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18 Commits

Author SHA1 Message Date
sck_0
e0fdc4e263 feat: add api-documentation-generator skill (PR #13) 2026-01-22 12:27:19 +01:00
Mohammad Faiz
993775eb4d Merge branch 'sickn33:main' into main 2026-01-22 16:49:06 +05:30
Mohammad Faiz
d672808990 Delete skills/api-documentation-generator/README.md 2026-01-22 16:48:33 +05:30
Mohammad Faiz
13bdb4970c Add files via upload 2026-01-22 16:46:43 +05:30
sck_0
2db2ca8220 feat: integrate and rename agent-memory to agent-memory-mcp 2026-01-22 12:16:01 +01:00
arathiesh
9720f75ebe docs: add author credit 2026-01-21 12:52:14 -05:00
arathiesh
e56affd8c8 feat: add agent-memory skill 2026-01-21 12:35:01 -05:00
sickn33
518edc9a3c Merge pull request #11 from Mohammad-Faiz-Cloud-Engineer/main
docs: Improve skills/README.md - translate to English and simplify
2026-01-21 18:13:08 +01:00
sck_0
57ce2dd084 docs: update skill counts to 233 and fix typos in descriptions 2026-01-21 18:09:38 +01:00
sck_0
1bd7db87b9 chore: correct release version to v2.6.0 2026-01-21 18:03:22 +01:00
sck_0
41576e7664 chore: update changelog for v2.4.0 2026-01-21 18:02:35 +01:00
sck_0
c3e5876b7c chore: remove WALKTHROUGH.md from git (was ignored) 2026-01-21 18:01:08 +01:00
sck_0
da230d00b0 docs: add walkthrough of skills import 2026-01-21 17:59:48 +01:00
sck_0
674fa7703d chore: revert unwanted imports from everything-claude-code
- Remove cc-agent-*, cc-cmd-*, cc-rule-* (27 items)
- Keep cc-skill-* (8 items)
- Update README.md skill count to 233
- Clean up README registry and credits
- Regenerate skills_index.json
2026-01-21 17:54:22 +01:00
sck_0
a9ff10d511 feat: import 35 skills from affaan-m/everything-claude-code
- Add 9 agent skills (cc-agent-*)
- Add 10 command skills (cc-cmd-*)
- Add 8 skill files (cc-skill-*)
- Add 8 rule skills (cc-rule-*)
- Update README.md skill count from 225 to 260
- Add new skills to Full Skill Registry
- Add credit to affaan-m in Credits section
- Regenerate skills_index.json

Source: https://github.com/affaan-m/everything-claude-code
Author attribution: affaan-m, version 1.0
2026-01-21 17:49:56 +01:00
Mohammad Faiz
a61c0ed79b Update README.md 2026-01-21 21:10:02 +05:30
sck_0
1f753cd190 docs: add remotion-dev/skills to Credits section 2026-01-21 13:07:27 +01:00
sck_0
87671ce026 feat: add remotion-best-practices skill from remotion-dev/skills
Imported official Remotion skill for video creation in React:
- 28 modular rule files covering animations, audio, video, captions, 3D, etc.
- Added author (remotion-dev) and version (1.0) metadata
- Updated skill count: 224 → 225
- Regenerated skills_index.json

Source: https://github.com/remotion-dev/skills
2026-01-21 13:01:36 +01:00
51 changed files with 7442 additions and 310 deletions

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@@ -7,6 +7,27 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
---
## [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

36
FAQ.md
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@@ -14,7 +14,7 @@ Skills are specialized instruction files that teach AI assistants how to handle
---
### Do I need to install all 179 skills?
### Do I need to install all 233 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` or `/skill-name`.
@@ -39,6 +39,7 @@ These skills work with any AI coding assistant that supports the `SKILL.md` form
### Are these skills free to use?
**Yes!** This repository is licensed under MIT License, which means:
- ✅ Free for personal use
- ✅ Free for commercial use
- ✅ You can modify them
@@ -49,6 +50,7 @@ These skills work with any AI coding assistant that supports the `SKILL.md` form
### Do skills work offline?
The skill files themselves are stored locally on your computer, but your AI assistant needs an internet connection to function. So:
- ✅ Skills are local files
- ❌ AI assistant needs internet
@@ -65,6 +67,7 @@ git clone https://github.com/sickn33/antigravity-awesome-skills.git .agent/skill
```
**Tool-specific paths:**
- Claude Code: `.claude/skills/` or `.agent/skills/`
- Gemini CLI: `.gemini/skills/` or `.agent/skills/`
- Cursor: `.cursor/skills/` or project root
@@ -78,6 +81,7 @@ git clone https://github.com/sickn33/antigravity-awesome-skills.git .agent/skill
**Option 1: Global Installation** (recommended)
Install once in your home directory, works for all projects:
```bash
cd ~
git clone https://github.com/sickn33/antigravity-awesome-skills.git .agent/skills
@@ -85,6 +89,7 @@ git clone https://github.com/sickn33/antigravity-awesome-skills.git .agent/skill
**Option 2: Per-Project Installation**
Install in each project directory:
```bash
cd /path/to/your/project
git clone https://github.com/sickn33/antigravity-awesome-skills.git .agent/skills
@@ -133,6 +138,7 @@ Use the `@` symbol followed by the skill name:
```
**Examples:**
```
@brainstorming help me design a todo app
@stripe-integration add subscription billing
@@ -146,14 +152,16 @@ Some tools also support `/skill-name` syntax.
### How do I know which skill to use?
**Method 1: Browse the README**
Check the [Full Skill Registry](README.md#full-skill-registry-179179) organized by category
Check the [Full Skill Registry](README.md#full-skill-registry-233233) organized by category
**Method 2: Search by keyword**
```bash
ls skills/ | grep "keyword"
```
**Method 3: Ask your AI**
```
What skills are available for [topic]?
```
@@ -179,16 +187,19 @@ What skills are available for [topic]?
**Troubleshooting steps:**
1. **Check installation path**
```bash
ls .agent/skills/
```
2. **Verify skill exists**
```bash
ls .agent/skills/skill-name/
```
3. **Check SKILL.md exists**
```bash
cat .agent/skills/skill-name/SKILL.md
```
@@ -247,6 +258,7 @@ Check out [CONTRIBUTING.md](CONTRIBUTING.md) for step-by-step instructions.
### What makes a good skill?
A good skill:
- ✅ Solves a specific problem
- ✅ Has clear, actionable instructions
- ✅ Includes examples
@@ -260,11 +272,13 @@ See [SKILL_ANATOMY.md](docs/SKILL_ANATOMY.md) for details.
### How long does it take for my contribution to be reviewed?
Review times vary, but typically:
- **Simple fixes** (typos, docs): 1-3 days
- **New skills**: 3-7 days
- **Major changes**: 1-2 weeks
You can speed this up by:
- Following the contribution guidelines
- Writing clear commit messages
- Testing your changes
@@ -286,12 +300,14 @@ The AI primarily uses `SKILL.md`, while developers read `README.md`.
### Can I use scripts or code in my skill?
**Yes!** Skills can include:
- `scripts/` - Helper scripts
- `examples/` - Example code
- `templates/` - Code templates
- `references/` - Documentation
Reference them in your `SKILL.md`:
```markdown
Run the setup script:
\`\`\`bash
@@ -304,6 +320,7 @@ bash scripts/setup.sh
### What programming languages can skills cover?
**Any language!** Current skills cover:
- JavaScript/TypeScript
- Python
- Go
@@ -338,6 +355,7 @@ python3 scripts/validate_skills.py
```
This checks:
- ✅ SKILL.md exists
- ✅ Frontmatter is valid
- ✅ Name matches folder name
@@ -350,16 +368,19 @@ This checks:
### Which skills should I try first?
**For beginners:**
- `@brainstorming` - Design before coding
- `@systematic-debugging` - Fix bugs methodically
- `@git-pushing` - Commit with good messages
**For developers:**
- `@test-driven-development` - Write tests first
- `@react-best-practices` - Modern React patterns
- `@senior-fullstack` - Full-stack development
**For security:**
- `@ethical-hacking-methodology` - Security basics
- `@burp-suite-testing` - Web app testing
@@ -377,6 +398,7 @@ This checks:
6. **Iterate** - Improve based on feedback
**Recommended skills to study:**
- `skills/brainstorming/SKILL.md` - Clear structure
- `skills/systematic-debugging/SKILL.md` - Comprehensive
- `skills/git-pushing/SKILL.md` - Simple and focused
@@ -386,6 +408,7 @@ This checks:
### Are there any skills for learning AI/ML?
**Yes!** Check out:
- `@rag-engineer` - RAG systems
- `@prompt-engineering` - Prompt design
- `@langgraph` - Multi-agent systems
@@ -435,11 +458,13 @@ We'll update it quickly!
### Can I modify skills for my own use?
**Yes!** The MIT License allows you to:
- ✅ Modify skills for your needs
- ✅ Create private versions
- ✅ Customize for your team
**To modify:**
1. Copy the skill to a new location
2. Edit the SKILL.md file
3. Use your modified version
@@ -452,7 +477,7 @@ We'll update it quickly!
### How many skills are there?
**179 skills** across 10+ categories as of the latest update.
**233 skills** across 10+ categories as of the latest update.
---
@@ -463,6 +488,7 @@ We'll update it quickly!
- **Updates**: When best practices change
**Stay updated:**
```bash
cd .agent/skills
git pull origin main
@@ -473,6 +499,7 @@ git pull origin main
### Who maintains this repository?
This is a community-driven project with contributions from:
- Original creators
- Open source contributors
- AI coding assistant users worldwide
@@ -504,6 +531,7 @@ See [Credits & Sources](README.md#credits--sources) for attribution.
### Can I use these skills commercially?
**Yes!** The MIT License permits commercial use. You can:
- ✅ Use in commercial projects
- ✅ Use in client work
- ✅ Include in paid products
@@ -523,6 +551,6 @@ See [Credits & Sources](README.md#credits--sources) for attribution.
---
**Question not answered?**
**Question not answered?**
[Open a discussion](https://github.com/sickn33/antigravity-awesome-skills/discussions) and we'll help you out! 🙌

View File

@@ -6,7 +6,7 @@
## 🤔 What Are "Skills"?
Think of skills as **specialized instruction manuals** for AI coding assistants.
Think of skills as **specialized instruction manuals** for AI coding assistants.
**Simple analogy:** Just like you might hire different experts (a designer, a security expert, a marketer), these skills let your AI assistant become an expert in specific areas when you need them.
@@ -14,7 +14,7 @@ Think of skills as **specialized instruction manuals** for AI coding assistants.
## 📦 What's Inside This Repository?
This repo contains **179 ready-to-use skills** organized in the `skills/` folder. Each skill is a folder with at least one file: `SKILL.md`
This repo contains **233 ready-to-use skills** organized in the `skills/` folder. Each skill is a folder with at least one file: `SKILL.md`
```
skills/
@@ -32,6 +32,7 @@ skills/
## How Do Skills Work?
### Step 1: Install Skills
Copy the skills to your AI tool's directory:
```bash
@@ -40,6 +41,7 @@ git clone https://github.com/sickn33/antigravity-awesome-skills.git .agent/skill
```
### Step 2: Use a Skill
In your AI chat, mention the skill:
```
@@ -53,50 +55,65 @@ or
```
### Step 3: The AI Becomes an Expert
The AI loads that skill's knowledge and helps you with specialized expertise!
---
## Which AI Tools Work With This?
| Tool | Works? | Installation Path |
|------|--------|-------------------|
| **Claude Code** | ✅ Yes | `.claude/skills/` or `.agent/skills/` |
| **Gemini CLI** | ✅ Yes | `.gemini/skills/` or `.agent/skills/` |
| **Cursor** | ✅ Yes | `.cursor/skills/` |
| **GitHub Copilot** | ⚠️ Partial | Copy to `.github/copilot/` |
| **Antigravity IDE** | ✅ Yes | `.agent/skills/` |
| Tool | Works? | Installation Path |
| ------------------- | ---------- | ------------------------------------- |
| **Claude Code** | ✅ Yes | `.claude/skills/` or `.agent/skills/` |
| **Gemini CLI** | ✅ Yes | `.gemini/skills/` or `.agent/skills/` |
| **Cursor** | ✅ Yes | `.cursor/skills/` |
| **GitHub Copilot** | ⚠️ Partial | Copy to `.github/copilot/` |
| **Antigravity IDE** | ✅ Yes | `.agent/skills/` |
---
## Skill Categories (Simplified)
### **Creative & Design** (10 skills)
Make beautiful things: UI design, art, themes, web components
- Try: `@frontend-design`, `@canvas-design`, `@ui-ux-pro-max`
### **Development** (25 skills)
Write better code: testing, debugging, React patterns, architecture
- Try: `@test-driven-development`, `@systematic-debugging`, `@react-best-practices`
### **Security** (50 skills)
Ethical hacking and penetration testing tools
- Try: `@ethical-hacking-methodology`, `@burp-suite-testing`
### **AI & Agents** (30 skills)
Build AI apps: RAG, LangGraph, prompt engineering, voice agents
- Try: `@rag-engineer`, `@prompt-engineering`, `@langgraph`
### **Documents** (4 skills)
Work with Word, Excel, PowerPoint, PDF files
- Try: `@docx-official`, `@xlsx-official`, `@pdf-official`
### **Marketing** (23 skills)
Grow your product: SEO, copywriting, ads, email campaigns
- Try: `@copywriting`, `@seo-audit`, `@page-cro`
### **Integrations** (25 skills)
Connect to services: Stripe, Firebase, Twilio, Discord, Slack
- Try: `@stripe-integration`, `@firebase`, `@clerk-auth`
---
@@ -108,6 +125,7 @@ Let's try the **brainstorming** skill:
1. **Open your AI assistant** (Claude Code, Cursor, etc.)
2. **Type this:**
```
@brainstorming I want to build a simple weather app
```
@@ -125,10 +143,13 @@ Let's try the **brainstorming** skill:
## How to Find the Right Skill
### Method 1: Browse by Category
Check the [Full Skill Registry](README.md#full-skill-registry-179179) in the main README
Check the [Full Skill Registry](README.md#full-skill-registry-233233) in the main README
### Method 2: Search by Keyword
Use your file explorer or terminal:
```bash
# Find skills related to "testing"
ls skills/ | grep test
@@ -138,6 +159,7 @@ ls skills/ | grep auth
```
### Method 3: Look at the Index
Check `skills_index.json` for a machine-readable list
---
@@ -147,33 +169,41 @@ Check `skills_index.json` for a machine-readable list
Great! Here's how:
### Option 1: Improve Documentation
- Make READMEs clearer
- Add more examples
- Fix typos or confusing parts
### Option 2: Create a New Skill
See our [CONTRIBUTING.md](CONTRIBUTING.md) for step-by-step instructions
### Option 3: Report Issues
Found something confusing? [Open an issue](https://github.com/sickn33/antigravity-awesome-skills/issues)
---
## ❓ Common Questions
### Q: Do I need to install all 179 skills?
### Q: Do I need to install all 233 skills?
**A:** No! Clone the whole repo, and your AI will only load skills when you use them.
### Q: Can I create my own skills?
**A:** Yes! Check out the `@skill-creator` skill or read [CONTRIBUTING.md](CONTRIBUTING.md)
### Q: What if my AI tool isn't listed?
**A:** If it supports the `SKILL.md` format, try `.agent/skills/` - it's the universal path.
### Q: Are these skills free?
**A:** Yes! MIT License. Use them however you want.
### Q: Do skills work offline?
**A:** The skill files are local, but your AI assistant needs internet to function.
---

460
README.md
View File

@@ -1,6 +1,6 @@
# 🌌 Antigravity Awesome Skills: 224+ Agentic Skills for Claude Code, Gemini CLI, Cursor, Copilot & More
# 🌌 Antigravity Awesome Skills: 235+ Agentic Skills for Claude Code, Gemini CLI, Cursor, Copilot & More
> **The Ultimate Collection of 224+ Universal Agentic Skills for AI Coding Assistants — Claude Code, Gemini CLI, Codex CLI, Antigravity IDE, GitHub Copilot, Cursor, OpenCode**
> **The Ultimate Collection of 235+ 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/Claude%20Code-Anthropic-purple)](https://claude.ai)
@@ -11,7 +11,7 @@
[![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/anthropics/antigravity)
**Antigravity Awesome Skills** is a curated, battle-tested library of **224 high-performance agentic skills** designed to work seamlessly across all major AI coding assistants:
**Antigravity Awesome Skills** is a curated, battle-tested library of **235 high-performance agentic skills** designed to work seamlessly across all major AI coding assistants:
- 🟣 **Claude Code** (Anthropic CLI)
- 🔵 **Gemini CLI** (Google DeepMind)
@@ -55,7 +55,7 @@ git clone https://github.com/sickn33/antigravity-awesome-skills.git .agent/skill
@brainstorming help me design a todo app
```
That's it! Your AI assistant now has 224 specialized skills. 🎉
That's it! Your AI assistant now has 235 specialized skills. 🎉
**Additional Resources:**
@@ -95,11 +95,11 @@ The repository is organized into several key areas of expertise:
| :-------------------------- | :----------- | :--------------------------------------------------------------------------------------------------------------------------- |
| **🛸 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** | **~50** | Ethical Hacking, Metasploit, Burp Suite, SQLMap, Active Directory, AWS/Cloud Pentesting, OWASP Top 100, Red Team Tools |
| **🛡️ 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** | **~25** | TDD, Systematic Debugging, React Patterns, Backend/Frontend Guidelines, Senior Fullstack, Software Architecture |
| **🛠️ 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** | **~30** | LangGraph, CrewAI, Langfuse, RAG Engineer, Prompt Engineer, Voice Agents, Browser Automation, Agent Memory Systems |
| **🤖 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 |
@@ -109,227 +109,238 @@ The repository is organized into several key areas of expertise:
---
## Full Skill Registry (224/224)
## Full Skill Registry (235/235)
Below is the complete list of available skills. Each skill folder contains a `SKILL.md` that can be imported into Antigravity or Claude Code.
> [!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 |
| :-------------------------------------------------- | :------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | :--------------------------------------- |
| **3D Web Experience** | Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL. | `skills/3d-web-experience` |
| **A/B Test Setup** | Plan and implement A/B tests with proper experiment design, statistical significance, and test analysis. | `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. | `skills/agent-evaluation` |
| **Agent Manager Skill** | Use when you need to manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling. | `skills/agent-manager-skill` |
| **Agent Memory Systems** | Memory architecture for agents: short-term, long-term (vector stores), and cognitive architectures. | `skills/agent-memory-systems` |
| **Agent Tool Builder** | Tool design from schema to error handling. JSON Schema best practices, validation, and MCP. | `skills/agent-tool-builder` |
| **AI Agents Architect** | Expert in autonomous AI agents. Tool use, memory systems, planning strategies, multi-agent orchestration. | `skills/ai-agents-architect` |
| **AI Product** | LLM integration patterns, RAG architecture, prompt engineering, AI UX, and cost optimization. | `skills/ai-product` |
| **AI Wrapper Product** | Building products that wrap AI APIs into focused tools. Prompt engineering, cost management. | `skills/ai-wrapper-product` |
| **Algolia Search** | Algolia search implementation, indexing strategies, React InstantSearch, relevance tuning. | `skills/algolia-search` |
| **Algorithmic Art** | Creating algorithmic art using p5. | `skills/algorithmic-art` |
| **Analytics Tracking** | Set up analytics tracking with GA4, GTM, and custom event implementations for marketing measurement. | `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 Patterns** | API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning. | `skills/api-patterns` |
| **App Builder** | Main application building orchestrator. Creates full-stack applications from natural language requests. | `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. | `skills/architecture` |
| **Autonomous Agent Patterns** | "Design patterns for building autonomous coding agents. | `skills/autonomous-agent-patterns` |
| **Autonomous Agents** | AI systems that independently decompose goals, plan actions, execute tools. ReAct, reflection. | `skills/autonomous-agents` |
| **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** | Serverless on AWS. Lambda, API Gateway, DynamoDB, SQS/SNS, SAM/CDK deployment. | `skills/aws-serverless` |
| **Azure Functions** | Azure Functions patterns. Isolated worker model, Durable Functions, cold start optimization. | `skills/azure-functions` |
| **Backend Guidelines** | Comprehensive backend development guide for Node. | `skills/backend-dev-guidelines` |
| **Bash Linux** | Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. | `skills/bash-linux` |
| **Behavioral Modes** | AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). | `skills/behavioral-modes` |
| **BlockRun** | Agent wallet for LLM micropayments. 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** | "You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. | `skills/brainstorming` |
| **Brand Guidelines (Anthropic)** | Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. | `skills/brand-guidelines-anthropic` |
| **Brand Guidelines (Community)** | Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. | `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". | `skills/broken-authentication` |
| **Browser Automation** | Browser automation with Playwright and Puppeteer. Testing, scraping, agentic control. | `skills/browser-automation` |
| **Browser Extension Builder** | Building browser extensions - Chrome, Firefox. Manifest v3, content scripts, monetization. | `skills/browser-extension-builder` |
| **BullMQ Specialist** | BullMQ for Redis-backed job queues, background processing in Node.js/TypeScript. | `skills/bullmq-specialist` |
| **Bun Development** | "Modern JavaScript/TypeScript development with Bun runtime. | `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". | `skills/burp-suite-testing` |
| **Canvas Design** | Create beautiful visual art in . | `skills/canvas-design` |
| **Claude Code Guide** | Master guide for using Claude Code effectively. | `skills/claude-code-guide` |
| **Claude D3.js** | Creating interactive data visualisations using d3. | `skills/claude-d3js-skill` |
| **Clean Code** | Pragmatic coding standards - concise, direct, no over-engineering, no unnecessary comments. | `skills/clean-code` |
| **Clerk Auth** | Clerk auth implementation, middleware, organizations, webhooks, user sync. | `skills/clerk-auth` |
| **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". | `skills/cloud-penetration-testing` |
| **Code Review Checklist** | Code review guidelines covering code quality, security, and best practices. | `skills/code-review-checklist` |
| **Competitor Alternatives** | Create compelling competitor comparison and alternative pages for SEO and conversions. | `skills/competitor-alternatives` |
| **Computer Use Agents** | AI agents that interact with computers like humans. Screen control, sandboxing. | `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. | `skills/content-creator` |
| **Context Window Management** | Managing LLM context windows. Summarization, trimming, routing. | `skills/context-window-management` |
| **Conversation Memory** | Persistent memory for LLM conversations. Short-term, long-term, entity-based memory. | `skills/conversation-memory` |
| **Copy Editing** | Edit and polish existing marketing copy with a systematic seven-sweeps framework. | `skills/copy-editing` |
| **Copywriting** | Write compelling marketing copy for homepages, landing pages, pricing pages, and feature pages. | `skills/copywriting` |
| **Core Components** | Core component library and design system patterns. | `skills/core-components` |
| **CrewAI** | Role-based multi-agent framework. Agent design, task definition, crew orchestration. | `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". | `skills/xss-html-injection` |
| **Database Design** | Database design principles. Schema design, indexing strategy, ORM selection, serverless databases. | `skills/database-design` |
| **Deployment Procedures** | Production deployment principles. Safe deployment workflows, rollback strategies, and verification. | `skills/deployment-procedures` |
| **Discord Bot Architect** | Production Discord bots. Discord.js, Pycord, slash commands, 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 Co-authoring** | Guide users through a structured workflow for co-authoring documentation. | `skills/doc-coauthoring` |
| **Docker Expert** | Docker containerization expert. Multi-stage builds, image optimization, container security, Docker Compose. | `skills/docker-expert` |
| **Documentation Templates** | Documentation templates and structure guidelines. README, API docs, code comments. | `skills/documentation-templates` |
| **DOCX (Official)** | "Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. | `skills/docx-official` |
| **Email Sequence** | Create and optimize email sequences, drip campaigns, and lifecycle email programs. | `skills/email-sequence` |
| **Email Systems** | Transactional email, marketing automation, deliverability, infrastructure. | `skills/email-systems` |
| **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". | `skills/ethical-hacking-methodology` |
| **Executing Plans** | Use when you have a written implementation plan to execute in a separate session with review checkpoints. | `skills/executing-plans` |
| **File Organizer** | Intelligently organizes files and folders by understanding context, finding duplicates, and suggesting better organizational structures. | `skills/file-organizer` |
| **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". | `skills/file-path-traversal` |
| **File Uploads** | File uploads and cloud storage. S3, Cloudflare R2, presigned URLs. | `skills/file-uploads` |
| **Finishing Dev 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 Auth, Firestore, Realtime Database, Cloud Functions, Storage. | `skills/firebase` |
| **Form CRO** | Optimize lead capture forms, contact forms, demo request forms for higher conversion rates. | `skills/form-cro` |
| **Free Tool Strategy** | Plan and build free tools for marketing, lead generation, and SEO value. | `skills/free-tool-strategy` |
| **Frontend Design** | Create distinctive, production-grade frontend interfaces with high design quality. | `skills/frontend-design` |
| **Frontend Guidelines** | Frontend development guidelines for React/TypeScript applications. | `skills/frontend-dev-guidelines` |
| **Game Development** | Game development orchestrator. Routes to platform-specific skills based on project needs. | `skills/game-development` |
| **GCP Cloud Run** | Serverless on GCP. Cloud Run services and functions, 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. | `skills/git-pushing` |
| **GitHub Workflow Automation** | "Automate GitHub workflows with AI assistance. | `skills/github-workflow-automation` |
| **GraphQL** | Schema design, resolvers, DataLoader, federation, Apollo/urql integration. | `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". | `skills/html-injection-testing` |
| **HubSpot Integration** | HubSpot CRM integration. OAuth, CRM objects, webhooks, custom objects. | `skills/hubspot-integration` |
| **i18n Localization** | Internationalization and localization patterns. Detecting hardcoded strings, managing translations. | `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. | `skills/idor-testing` |
| **Inngest** | Inngest for serverless background jobs, event-driven workflows. | `skills/inngest` |
| **Interactive Portfolio** | Building portfolios that land jobs. Developer, designer portfolios. | `skills/interactive-portfolio` |
| **Internal Comms (Anthropic)** | A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. | `skills/internal-comms-anthropic` |
| **Internal Comms (Community)** | A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. | `skills/internal-comms-community` |
| **JavaScript Mastery** | "Comprehensive JavaScript reference covering 33+ essential concepts every developer should know. | `skills/javascript-mastery` |
| **Kaizen** | Guide for continuous improvement, error proofing, and standardization. | `skills/kaizen` |
| **Langfuse** | Open-source LLM observability. Tracing, prompt management, evaluation. | `skills/langfuse` |
| **LangGraph** | Stateful, multi-actor AI applications. Graph construction, persistence. | `skills/langgraph` |
| **Launch Strategy** | Plan product launches, feature announcements, and go-to-market strategies. | `skills/launch-strategy` |
| **Lint and Validate** | Automatic quality control, linting, and static analysis procedures. | `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". | `skills/linux-privilege-escalation` |
| **Linux Shell Scripting** | 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". | `skills/linux-shell-scripting` |
| **LLM App Patterns** | "Production-ready patterns for building LLM applications. | `skills/llm-app-patterns` |
| **Loki Mode** | Multi-agent autonomous startup system for Claude Code. | `skills/loki-mode` |
| **Marketing Ideas** | 140 proven SaaS marketing ideas and strategies organized by category. | `skills/marketing-ideas` |
| **Marketing Psychology** | 70+ mental models and psychological principles for marketing and persuasion. | `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. | `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". | `skills/metasploit-framework` |
| **Micro-SaaS Launcher** | Launching small SaaS products fast. Idea validation, MVP, pricing. | `skills/micro-saas-launcher` |
| **Mobile Design** | Mobile-first design thinking for iOS and Android apps. Touch interaction, performance patterns. | `skills/mobile-design` |
| **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` |
| **Neon Postgres** | Neon serverless Postgres, branching, connection pooling, Prisma integration. | `skills/neon-postgres` |
| **NestJS Expert** | Nest.js framework expert. Module architecture, dependency injection, middleware, guards, interceptors. | `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` |
| **Next.js Best Practices** | Next.js App Router principles. Server Components, data fetching, routing patterns. | `skills/nextjs-best-practices` |
| **Next.js Supabase Auth** | Supabase Auth with Next.js App Router. Auth middleware. | `skills/nextjs-supabase-auth` |
| **Node.js Best Practices** | Node.js development principles. Framework selection, async patterns, security, architecture. | `skills/nodejs-best-practices` |
| **NotebookLM** | Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. | `skills/notebooklm` |
| **Notion Template Business** | Building and selling Notion templates. Design, pricing, marketing. | `skills/notion-template-business` |
| **Onboarding CRO** | Optimize post-signup onboarding, user activation, and time-to-value. | `skills/onboarding-cro` |
| **Page CRO** | Conversion rate optimization for marketing pages - homepages, landing pages, pricing pages. | `skills/page-cro` |
| **Paid Ads** | Create and optimize paid ad campaigns on Google Ads, Meta, LinkedIn, and other platforms. | `skills/paid-ads` |
| **Parallel Agents** | Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise. | `skills/parallel-agents` |
| **Paywall Upgrade CRO** | Optimize in-app paywalls, upgrade screens, and freemium conversion moments. | `skills/paywall-upgrade-cro` |
| **PDF (Official)** | Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. | `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** | Building custom tools. Rapid prototyping, local-first apps, CLI tools. | `skills/personal-tool-builder` |
| **Plaid Fintech** | Plaid API for banking. Link token flows, transactions, ACH. | `skills/plaid-fintech` |
| **Plan Writing** | Structured task planning with clear breakdowns, dependencies, and verification criteria. | `skills/plan-writing` |
| **Planning With Files** | Implements Manus-style file-based planning for complex tasks. | `skills/planning-with-files` |
| **Playwright Automation** | Complete browser automation with Playwright. | `skills/playwright-skill` |
| **Popup CRO** | Create and optimize popups, modals, and overlays for conversion. | `skills/popup-cro` |
| **PowerShell Windows** | PowerShell Windows patterns. Critical pitfalls, operator syntax, error handling. | `skills/powershell-windows` |
| **PPTX (Official)** | "Presentation creation, editing, and analysis. | `skills/pptx-official` |
| **Pricing Strategy** | Design pricing, packaging, and monetization strategy for SaaS products. | `skills/pricing-strategy` |
| **Prisma Expert** | Prisma ORM expert for schema design, migrations, query optimization, relations modeling. | `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 Toolkit** | Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. | `skills/product-manager-toolkit` |
| **Programmatic SEO** | Build SEO-driven pages at scale using templates and data. | `skills/programmatic-seo` |
| **Prompt Caching** | Caching strategies for LLM prompts. Anthropic caching, CAG. | `skills/prompt-caching` |
| **Prompt Engineer** | Designing prompts for LLM applications. Structure, evaluation. | `skills/prompt-engineer` |
| **Prompt Engineering** | Expert guide on prompt engineering patterns, best practices, and optimization techniques. | `skills/prompt-engineering` |
| **Prompt Library** | "Curated collection of high-quality prompts for various use cases. | `skills/prompt-library` |
| **Python Patterns** | Python development principles. Framework selection, async patterns, type hints, project structure. | `skills/python-patterns` |
| **RAG Engineer** | Building RAG systems. Embedding models, vector databases, chunking. | `skills/rag-engineer` |
| **RAG Implementation** | RAG patterns. Chunking, embeddings, vector stores. | `skills/rag-implementation` |
| **React Best Practices** | React and Next. | `skills/react-best-practices` |
| **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. | `skills/react-ui-patterns` |
| **Research Engineer** | Academic Research Engineer persona with scientific rigor, zero hallucinations, and optimal language selection for high-precision engineering tasks. | `skills/research-engineer` |
| **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 Tactics** | Red team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting. | `skills/red-team-tactics` |
| **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` |
| **Referral Program** | Design referral programs, affiliate programs, and word-of-mouth strategies. | `skills/referral-program` |
| **Requesting Code Review** | Use when completing tasks, implementing major features, or before merging to verify work meets requirements. | `skills/requesting-code-review` |
| **Salesforce Development** | Salesforce integration, Apex development, Lightning components. | `skills/salesforce-development` |
| **Schema Markup** | Add structured data and JSON-LD schema markup for SEO and rich snippets. | `skills/schema-markup` |
| **Scroll Experience** | GSAP/Framer scroll-driven storytelling. Parallax effects. | `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". | `skills/scanning-tools` |
| **Segment CDP** | Segment customer data platform. Event tracking, identity resolution. | `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. | `skills/senior-architect` |
| **Senior Fullstack** | Comprehensive fullstack development skill for building complete web applications with React, Next. | `skills/senior-fullstack` |
| **SEO Audit** | Audit technical and on-page SEO issues for better search rankings. | `skills/seo-audit` |
| **SEO Fundamentals** | SEO fundamentals, E-E-A-T, Core Web Vitals, and Google algorithm principles. | `skills/seo-fundamentals` |
| **Server Management** | Server management principles. Process management, monitoring strategy, and scaling decisions. | `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. | `skills/shodan-reconnaissance` |
| **Shopify Apps** | Building Shopify apps. App Bridge, Polaris, webhooks. | `skills/shopify-apps` |
| **Shopify Development** | Build Shopify apps, extensions, themes using GraphQL Admin API, Shopify CLI, Polaris UI, and Liquid. Use when user asks about "shopify app", "checkout extension", "shopify theme", "liquid template", "polaris", "shopify graphql", "shopify webhook", or "metafields". | `skills/shopify-development` |
| **Signup Flow CRO** | Optimize signup, registration, and trial activation flows for higher conversions. | `skills/signup-flow-cro` |
| **Skill Creator** | Guide for creating effective skills. | `skills/skill-creator` |
| **Skill Developer** | Create and manage Claude Code skills following Anthropic best practices. | `skills/skill-developer` |
| **Slack Bot Builder** | Production Slack bots. Bolt framework, slash commands, modals. | `skills/slack-bot-builder` |
| **Slack GIF Creator** | Knowledge and utilities for creating animated GIFs optimized 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". | `skills/smtp-penetration-testing` |
| **Social Content** | Create and schedule social media content for LinkedIn, Twitter/X, and other platforms. | `skills/social-content` |
| **Software Architecture** | Guide for quality focused software architecture. | `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". | `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. | `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". | `skills/ssh-penetration-testing` |
| **Stripe Integration** | Stripe patterns. Checkout, subscriptions, payment intents, webhooks. | `skills/stripe-integration` |
| **Subagent Driven Dev** | Use when executing implementation plans with independent tasks in the current session. | `skills/subagent-driven-development` |
| **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, design token architecture. | `skills/tailwind-patterns` |
| **TDD** | Use when implementing any feature or bugfix, before writing implementation code. | `skills/test-driven-development` |
| **TDD Workflow** | Test-Driven Development workflow principles. RED-GREEN-REFACTOR cycle. | `skills/tdd-workflow` |
| **Telegram Bot Builder** | Building Telegram bots. Bot API, inline mode, payments, Mini Apps. | `skills/telegram-bot-builder` |
| **Telegram Mini App** | TON Connect, Telegram Mini Apps, wallet integration. | `skills/telegram-mini-app` |
| **Test Fixing** | Run tests and systematically fix all failing tests using smart error grouping. | `skills/test-fixing` |
| **Testing Patterns** | Jest testing patterns, factory functions, mocking strategies, and TDD workflow. | `skills/testing-patterns` |
| **Theme Factory** | Toolkit for styling artifacts with a theme. | `skills/theme-factory` |
| **Top 100 Vulnerabilities** | 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". | `skills/top-web-vulnerabilities` |
| **Trigger.dev** | Trigger.dev for serverless background jobs. Long-running tasks. | `skills/trigger-dev` |
| **Twilio Communications** | Twilio for SMS, voice, video. Programmable messaging, OTP. | `skills/twilio-communications` |
| **TypeScript Expert** | TypeScript expert with deep knowledge of type-level programming, performance optimization, migration strategies. | `skills/typescript-expert` |
| **UI/UX Pro Max** | "UI/UX design intelligence. | `skills/ui-ux-pro-max` |
| **Upstash QStash** | Upstash QStash for serverless message queues. | `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** | Vercel deployment. Edge functions, preview deployments. | `skills/vercel-deployment` |
| **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** | Building shareable generators that go viral. | `skills/viral-generator-builder` |
| **Voice Agents** | Voice-based AI assistants. Speech-to-text, real-time conversation. | `skills/voice-agents` |
| **Voice AI Development** | Voice AI patterns. Wake words, streaming ASR, emotional TTS. | `skills/voice-ai-development` |
| **Vulnerability Scanner** | Advanced vulnerability analysis principles. OWASP 2025, Supply Chain Security, attack surface mapping. | `skills/vulnerability-scanner` |
| **Web Artifacts** | Suite of tools for creating elaborate, multi-component claude. | `skills/web-artifacts-builder` |
| **Web Design Guidelines** | Review UI code for Web Interface Guidelines compliance. | `skills/web-design-guidelines` |
| **Webapp Testing** | Toolkit for interacting with and testing local web applications using Playwright. | `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. | `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". | `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". | `skills/wordpress-penetration-testing` |
| **Workflow Automation** | "Design and implement automated workflows combining visual logic with custom code. | `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 (Official)** | "Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. | `skills/xlsx-official` |
| **Zapier/Make Patterns** | No-code automation. Zapier, Make, n8n workflows. | `skills/zapier-make-patterns` |
| Skill Name | Description | Path |
| :-------------------------------------------------- | :------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | :------------------------------------------- |
| **3D Web Experience** | Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL. | `skills/3d-web-experience` |
| **A/B Test Setup** | Plan and implement A/B tests with proper experiment design, statistical significance, and test analysis. | `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. | `skills/agent-evaluation` |
| **Agent Manager Skill** | Use when you need to 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 architecture for agents: short-term, long-term (vector stores), and cognitive architectures. | `skills/agent-memory-systems` |
| **Agent Tool Builder** | Tool design from schema to error handling. JSON Schema best practices, validation, and MCP. | `skills/agent-tool-builder` |
| **AI Agents Architect** | Expert in autonomous AI agents. Tool use, memory systems, planning strategies, multi-agent orchestration. | `skills/ai-agents-architect` |
| **AI Product** | LLM integration patterns, RAG architecture, prompt engineering, AI UX, and cost optimization. | `skills/ai-product` |
| **AI Wrapper Product** | Building products that wrap AI APIs into focused tools. Prompt engineering, cost management. | `skills/ai-wrapper-product` |
| **Algolia Search** | Algolia search implementation, indexing strategies, React InstantSearch, relevance tuning. | `skills/algolia-search` |
| **Algorithmic Art** | Creating algorithmic art using p5. | `skills/algorithmic-art` |
| **Analytics Tracking** | Set up analytics tracking with GA4, GTM, and custom event implementations for marketing measurement. | `skills/analytics-tracking` |
| **API Documentation Generator** | Generate comprehensive, developer-friendly API documentation from code, including endpoints, parameters, examples, and best practices. | `skills/api-documentation-generator` |
| **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 Patterns** | API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning. | `skills/api-patterns` |
| **App Builder** | Main application building orchestrator. Creates full-stack applications from natural language requests. | `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. | `skills/architecture` |
| **Autonomous Agent Patterns** | "Design patterns for building autonomous coding agents. | `skills/autonomous-agent-patterns` |
| **Autonomous Agents** | AI systems that independently decompose goals, plan actions, execute tools. ReAct, reflection. | `skills/autonomous-agents` |
| **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** | Serverless on AWS. Lambda, API Gateway, DynamoDB, SQS/SNS, SAM/CDK deployment. | `skills/aws-serverless` |
| **Azure Functions** | Azure Functions patterns. Isolated worker model, Durable Functions, cold start optimization. | `skills/azure-functions` |
| **Backend Guidelines** | Comprehensive backend development guide for Node. | `skills/backend-dev-guidelines` |
| **Bash Linux** | Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. | `skills/bash-linux` |
| **Behavioral Modes** | AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). | `skills/behavioral-modes` |
| **BlockRun** | Agent wallet for LLM micropayments. 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** | "You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. | `skills/brainstorming` |
| **Brand Guidelines (Anthropic)** | Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. | `skills/brand-guidelines-anthropic` |
| **Brand Guidelines (Community)** | Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. | `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". | `skills/broken-authentication` |
| **Browser Automation** | Browser automation with Playwright and Puppeteer. Testing, scraping, agentic control. | `skills/browser-automation` |
| **Browser Extension Builder** | Building browser extensions - Chrome, Firefox. Manifest v3, content scripts, monetization. | `skills/browser-extension-builder` |
| **BullMQ Specialist** | BullMQ for Redis-backed job queues, background processing in Node.js/TypeScript. | `skills/bullmq-specialist` |
| **Bun Development** | "Modern JavaScript/TypeScript development with Bun runtime. | `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". | `skills/burp-suite-testing` |
| **Canvas Design** | Create beautiful visual art in . | `skills/canvas-design` |
| **CC Skill: Backend Patterns** | Backend architecture patterns from everything-claude-code. API design, database, caching, error handling. | `skills/cc-skill-backend-patterns` |
| **CC Skill: ClickHouse IO** | ClickHouse analytics patterns from everything-claude-code. | `skills/cc-skill-clickhouse-io` |
| **CC Skill: Coding Standards** | Language best practices from everything-claude-code. | `skills/cc-skill-coding-standards` |
| **CC Skill: Continuous Learning** | Continuous learning patterns from everything-claude-code. | `skills/cc-skill-continuous-learning` |
| **CC Skill: Frontend Patterns** | React/Next.js patterns from everything-claude-code. | `skills/cc-skill-frontend-patterns` |
| **CC Skill: Project Guidelines Example** | Example project-specific skill from everything-claude-code. | `skills/cc-skill-project-guidelines-example` |
| **CC Skill: Security Review** | Security checklist skill from everything-claude-code. | `skills/cc-skill-security-review` |
| **CC Skill: Strategic Compact** | Strategic planning skill from everything-claude-code. | `skills/cc-skill-strategic-compact` |
| **Claude Code Guide** | Master guide for using Claude Code effectively. | `skills/claude-code-guide` |
| **Claude D3.js** | Creating interactive data visualisations using d3. | `skills/claude-d3js-skill` |
| **Clean Code** | Pragmatic coding standards - concise, direct, no over-engineering, no unnecessary comments. | `skills/clean-code` |
| **Clerk Auth** | Clerk auth implementation, middleware, organizations, webhooks, user sync. | `skills/clerk-auth` |
| **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". | `skills/cloud-penetration-testing` |
| **Code Review Checklist** | Code review guidelines covering code quality, security, and best practices. | `skills/code-review-checklist` |
| **Competitor Alternatives** | Create compelling competitor comparison and alternative pages for SEO and conversions. | `skills/competitor-alternatives` |
| **Computer Use Agents** | AI agents that interact with computers like humans. Screen control, sandboxing. | `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. | `skills/content-creator` |
| **Context Window Management** | Managing LLM context windows. Summarization, trimming, routing. | `skills/context-window-management` |
| **Conversation Memory** | Persistent memory for LLM conversations. Short-term, long-term, entity-based memory. | `skills/conversation-memory` |
| **Copy Editing** | Edit and polish existing marketing copy with a systematic seven-sweeps framework. | `skills/copy-editing` |
| **Copywriting** | Write compelling marketing copy for homepages, landing pages, pricing pages, and feature pages. | `skills/copywriting` |
| **Core Components** | Core component library and design system patterns. | `skills/core-components` |
| **CrewAI** | Role-based multi-agent framework. Agent design, task definition, crew orchestration. | `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". | `skills/xss-html-injection` |
| **Database Design** | Database design principles. Schema design, indexing strategy, ORM selection, serverless databases. | `skills/database-design` |
| **Deployment Procedures** | Production deployment principles. Safe deployment workflows, rollback strategies, and verification. | `skills/deployment-procedures` |
| **Discord Bot Architect** | Production Discord bots. Discord.js, Pycord, slash commands, 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 Co-authoring** | Guide users through a structured workflow for co-authoring documentation. | `skills/doc-coauthoring` |
| **Docker Expert** | Docker containerization expert. Multi-stage builds, image optimization, container security, Docker Compose. | `skills/docker-expert` |
| **Documentation Templates** | Documentation templates and structure guidelines. README, API docs, code comments. | `skills/documentation-templates` |
| **DOCX (Official)** | "Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. | `skills/docx-official` |
| **Email Sequence** | Create and optimize email sequences, drip campaigns, and lifecycle email programs. | `skills/email-sequence` |
| **Email Systems** | Transactional email, marketing automation, deliverability, infrastructure. | `skills/email-systems` |
| **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". | `skills/ethical-hacking-methodology` |
| **Executing Plans** | Use when you have a written implementation plan to execute in a separate session with review checkpoints. | `skills/executing-plans` |
| **File Organizer** | Intelligently organizes files and folders by understanding context, finding duplicates, and suggesting better organizational structures. | `skills/file-organizer` |
| **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". | `skills/file-path-traversal` |
| **File Uploads** | File uploads and cloud storage. S3, Cloudflare R2, presigned URLs. | `skills/file-uploads` |
| **Finishing Dev 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 Auth, Firestore, Realtime Database, Cloud Functions, Storage. | `skills/firebase` |
| **Form CRO** | Optimize lead capture forms, contact forms, demo request forms for higher conversion rates. | `skills/form-cro` |
| **Free Tool Strategy** | Plan and build free tools for marketing, lead generation, and SEO value. | `skills/free-tool-strategy` |
| **Frontend Design** | Create distinctive, production-grade frontend interfaces with high design quality. | `skills/frontend-design` |
| **Frontend Guidelines** | Frontend development guidelines for React/TypeScript applications. | `skills/frontend-dev-guidelines` |
| **Game Development** | Game development orchestrator. Routes to platform-specific skills based on project needs. | `skills/game-development` |
| **GCP Cloud Run** | Serverless on GCP. Cloud Run services and functions, 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. | `skills/git-pushing` |
| **GitHub Workflow Automation** | "Automate GitHub workflows with AI assistance. | `skills/github-workflow-automation` |
| **GraphQL** | Schema design, resolvers, DataLoader, federation, Apollo/urql integration. | `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". | `skills/html-injection-testing` |
| **HubSpot Integration** | HubSpot CRM integration. OAuth, CRM objects, webhooks, custom objects. | `skills/hubspot-integration` |
| **i18n Localization** | Internationalization and localization patterns. Detecting hardcoded strings, managing translations. | `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. | `skills/idor-testing` |
| **Inngest** | Inngest for serverless background jobs, event-driven workflows. | `skills/inngest` |
| **Interactive Portfolio** | Building portfolios that land jobs. Developer, designer portfolios. | `skills/interactive-portfolio` |
| **Internal Comms (Anthropic)** | A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. | `skills/internal-comms-anthropic` |
| **Internal Comms (Community)** | A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. | `skills/internal-comms-community` |
| **JavaScript Mastery** | "Comprehensive JavaScript reference covering 33+ essential concepts every developer should know. | `skills/javascript-mastery` |
| **Kaizen** | Guide for continuous improvement, error proofing, and standardization. | `skills/kaizen` |
| **Langfuse** | Open-source LLM observability. Tracing, prompt management, evaluation. | `skills/langfuse` |
| **LangGraph** | Stateful, multi-actor AI applications. Graph construction, persistence. | `skills/langgraph` |
| **Launch Strategy** | Plan product launches, feature announcements, and go-to-market strategies. | `skills/launch-strategy` |
| **Lint and Validate** | Automatic quality control, linting, and static analysis procedures. | `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". | `skills/linux-privilege-escalation` |
| **Linux Shell Scripting** | 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". | `skills/linux-shell-scripting` |
| **LLM App Patterns** | "Production-ready patterns for building LLM applications. | `skills/llm-app-patterns` |
| **Loki Mode** | Multi-agent autonomous startup system for Claude Code. | `skills/loki-mode` |
| **Marketing Ideas** | 140 proven SaaS marketing ideas and strategies organized by category. | `skills/marketing-ideas` |
| **Marketing Psychology** | 70+ mental models and psychological principles for marketing and persuasion. | `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. | `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". | `skills/metasploit-framework` |
| **Micro-SaaS Launcher** | Launching small SaaS products fast. Idea validation, MVP, pricing. | `skills/micro-saas-launcher` |
| **Mobile Design** | Mobile-first design thinking for iOS and Android apps. Touch interaction, performance patterns. | `skills/mobile-design` |
| **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` |
| **Neon Postgres** | Neon serverless Postgres, branching, connection pooling, Prisma integration. | `skills/neon-postgres` |
| **NestJS Expert** | Nest.js framework expert. Module architecture, dependency injection, middleware, guards, interceptors. | `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` |
| **Next.js Best Practices** | Next.js App Router principles. Server Components, data fetching, routing patterns. | `skills/nextjs-best-practices` |
| **Next.js Supabase Auth** | Supabase Auth with Next.js App Router. Auth middleware. | `skills/nextjs-supabase-auth` |
| **Node.js Best Practices** | Node.js development principles. Framework selection, async patterns, security, architecture. | `skills/nodejs-best-practices` |
| **NotebookLM** | Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. | `skills/notebooklm` |
| **Notion Template Business** | Building and selling Notion templates. Design, pricing, marketing. | `skills/notion-template-business` |
| **Onboarding CRO** | Optimize post-signup onboarding, user activation, and time-to-value. | `skills/onboarding-cro` |
| **Page CRO** | Conversion rate optimization for marketing pages - homepages, landing pages, pricing pages. | `skills/page-cro` |
| **Paid Ads** | Create and optimize paid ad campaigns on Google Ads, Meta, LinkedIn, and other platforms. | `skills/paid-ads` |
| **Parallel Agents** | Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise. | `skills/parallel-agents` |
| **Paywall Upgrade CRO** | Optimize in-app paywalls, upgrade screens, and freemium conversion moments. | `skills/paywall-upgrade-cro` |
| **PDF (Official)** | Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. | `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** | Building custom tools. Rapid prototyping, local-first apps, CLI tools. | `skills/personal-tool-builder` |
| **Plaid Fintech** | Plaid API for banking. Link token flows, transactions, ACH. | `skills/plaid-fintech` |
| **Plan Writing** | Structured task planning with clear breakdowns, dependencies, and verification criteria. | `skills/plan-writing` |
| **Planning With Files** | Implements Manus-style file-based planning for complex tasks. | `skills/planning-with-files` |
| **Playwright Automation** | Complete browser automation with Playwright. | `skills/playwright-skill` |
| **Popup CRO** | Create and optimize popups, modals, and overlays for conversion. | `skills/popup-cro` |
| **PowerShell Windows** | PowerShell Windows patterns. Critical pitfalls, operator syntax, error handling. | `skills/powershell-windows` |
| **PPTX (Official)** | "Presentation creation, editing, and analysis. | `skills/pptx-official` |
| **Pricing Strategy** | Design pricing, packaging, and monetization strategy for SaaS products. | `skills/pricing-strategy` |
| **Prisma Expert** | Prisma ORM expert for schema design, migrations, query optimization, relations modeling. | `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 Toolkit** | Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. | `skills/product-manager-toolkit` |
| **Programmatic SEO** | Build SEO-driven pages at scale using templates and data. | `skills/programmatic-seo` |
| **Prompt Caching** | Caching strategies for LLM prompts. Anthropic caching, CAG. | `skills/prompt-caching` |
| **Prompt Engineer** | Designing prompts for LLM applications. Structure, evaluation. | `skills/prompt-engineer` |
| **Prompt Engineering** | Expert guide on prompt engineering patterns, best practices, and optimization techniques. | `skills/prompt-engineering` |
| **Prompt Library** | "Curated collection of high-quality prompts for various use cases. | `skills/prompt-library` |
| **Python Patterns** | Python development principles. Framework selection, async patterns, type hints, project structure. | `skills/python-patterns` |
| **RAG Engineer** | Building RAG systems. Embedding models, vector databases, chunking. | `skills/rag-engineer` |
| **RAG Implementation** | RAG patterns. Chunking, embeddings, vector stores. | `skills/rag-implementation` |
| **React Best Practices** | React and Next. | `skills/react-best-practices` |
| **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. | `skills/react-ui-patterns` |
| **Research Engineer** | Academic Research Engineer persona with scientific rigor, zero hallucinations, and optimal language selection for high-precision engineering tasks. | `skills/research-engineer` |
| **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 Tactics** | Red team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting. | `skills/red-team-tactics` |
| **Remotion Best Practices** | Best practices for Remotion - Video creation in React. Includes 28 modular rules for animations, audio, video, captions, 3D, charts, transitions, and more. | `skills/remotion-best-practices` |
| **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` |
| **Referral Program** | Design referral programs, affiliate programs, and word-of-mouth strategies. | `skills/referral-program` |
| **Requesting Code Review** | Use when completing tasks, implementing major features, or before merging to verify work meets requirements. | `skills/requesting-code-review` |
| **Salesforce Development** | Salesforce integration, Apex development, Lightning components. | `skills/salesforce-development` |
| **Schema Markup** | Add structured data and JSON-LD schema markup for SEO and rich snippets. | `skills/schema-markup` |
| **Scroll Experience** | GSAP/Framer scroll-driven storytelling. Parallax effects. | `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". | `skills/scanning-tools` |
| **Segment CDP** | Segment customer data platform. Event tracking, identity resolution. | `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. | `skills/senior-architect` |
| **Senior Fullstack** | Comprehensive fullstack development skill for building complete web applications with React, Next. | `skills/senior-fullstack` |
| **SEO Audit** | Audit technical and on-page SEO issues for better search rankings. | `skills/seo-audit` |
| **SEO Fundamentals** | SEO fundamentals, E-E-A-T, Core Web Vitals, and Google algorithm principles. | `skills/seo-fundamentals` |
| **Server Management** | Server management principles. Process management, monitoring strategy, and scaling decisions. | `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. | `skills/shodan-reconnaissance` |
| **Shopify Apps** | Building Shopify apps. App Bridge, Polaris, webhooks. | `skills/shopify-apps` |
| **Shopify Development** | Build Shopify apps, extensions, themes using GraphQL Admin API, Shopify CLI, Polaris UI, and Liquid. Use when user asks about "shopify app", "checkout extension", "shopify theme", "liquid template", "polaris", "shopify graphql", "shopify webhook", or "metafields". | `skills/shopify-development` |
| **Signup Flow CRO** | Optimize signup, registration, and trial activation flows for higher conversions. | `skills/signup-flow-cro` |
| **Skill Creator** | Guide for creating effective skills. | `skills/skill-creator` |
| **Skill Developer** | Create and manage Claude Code skills following Anthropic best practices. | `skills/skill-developer` |
| **Slack Bot Builder** | Production Slack bots. Bolt framework, slash commands, modals. | `skills/slack-bot-builder` |
| **Slack GIF Creator** | Knowledge and utilities for creating animated GIFs optimized 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". | `skills/smtp-penetration-testing` |
| **Social Content** | Create and schedule social media content for LinkedIn, Twitter/X, and other platforms. | `skills/social-content` |
| **Software Architecture** | Guide for quality focused software architecture. | `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". | `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. | `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". | `skills/ssh-penetration-testing` |
| **Stripe Integration** | Stripe patterns. Checkout, subscriptions, payment intents, webhooks. | `skills/stripe-integration` |
| **Subagent Driven Dev** | Use when executing implementation plans with independent tasks in the current session. | `skills/subagent-driven-development` |
| **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, design token architecture. | `skills/tailwind-patterns` |
| **TDD** | Use when implementing any feature or bugfix, before writing implementation code. | `skills/test-driven-development` |
| **TDD Workflow** | Test-Driven Development workflow principles. RED-GREEN-REFACTOR cycle. | `skills/tdd-workflow` |
| **Telegram Bot Builder** | Building Telegram bots. Bot API, inline mode, payments, Mini Apps. | `skills/telegram-bot-builder` |
| **Telegram Mini App** | TON Connect, Telegram Mini Apps, wallet integration. | `skills/telegram-mini-app` |
| **Test Fixing** | Run tests and systematically fix all failing tests using smart error grouping. | `skills/test-fixing` |
| **Testing Patterns** | Jest testing patterns, factory functions, mocking strategies, and TDD workflow. | `skills/testing-patterns` |
| **Theme Factory** | Toolkit for styling artifacts with a theme. | `skills/theme-factory` |
| **Top 100 Vulnerabilities** | 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". | `skills/top-web-vulnerabilities` |
| **Trigger.dev** | Trigger.dev for serverless background jobs. Long-running tasks. | `skills/trigger-dev` |
| **Twilio Communications** | Twilio for SMS, voice, video. Programmable messaging, OTP. | `skills/twilio-communications` |
| **TypeScript Expert** | TypeScript expert with deep knowledge of type-level programming, performance optimization, migration strategies. | `skills/typescript-expert` |
| **UI/UX Pro Max** | "UI/UX design intelligence. | `skills/ui-ux-pro-max` |
| **Upstash QStash** | Upstash QStash for serverless message queues. | `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** | Vercel deployment. Edge functions, preview deployments. | `skills/vercel-deployment` |
| **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** | Building shareable generators that go viral. | `skills/viral-generator-builder` |
| **Voice Agents** | Voice-based AI assistants. Speech-to-text, real-time conversation. | `skills/voice-agents` |
| **Voice AI Development** | Voice AI patterns. Wake words, streaming ASR, emotional TTS. | `skills/voice-ai-development` |
| **Vulnerability Scanner** | Advanced vulnerability analysis principles. OWASP 2025, Supply Chain Security, attack surface mapping. | `skills/vulnerability-scanner` |
| **Web Artifacts** | Suite of tools for creating elaborate, multi-component claude. | `skills/web-artifacts-builder` |
| **Web Design Guidelines** | Review UI code for Web Interface Guidelines compliance. | `skills/web-design-guidelines` |
| **Webapp Testing** | Toolkit for interacting with and testing local web applications using Playwright. | `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. | `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". | `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". | `skills/wordpress-penetration-testing` |
| **Workflow Automation** | "Design and implement automated workflows combining visual logic with custom code. | `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 (Official)** | "Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. | `skills/xlsx-official` |
| **Zapier/Make Patterns** | No-code automation. Zapier, Make, n8n workflows. | `skills/zapier-make-patterns` |
> [!TIP]
> Use the `validate_skills.py` script in the `scripts/` directory to ensure all skills are properly formatted and ready for use.
@@ -378,6 +389,7 @@ This collection would not be possible without the incredible work of the Claude
- **[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.
@@ -395,6 +407,8 @@ This collection would not be possible without the incredible work of the Claude
- **[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

View File

@@ -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.`.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]``/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!

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@@ -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`

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@@ -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!

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---
name: backend-patterns
description: Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.
author: affaan-m
version: "1.0"
---
# Backend Development Patterns
Backend architecture patterns and best practices for scalable server-side applications.
## API Design Patterns
### RESTful API Structure
```typescript
// ✅ Resource-based URLs
GET /api/markets # List resources
GET /api/markets/:id # Get single resource
POST /api/markets # Create resource
PUT /api/markets/:id # Replace resource
PATCH /api/markets/:id # Update resource
DELETE /api/markets/:id # Delete resource
// ✅ Query parameters for filtering, sorting, pagination
GET /api/markets?status=active&sort=volume&limit=20&offset=0
```
### Repository Pattern
```typescript
// Abstract data access logic
interface MarketRepository {
findAll(filters?: MarketFilters): Promise<Market[]>
findById(id: string): Promise<Market | null>
create(data: CreateMarketDto): Promise<Market>
update(id: string, data: UpdateMarketDto): Promise<Market>
delete(id: string): Promise<void>
}
class SupabaseMarketRepository implements MarketRepository {
async findAll(filters?: MarketFilters): Promise<Market[]> {
let query = supabase.from('markets').select('*')
if (filters?.status) {
query = query.eq('status', filters.status)
}
if (filters?.limit) {
query = query.limit(filters.limit)
}
const { data, error } = await query
if (error) throw new Error(error.message)
return data
}
// Other methods...
}
```
### Service Layer Pattern
```typescript
// Business logic separated from data access
class MarketService {
constructor(private marketRepo: MarketRepository) {}
async searchMarkets(query: string, limit: number = 10): Promise<Market[]> {
// Business logic
const embedding = await generateEmbedding(query)
const results = await this.vectorSearch(embedding, limit)
// Fetch full data
const markets = await this.marketRepo.findByIds(results.map(r => r.id))
// Sort by similarity
return markets.sort((a, b) => {
const scoreA = results.find(r => r.id === a.id)?.score || 0
const scoreB = results.find(r => r.id === b.id)?.score || 0
return scoreA - scoreB
})
}
private async vectorSearch(embedding: number[], limit: number) {
// Vector search implementation
}
}
```
### Middleware Pattern
```typescript
// Request/response processing pipeline
export function withAuth(handler: NextApiHandler): NextApiHandler {
return async (req, res) => {
const token = req.headers.authorization?.replace('Bearer ', '')
if (!token) {
return res.status(401).json({ error: 'Unauthorized' })
}
try {
const user = await verifyToken(token)
req.user = user
return handler(req, res)
} catch (error) {
return res.status(401).json({ error: 'Invalid token' })
}
}
}
// Usage
export default withAuth(async (req, res) => {
// Handler has access to req.user
})
```
## Database Patterns
### Query Optimization
```typescript
// ✅ GOOD: Select only needed columns
const { data } = await supabase
.from('markets')
.select('id, name, status, volume')
.eq('status', 'active')
.order('volume', { ascending: false })
.limit(10)
// ❌ BAD: Select everything
const { data } = await supabase
.from('markets')
.select('*')
```
### N+1 Query Prevention
```typescript
// ❌ BAD: N+1 query problem
const markets = await getMarkets()
for (const market of markets) {
market.creator = await getUser(market.creator_id) // N queries
}
// ✅ GOOD: Batch fetch
const markets = await getMarkets()
const creatorIds = markets.map(m => m.creator_id)
const creators = await getUsers(creatorIds) // 1 query
const creatorMap = new Map(creators.map(c => [c.id, c]))
markets.forEach(market => {
market.creator = creatorMap.get(market.creator_id)
})
```
### Transaction Pattern
```typescript
async function createMarketWithPosition(
marketData: CreateMarketDto,
positionData: CreatePositionDto
) {
// Use Supabase transaction
const { data, error } = await supabase.rpc('create_market_with_position', {
market_data: marketData,
position_data: positionData
})
if (error) throw new Error('Transaction failed')
return data
}
// SQL function in Supabase
CREATE OR REPLACE FUNCTION create_market_with_position(
market_data jsonb,
position_data jsonb
)
RETURNS jsonb
LANGUAGE plpgsql
AS $$
BEGIN
-- Start transaction automatically
INSERT INTO markets VALUES (market_data);
INSERT INTO positions VALUES (position_data);
RETURN jsonb_build_object('success', true);
EXCEPTION
WHEN OTHERS THEN
-- Rollback happens automatically
RETURN jsonb_build_object('success', false, 'error', SQLERRM);
END;
$$;
```
## Caching Strategies
### Redis Caching Layer
```typescript
class CachedMarketRepository implements MarketRepository {
constructor(
private baseRepo: MarketRepository,
private redis: RedisClient
) {}
async findById(id: string): Promise<Market | null> {
// Check cache first
const cached = await this.redis.get(`market:${id}`)
if (cached) {
return JSON.parse(cached)
}
// Cache miss - fetch from database
const market = await this.baseRepo.findById(id)
if (market) {
// Cache for 5 minutes
await this.redis.setex(`market:${id}`, 300, JSON.stringify(market))
}
return market
}
async invalidateCache(id: string): Promise<void> {
await this.redis.del(`market:${id}`)
}
}
```
### Cache-Aside Pattern
```typescript
async function getMarketWithCache(id: string): Promise<Market> {
const cacheKey = `market:${id}`
// Try cache
const cached = await redis.get(cacheKey)
if (cached) return JSON.parse(cached)
// Cache miss - fetch from DB
const market = await db.markets.findUnique({ where: { id } })
if (!market) throw new Error('Market not found')
// Update cache
await redis.setex(cacheKey, 300, JSON.stringify(market))
return market
}
```
## Error Handling Patterns
### Centralized Error Handler
```typescript
class ApiError extends Error {
constructor(
public statusCode: number,
public message: string,
public isOperational = true
) {
super(message)
Object.setPrototypeOf(this, ApiError.prototype)
}
}
export function errorHandler(error: unknown, req: Request): Response {
if (error instanceof ApiError) {
return NextResponse.json({
success: false,
error: error.message
}, { status: error.statusCode })
}
if (error instanceof z.ZodError) {
return NextResponse.json({
success: false,
error: 'Validation failed',
details: error.errors
}, { status: 400 })
}
// Log unexpected errors
console.error('Unexpected error:', error)
return NextResponse.json({
success: false,
error: 'Internal server error'
}, { status: 500 })
}
// Usage
export async function GET(request: Request) {
try {
const data = await fetchData()
return NextResponse.json({ success: true, data })
} catch (error) {
return errorHandler(error, request)
}
}
```
### Retry with Exponential Backoff
```typescript
async function fetchWithRetry<T>(
fn: () => Promise<T>,
maxRetries = 3
): Promise<T> {
let lastError: Error
for (let i = 0; i < maxRetries; i++) {
try {
return await fn()
} catch (error) {
lastError = error as Error
if (i < maxRetries - 1) {
// Exponential backoff: 1s, 2s, 4s
const delay = Math.pow(2, i) * 1000
await new Promise(resolve => setTimeout(resolve, delay))
}
}
}
throw lastError!
}
// Usage
const data = await fetchWithRetry(() => fetchFromAPI())
```
## Authentication & Authorization
### JWT Token Validation
```typescript
import jwt from 'jsonwebtoken'
interface JWTPayload {
userId: string
email: string
role: 'admin' | 'user'
}
export function verifyToken(token: string): JWTPayload {
try {
const payload = jwt.verify(token, process.env.JWT_SECRET!) as JWTPayload
return payload
} catch (error) {
throw new ApiError(401, 'Invalid token')
}
}
export async function requireAuth(request: Request) {
const token = request.headers.get('authorization')?.replace('Bearer ', '')
if (!token) {
throw new ApiError(401, 'Missing authorization token')
}
return verifyToken(token)
}
// Usage in API route
export async function GET(request: Request) {
const user = await requireAuth(request)
const data = await getDataForUser(user.userId)
return NextResponse.json({ success: true, data })
}
```
### Role-Based Access Control
```typescript
type Permission = 'read' | 'write' | 'delete' | 'admin'
interface User {
id: string
role: 'admin' | 'moderator' | 'user'
}
const rolePermissions: Record<User['role'], Permission[]> = {
admin: ['read', 'write', 'delete', 'admin'],
moderator: ['read', 'write', 'delete'],
user: ['read', 'write']
}
export function hasPermission(user: User, permission: Permission): boolean {
return rolePermissions[user.role].includes(permission)
}
export function requirePermission(permission: Permission) {
return async (request: Request) => {
const user = await requireAuth(request)
if (!hasPermission(user, permission)) {
throw new ApiError(403, 'Insufficient permissions')
}
return user
}
}
// Usage
export const DELETE = requirePermission('delete')(async (request: Request) => {
// Handler with permission check
})
```
## Rate Limiting
### Simple In-Memory Rate Limiter
```typescript
class RateLimiter {
private requests = new Map<string, number[]>()
async checkLimit(
identifier: string,
maxRequests: number,
windowMs: number
): Promise<boolean> {
const now = Date.now()
const requests = this.requests.get(identifier) || []
// Remove old requests outside window
const recentRequests = requests.filter(time => now - time < windowMs)
if (recentRequests.length >= maxRequests) {
return false // Rate limit exceeded
}
// Add current request
recentRequests.push(now)
this.requests.set(identifier, recentRequests)
return true
}
}
const limiter = new RateLimiter()
export async function GET(request: Request) {
const ip = request.headers.get('x-forwarded-for') || 'unknown'
const allowed = await limiter.checkLimit(ip, 100, 60000) // 100 req/min
if (!allowed) {
return NextResponse.json({
error: 'Rate limit exceeded'
}, { status: 429 })
}
// Continue with request
}
```
## Background Jobs & Queues
### Simple Queue Pattern
```typescript
class JobQueue<T> {
private queue: T[] = []
private processing = false
async add(job: T): Promise<void> {
this.queue.push(job)
if (!this.processing) {
this.process()
}
}
private async process(): Promise<void> {
this.processing = true
while (this.queue.length > 0) {
const job = this.queue.shift()!
try {
await this.execute(job)
} catch (error) {
console.error('Job failed:', error)
}
}
this.processing = false
}
private async execute(job: T): Promise<void> {
// Job execution logic
}
}
// Usage for indexing markets
interface IndexJob {
marketId: string
}
const indexQueue = new JobQueue<IndexJob>()
export async function POST(request: Request) {
const { marketId } = await request.json()
// Add to queue instead of blocking
await indexQueue.add({ marketId })
return NextResponse.json({ success: true, message: 'Job queued' })
}
```
## Logging & Monitoring
### Structured Logging
```typescript
interface LogContext {
userId?: string
requestId?: string
method?: string
path?: string
[key: string]: unknown
}
class Logger {
log(level: 'info' | 'warn' | 'error', message: string, context?: LogContext) {
const entry = {
timestamp: new Date().toISOString(),
level,
message,
...context
}
console.log(JSON.stringify(entry))
}
info(message: string, context?: LogContext) {
this.log('info', message, context)
}
warn(message: string, context?: LogContext) {
this.log('warn', message, context)
}
error(message: string, error: Error, context?: LogContext) {
this.log('error', message, {
...context,
error: error.message,
stack: error.stack
})
}
}
const logger = new Logger()
// Usage
export async function GET(request: Request) {
const requestId = crypto.randomUUID()
logger.info('Fetching markets', {
requestId,
method: 'GET',
path: '/api/markets'
})
try {
const markets = await fetchMarkets()
return NextResponse.json({ success: true, data: markets })
} catch (error) {
logger.error('Failed to fetch markets', error as Error, { requestId })
return NextResponse.json({ error: 'Internal error' }, { status: 500 })
}
}
```
**Remember**: Backend patterns enable scalable, maintainable server-side applications. Choose patterns that fit your complexity level.

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---
name: clickhouse-io
description: ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
author: affaan-m
version: "1.0"
---
# ClickHouse Analytics Patterns
ClickHouse-specific patterns for high-performance analytics and data engineering.
## Overview
ClickHouse is a column-oriented database management system (DBMS) for online analytical processing (OLAP). It's optimized for fast analytical queries on large datasets.
**Key Features:**
- Column-oriented storage
- Data compression
- Parallel query execution
- Distributed queries
- Real-time analytics
## Table Design Patterns
### MergeTree Engine (Most Common)
```sql
CREATE TABLE markets_analytics (
date Date,
market_id String,
market_name String,
volume UInt64,
trades UInt32,
unique_traders UInt32,
avg_trade_size Float64,
created_at DateTime
) ENGINE = MergeTree()
PARTITION BY toYYYYMM(date)
ORDER BY (date, market_id)
SETTINGS index_granularity = 8192;
```
### ReplacingMergeTree (Deduplication)
```sql
-- For data that may have duplicates (e.g., from multiple sources)
CREATE TABLE user_events (
event_id String,
user_id String,
event_type String,
timestamp DateTime,
properties String
) ENGINE = ReplacingMergeTree()
PARTITION BY toYYYYMM(timestamp)
ORDER BY (user_id, event_id, timestamp)
PRIMARY KEY (user_id, event_id);
```
### AggregatingMergeTree (Pre-aggregation)
```sql
-- For maintaining aggregated metrics
CREATE TABLE market_stats_hourly (
hour DateTime,
market_id String,
total_volume AggregateFunction(sum, UInt64),
total_trades AggregateFunction(count, UInt32),
unique_users AggregateFunction(uniq, String)
) ENGINE = AggregatingMergeTree()
PARTITION BY toYYYYMM(hour)
ORDER BY (hour, market_id);
-- Query aggregated data
SELECT
hour,
market_id,
sumMerge(total_volume) AS volume,
countMerge(total_trades) AS trades,
uniqMerge(unique_users) AS users
FROM market_stats_hourly
WHERE hour >= toStartOfHour(now() - INTERVAL 24 HOUR)
GROUP BY hour, market_id
ORDER BY hour DESC;
```
## Query Optimization Patterns
### Efficient Filtering
```sql
-- ✅ GOOD: Use indexed columns first
SELECT *
FROM markets_analytics
WHERE date >= '2025-01-01'
AND market_id = 'market-123'
AND volume > 1000
ORDER BY date DESC
LIMIT 100;
-- ❌ BAD: Filter on non-indexed columns first
SELECT *
FROM markets_analytics
WHERE volume > 1000
AND market_name LIKE '%election%'
AND date >= '2025-01-01';
```
### Aggregations
```sql
-- ✅ GOOD: Use ClickHouse-specific aggregation functions
SELECT
toStartOfDay(created_at) AS day,
market_id,
sum(volume) AS total_volume,
count() AS total_trades,
uniq(trader_id) AS unique_traders,
avg(trade_size) AS avg_size
FROM trades
WHERE created_at >= today() - INTERVAL 7 DAY
GROUP BY day, market_id
ORDER BY day DESC, total_volume DESC;
-- ✅ Use quantile for percentiles (more efficient than percentile)
SELECT
quantile(0.50)(trade_size) AS median,
quantile(0.95)(trade_size) AS p95,
quantile(0.99)(trade_size) AS p99
FROM trades
WHERE created_at >= now() - INTERVAL 1 HOUR;
```
### Window Functions
```sql
-- Calculate running totals
SELECT
date,
market_id,
volume,
sum(volume) OVER (
PARTITION BY market_id
ORDER BY date
ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW
) AS cumulative_volume
FROM markets_analytics
WHERE date >= today() - INTERVAL 30 DAY
ORDER BY market_id, date;
```
## Data Insertion Patterns
### Bulk Insert (Recommended)
```typescript
import { ClickHouse } from 'clickhouse'
const clickhouse = new ClickHouse({
url: process.env.CLICKHOUSE_URL,
port: 8123,
basicAuth: {
username: process.env.CLICKHOUSE_USER,
password: process.env.CLICKHOUSE_PASSWORD
}
})
// ✅ Batch insert (efficient)
async function bulkInsertTrades(trades: Trade[]) {
const values = trades.map(trade => `(
'${trade.id}',
'${trade.market_id}',
'${trade.user_id}',
${trade.amount},
'${trade.timestamp.toISOString()}'
)`).join(',')
await clickhouse.query(`
INSERT INTO trades (id, market_id, user_id, amount, timestamp)
VALUES ${values}
`).toPromise()
}
// ❌ Individual inserts (slow)
async function insertTrade(trade: Trade) {
// Don't do this in a loop!
await clickhouse.query(`
INSERT INTO trades VALUES ('${trade.id}', ...)
`).toPromise()
}
```
### Streaming Insert
```typescript
// For continuous data ingestion
import { createWriteStream } from 'fs'
import { pipeline } from 'stream/promises'
async function streamInserts() {
const stream = clickhouse.insert('trades').stream()
for await (const batch of dataSource) {
stream.write(batch)
}
await stream.end()
}
```
## Materialized Views
### Real-time Aggregations
```sql
-- Create materialized view for hourly stats
CREATE MATERIALIZED VIEW market_stats_hourly_mv
TO market_stats_hourly
AS SELECT
toStartOfHour(timestamp) AS hour,
market_id,
sumState(amount) AS total_volume,
countState() AS total_trades,
uniqState(user_id) AS unique_users
FROM trades
GROUP BY hour, market_id;
-- Query the materialized view
SELECT
hour,
market_id,
sumMerge(total_volume) AS volume,
countMerge(total_trades) AS trades,
uniqMerge(unique_users) AS users
FROM market_stats_hourly
WHERE hour >= now() - INTERVAL 24 HOUR
GROUP BY hour, market_id;
```
## Performance Monitoring
### Query Performance
```sql
-- Check slow queries
SELECT
query_id,
user,
query,
query_duration_ms,
read_rows,
read_bytes,
memory_usage
FROM system.query_log
WHERE type = 'QueryFinish'
AND query_duration_ms > 1000
AND event_time >= now() - INTERVAL 1 HOUR
ORDER BY query_duration_ms DESC
LIMIT 10;
```
### Table Statistics
```sql
-- Check table sizes
SELECT
database,
table,
formatReadableSize(sum(bytes)) AS size,
sum(rows) AS rows,
max(modification_time) AS latest_modification
FROM system.parts
WHERE active
GROUP BY database, table
ORDER BY sum(bytes) DESC;
```
## Common Analytics Queries
### Time Series Analysis
```sql
-- Daily active users
SELECT
toDate(timestamp) AS date,
uniq(user_id) AS daily_active_users
FROM events
WHERE timestamp >= today() - INTERVAL 30 DAY
GROUP BY date
ORDER BY date;
-- Retention analysis
SELECT
signup_date,
countIf(days_since_signup = 0) AS day_0,
countIf(days_since_signup = 1) AS day_1,
countIf(days_since_signup = 7) AS day_7,
countIf(days_since_signup = 30) AS day_30
FROM (
SELECT
user_id,
min(toDate(timestamp)) AS signup_date,
toDate(timestamp) AS activity_date,
dateDiff('day', signup_date, activity_date) AS days_since_signup
FROM events
GROUP BY user_id, activity_date
)
GROUP BY signup_date
ORDER BY signup_date DESC;
```
### Funnel Analysis
```sql
-- Conversion funnel
SELECT
countIf(step = 'viewed_market') AS viewed,
countIf(step = 'clicked_trade') AS clicked,
countIf(step = 'completed_trade') AS completed,
round(clicked / viewed * 100, 2) AS view_to_click_rate,
round(completed / clicked * 100, 2) AS click_to_completion_rate
FROM (
SELECT
user_id,
session_id,
event_type AS step
FROM events
WHERE event_date = today()
)
GROUP BY session_id;
```
### Cohort Analysis
```sql
-- User cohorts by signup month
SELECT
toStartOfMonth(signup_date) AS cohort,
toStartOfMonth(activity_date) AS month,
dateDiff('month', cohort, month) AS months_since_signup,
count(DISTINCT user_id) AS active_users
FROM (
SELECT
user_id,
min(toDate(timestamp)) OVER (PARTITION BY user_id) AS signup_date,
toDate(timestamp) AS activity_date
FROM events
)
GROUP BY cohort, month, months_since_signup
ORDER BY cohort, months_since_signup;
```
## Data Pipeline Patterns
### ETL Pattern
```typescript
// Extract, Transform, Load
async function etlPipeline() {
// 1. Extract from source
const rawData = await extractFromPostgres()
// 2. Transform
const transformed = rawData.map(row => ({
date: new Date(row.created_at).toISOString().split('T')[0],
market_id: row.market_slug,
volume: parseFloat(row.total_volume),
trades: parseInt(row.trade_count)
}))
// 3. Load to ClickHouse
await bulkInsertToClickHouse(transformed)
}
// Run periodically
setInterval(etlPipeline, 60 * 60 * 1000) // Every hour
```
### Change Data Capture (CDC)
```typescript
// Listen to PostgreSQL changes and sync to ClickHouse
import { Client } from 'pg'
const pgClient = new Client({ connectionString: process.env.DATABASE_URL })
pgClient.query('LISTEN market_updates')
pgClient.on('notification', async (msg) => {
const update = JSON.parse(msg.payload)
await clickhouse.insert('market_updates', [
{
market_id: update.id,
event_type: update.operation, // INSERT, UPDATE, DELETE
timestamp: new Date(),
data: JSON.stringify(update.new_data)
}
])
})
```
## Best Practices
### 1. Partitioning Strategy
- Partition by time (usually month or day)
- Avoid too many partitions (performance impact)
- Use DATE type for partition key
### 2. Ordering Key
- Put most frequently filtered columns first
- Consider cardinality (high cardinality first)
- Order impacts compression
### 3. Data Types
- Use smallest appropriate type (UInt32 vs UInt64)
- Use LowCardinality for repeated strings
- Use Enum for categorical data
### 4. Avoid
- SELECT * (specify columns)
- FINAL (merge data before query instead)
- Too many JOINs (denormalize for analytics)
- Small frequent inserts (batch instead)
### 5. Monitoring
- Track query performance
- Monitor disk usage
- Check merge operations
- Review slow query log
**Remember**: ClickHouse excels at analytical workloads. Design tables for your query patterns, batch inserts, and leverage materialized views for real-time aggregations.

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---
name: coding-standards
description: Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development.
author: affaan-m
version: "1.0"
---
# Coding Standards & Best Practices
Universal coding standards applicable across all projects.
## Code Quality Principles
### 1. Readability First
- Code is read more than written
- Clear variable and function names
- Self-documenting code preferred over comments
- Consistent formatting
### 2. KISS (Keep It Simple, Stupid)
- Simplest solution that works
- Avoid over-engineering
- No premature optimization
- Easy to understand > clever code
### 3. DRY (Don't Repeat Yourself)
- Extract common logic into functions
- Create reusable components
- Share utilities across modules
- Avoid copy-paste programming
### 4. YAGNI (You Aren't Gonna Need It)
- Don't build features before they're needed
- Avoid speculative generality
- Add complexity only when required
- Start simple, refactor when needed
## TypeScript/JavaScript Standards
### Variable Naming
```typescript
// ✅ GOOD: Descriptive names
const marketSearchQuery = 'election'
const isUserAuthenticated = true
const totalRevenue = 1000
// ❌ BAD: Unclear names
const q = 'election'
const flag = true
const x = 1000
```
### Function Naming
```typescript
// ✅ GOOD: Verb-noun pattern
async function fetchMarketData(marketId: string) { }
function calculateSimilarity(a: number[], b: number[]) { }
function isValidEmail(email: string): boolean { }
// ❌ BAD: Unclear or noun-only
async function market(id: string) { }
function similarity(a, b) { }
function email(e) { }
```
### Immutability Pattern (CRITICAL)
```typescript
// ✅ ALWAYS use spread operator
const updatedUser = {
...user,
name: 'New Name'
}
const updatedArray = [...items, newItem]
// ❌ NEVER mutate directly
user.name = 'New Name' // BAD
items.push(newItem) // BAD
```
### Error Handling
```typescript
// ✅ GOOD: Comprehensive error handling
async function fetchData(url: string) {
try {
const response = await fetch(url)
if (!response.ok) {
throw new Error(`HTTP ${response.status}: ${response.statusText}`)
}
return await response.json()
} catch (error) {
console.error('Fetch failed:', error)
throw new Error('Failed to fetch data')
}
}
// ❌ BAD: No error handling
async function fetchData(url) {
const response = await fetch(url)
return response.json()
}
```
### Async/Await Best Practices
```typescript
// ✅ GOOD: Parallel execution when possible
const [users, markets, stats] = await Promise.all([
fetchUsers(),
fetchMarkets(),
fetchStats()
])
// ❌ BAD: Sequential when unnecessary
const users = await fetchUsers()
const markets = await fetchMarkets()
const stats = await fetchStats()
```
### Type Safety
```typescript
// ✅ GOOD: Proper types
interface Market {
id: string
name: string
status: 'active' | 'resolved' | 'closed'
created_at: Date
}
function getMarket(id: string): Promise<Market> {
// Implementation
}
// ❌ BAD: Using 'any'
function getMarket(id: any): Promise<any> {
// Implementation
}
```
## React Best Practices
### Component Structure
```typescript
// ✅ GOOD: Functional component with types
interface ButtonProps {
children: React.ReactNode
onClick: () => void
disabled?: boolean
variant?: 'primary' | 'secondary'
}
export function Button({
children,
onClick,
disabled = false,
variant = 'primary'
}: ButtonProps) {
return (
<button
onClick={onClick}
disabled={disabled}
className={`btn btn-${variant}`}
>
{children}
</button>
)
}
// ❌ BAD: No types, unclear structure
export function Button(props) {
return <button onClick={props.onClick}>{props.children}</button>
}
```
### Custom Hooks
```typescript
// ✅ GOOD: Reusable custom hook
export function useDebounce<T>(value: T, delay: number): T {
const [debouncedValue, setDebouncedValue] = useState<T>(value)
useEffect(() => {
const handler = setTimeout(() => {
setDebouncedValue(value)
}, delay)
return () => clearTimeout(handler)
}, [value, delay])
return debouncedValue
}
// Usage
const debouncedQuery = useDebounce(searchQuery, 500)
```
### State Management
```typescript
// ✅ GOOD: Proper state updates
const [count, setCount] = useState(0)
// Functional update for state based on previous state
setCount(prev => prev + 1)
// ❌ BAD: Direct state reference
setCount(count + 1) // Can be stale in async scenarios
```
### Conditional Rendering
```typescript
// ✅ GOOD: Clear conditional rendering
{isLoading && <Spinner />}
{error && <ErrorMessage error={error} />}
{data && <DataDisplay data={data} />}
// ❌ BAD: Ternary hell
{isLoading ? <Spinner /> : error ? <ErrorMessage error={error} /> : data ? <DataDisplay data={data} /> : null}
```
## API Design Standards
### REST API Conventions
```
GET /api/markets # List all markets
GET /api/markets/:id # Get specific market
POST /api/markets # Create new market
PUT /api/markets/:id # Update market (full)
PATCH /api/markets/:id # Update market (partial)
DELETE /api/markets/:id # Delete market
# Query parameters for filtering
GET /api/markets?status=active&limit=10&offset=0
```
### Response Format
```typescript
// ✅ GOOD: Consistent response structure
interface ApiResponse<T> {
success: boolean
data?: T
error?: string
meta?: {
total: number
page: number
limit: number
}
}
// Success response
return NextResponse.json({
success: true,
data: markets,
meta: { total: 100, page: 1, limit: 10 }
})
// Error response
return NextResponse.json({
success: false,
error: 'Invalid request'
}, { status: 400 })
```
### Input Validation
```typescript
import { z } from 'zod'
// ✅ GOOD: Schema validation
const CreateMarketSchema = z.object({
name: z.string().min(1).max(200),
description: z.string().min(1).max(2000),
endDate: z.string().datetime(),
categories: z.array(z.string()).min(1)
})
export async function POST(request: Request) {
const body = await request.json()
try {
const validated = CreateMarketSchema.parse(body)
// Proceed with validated data
} catch (error) {
if (error instanceof z.ZodError) {
return NextResponse.json({
success: false,
error: 'Validation failed',
details: error.errors
}, { status: 400 })
}
}
}
```
## File Organization
### Project Structure
```
src/
├── app/ # Next.js App Router
│ ├── api/ # API routes
│ ├── markets/ # Market pages
│ └── (auth)/ # Auth pages (route groups)
├── components/ # React components
│ ├── ui/ # Generic UI components
│ ├── forms/ # Form components
│ └── layouts/ # Layout components
├── hooks/ # Custom React hooks
├── lib/ # Utilities and configs
│ ├── api/ # API clients
│ ├── utils/ # Helper functions
│ └── constants/ # Constants
├── types/ # TypeScript types
└── styles/ # Global styles
```
### File Naming
```
components/Button.tsx # PascalCase for components
hooks/useAuth.ts # camelCase with 'use' prefix
lib/formatDate.ts # camelCase for utilities
types/market.types.ts # camelCase with .types suffix
```
## Comments & Documentation
### When to Comment
```typescript
// ✅ GOOD: Explain WHY, not WHAT
// Use exponential backoff to avoid overwhelming the API during outages
const delay = Math.min(1000 * Math.pow(2, retryCount), 30000)
// Deliberately using mutation here for performance with large arrays
items.push(newItem)
// ❌ BAD: Stating the obvious
// Increment counter by 1
count++
// Set name to user's name
name = user.name
```
### JSDoc for Public APIs
```typescript
/**
* Searches markets using semantic similarity.
*
* @param query - Natural language search query
* @param limit - Maximum number of results (default: 10)
* @returns Array of markets sorted by similarity score
* @throws {Error} If OpenAI API fails or Redis unavailable
*
* @example
* ```typescript
* const results = await searchMarkets('election', 5)
* console.log(results[0].name) // "Trump vs Biden"
* ```
*/
export async function searchMarkets(
query: string,
limit: number = 10
): Promise<Market[]> {
// Implementation
}
```
## Performance Best Practices
### Memoization
```typescript
import { useMemo, useCallback } from 'react'
// ✅ GOOD: Memoize expensive computations
const sortedMarkets = useMemo(() => {
return markets.sort((a, b) => b.volume - a.volume)
}, [markets])
// ✅ GOOD: Memoize callbacks
const handleSearch = useCallback((query: string) => {
setSearchQuery(query)
}, [])
```
### Lazy Loading
```typescript
import { lazy, Suspense } from 'react'
// ✅ GOOD: Lazy load heavy components
const HeavyChart = lazy(() => import('./HeavyChart'))
export function Dashboard() {
return (
<Suspense fallback={<Spinner />}>
<HeavyChart />
</Suspense>
)
}
```
### Database Queries
```typescript
// ✅ GOOD: Select only needed columns
const { data } = await supabase
.from('markets')
.select('id, name, status')
.limit(10)
// ❌ BAD: Select everything
const { data } = await supabase
.from('markets')
.select('*')
```
## Testing Standards
### Test Structure (AAA Pattern)
```typescript
test('calculates similarity correctly', () => {
// Arrange
const vector1 = [1, 0, 0]
const vector2 = [0, 1, 0]
// Act
const similarity = calculateCosineSimilarity(vector1, vector2)
// Assert
expect(similarity).toBe(0)
})
```
### Test Naming
```typescript
// ✅ GOOD: Descriptive test names
test('returns empty array when no markets match query', () => { })
test('throws error when OpenAI API key is missing', () => { })
test('falls back to substring search when Redis unavailable', () => { })
// ❌ BAD: Vague test names
test('works', () => { })
test('test search', () => { })
```
## Code Smell Detection
Watch for these anti-patterns:
### 1. Long Functions
```typescript
// ❌ BAD: Function > 50 lines
function processMarketData() {
// 100 lines of code
}
// ✅ GOOD: Split into smaller functions
function processMarketData() {
const validated = validateData()
const transformed = transformData(validated)
return saveData(transformed)
}
```
### 2. Deep Nesting
```typescript
// ❌ BAD: 5+ levels of nesting
if (user) {
if (user.isAdmin) {
if (market) {
if (market.isActive) {
if (hasPermission) {
// Do something
}
}
}
}
}
// ✅ GOOD: Early returns
if (!user) return
if (!user.isAdmin) return
if (!market) return
if (!market.isActive) return
if (!hasPermission) return
// Do something
```
### 3. Magic Numbers
```typescript
// ❌ BAD: Unexplained numbers
if (retryCount > 3) { }
setTimeout(callback, 500)
// ✅ GOOD: Named constants
const MAX_RETRIES = 3
const DEBOUNCE_DELAY_MS = 500
if (retryCount > MAX_RETRIES) { }
setTimeout(callback, DEBOUNCE_DELAY_MS)
```
**Remember**: Code quality is not negotiable. Clear, maintainable code enables rapid development and confident refactoring.

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---
name: cc-skill-continuous-learning
description: Development skill from everything-claude-code
author: affaan-m
version: "1.0"
---
# cc-skill-continuous-learning
Development skill skill.

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@@ -0,0 +1,18 @@
{
"min_session_length": 10,
"extraction_threshold": "medium",
"auto_approve": false,
"learned_skills_path": "~/.claude/skills/learned/",
"patterns_to_detect": [
"error_resolution",
"user_corrections",
"workarounds",
"debugging_techniques",
"project_specific"
],
"ignore_patterns": [
"simple_typos",
"one_time_fixes",
"external_api_issues"
]
}

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#!/bin/bash
# Continuous Learning - Session Evaluator
# Runs on Stop hook to extract reusable patterns from Claude Code sessions
#
# Why Stop hook instead of UserPromptSubmit:
# - Stop runs once at session end (lightweight)
# - UserPromptSubmit runs every message (heavy, adds latency)
#
# Hook config (in ~/.claude/settings.json):
# {
# "hooks": {
# "Stop": [{
# "matcher": "*",
# "hooks": [{
# "type": "command",
# "command": "~/.claude/skills/continuous-learning/evaluate-session.sh"
# }]
# }]
# }
# }
#
# Patterns to detect: error_resolution, debugging_techniques, workarounds, project_specific
# Patterns to ignore: simple_typos, one_time_fixes, external_api_issues
# Extracted skills saved to: ~/.claude/skills/learned/
set -e
SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
CONFIG_FILE="$SCRIPT_DIR/config.json"
LEARNED_SKILLS_PATH="${HOME}/.claude/skills/learned"
MIN_SESSION_LENGTH=10
# Load config if exists
if [ -f "$CONFIG_FILE" ]; then
MIN_SESSION_LENGTH=$(jq -r '.min_session_length // 10' "$CONFIG_FILE")
LEARNED_SKILLS_PATH=$(jq -r '.learned_skills_path // "~/.claude/skills/learned/"' "$CONFIG_FILE" | sed "s|~|$HOME|")
fi
# Ensure learned skills directory exists
mkdir -p "$LEARNED_SKILLS_PATH"
# Get transcript path from environment (set by Claude Code)
transcript_path="${CLAUDE_TRANSCRIPT_PATH:-}"
if [ -z "$transcript_path" ] || [ ! -f "$transcript_path" ]; then
exit 0
fi
# Count messages in session
message_count=$(grep -c '"type":"user"' "$transcript_path" 2>/dev/null || echo "0")
# Skip short sessions
if [ "$message_count" -lt "$MIN_SESSION_LENGTH" ]; then
echo "[ContinuousLearning] Session too short ($message_count messages), skipping" >&2
exit 0
fi
# Signal to Claude that session should be evaluated for extractable patterns
echo "[ContinuousLearning] Session has $message_count messages - evaluate for extractable patterns" >&2
echo "[ContinuousLearning] Save learned skills to: $LEARNED_SKILLS_PATH" >&2

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---
name: frontend-patterns
description: Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices.
author: affaan-m
version: "1.0"
---
# Frontend Development Patterns
Modern frontend patterns for React, Next.js, and performant user interfaces.
## Component Patterns
### Composition Over Inheritance
```typescript
// ✅ GOOD: Component composition
interface CardProps {
children: React.ReactNode
variant?: 'default' | 'outlined'
}
export function Card({ children, variant = 'default' }: CardProps) {
return <div className={`card card-${variant}`}>{children}</div>
}
export function CardHeader({ children }: { children: React.ReactNode }) {
return <div className="card-header">{children}</div>
}
export function CardBody({ children }: { children: React.ReactNode }) {
return <div className="card-body">{children}</div>
}
// Usage
<Card>
<CardHeader>Title</CardHeader>
<CardBody>Content</CardBody>
</Card>
```
### Compound Components
```typescript
interface TabsContextValue {
activeTab: string
setActiveTab: (tab: string) => void
}
const TabsContext = createContext<TabsContextValue | undefined>(undefined)
export function Tabs({ children, defaultTab }: {
children: React.ReactNode
defaultTab: string
}) {
const [activeTab, setActiveTab] = useState(defaultTab)
return (
<TabsContext.Provider value={{ activeTab, setActiveTab }}>
{children}
</TabsContext.Provider>
)
}
export function TabList({ children }: { children: React.ReactNode }) {
return <div className="tab-list">{children}</div>
}
export function Tab({ id, children }: { id: string, children: React.ReactNode }) {
const context = useContext(TabsContext)
if (!context) throw new Error('Tab must be used within Tabs')
return (
<button
className={context.activeTab === id ? 'active' : ''}
onClick={() => context.setActiveTab(id)}
>
{children}
</button>
)
}
// Usage
<Tabs defaultTab="overview">
<TabList>
<Tab id="overview">Overview</Tab>
<Tab id="details">Details</Tab>
</TabList>
</Tabs>
```
### Render Props Pattern
```typescript
interface DataLoaderProps<T> {
url: string
children: (data: T | null, loading: boolean, error: Error | null) => React.ReactNode
}
export function DataLoader<T>({ url, children }: DataLoaderProps<T>) {
const [data, setData] = useState<T | null>(null)
const [loading, setLoading] = useState(true)
const [error, setError] = useState<Error | null>(null)
useEffect(() => {
fetch(url)
.then(res => res.json())
.then(setData)
.catch(setError)
.finally(() => setLoading(false))
}, [url])
return <>{children(data, loading, error)}</>
}
// Usage
<DataLoader<Market[]> url="/api/markets">
{(markets, loading, error) => {
if (loading) return <Spinner />
if (error) return <Error error={error} />
return <MarketList markets={markets!} />
}}
</DataLoader>
```
## Custom Hooks Patterns
### State Management Hook
```typescript
export function useToggle(initialValue = false): [boolean, () => void] {
const [value, setValue] = useState(initialValue)
const toggle = useCallback(() => {
setValue(v => !v)
}, [])
return [value, toggle]
}
// Usage
const [isOpen, toggleOpen] = useToggle()
```
### Async Data Fetching Hook
```typescript
interface UseQueryOptions<T> {
onSuccess?: (data: T) => void
onError?: (error: Error) => void
enabled?: boolean
}
export function useQuery<T>(
key: string,
fetcher: () => Promise<T>,
options?: UseQueryOptions<T>
) {
const [data, setData] = useState<T | null>(null)
const [error, setError] = useState<Error | null>(null)
const [loading, setLoading] = useState(false)
const refetch = useCallback(async () => {
setLoading(true)
setError(null)
try {
const result = await fetcher()
setData(result)
options?.onSuccess?.(result)
} catch (err) {
const error = err as Error
setError(error)
options?.onError?.(error)
} finally {
setLoading(false)
}
}, [fetcher, options])
useEffect(() => {
if (options?.enabled !== false) {
refetch()
}
}, [key, refetch, options?.enabled])
return { data, error, loading, refetch }
}
// Usage
const { data: markets, loading, error, refetch } = useQuery(
'markets',
() => fetch('/api/markets').then(r => r.json()),
{
onSuccess: data => console.log('Fetched', data.length, 'markets'),
onError: err => console.error('Failed:', err)
}
)
```
### Debounce Hook
```typescript
export function useDebounce<T>(value: T, delay: number): T {
const [debouncedValue, setDebouncedValue] = useState<T>(value)
useEffect(() => {
const handler = setTimeout(() => {
setDebouncedValue(value)
}, delay)
return () => clearTimeout(handler)
}, [value, delay])
return debouncedValue
}
// Usage
const [searchQuery, setSearchQuery] = useState('')
const debouncedQuery = useDebounce(searchQuery, 500)
useEffect(() => {
if (debouncedQuery) {
performSearch(debouncedQuery)
}
}, [debouncedQuery])
```
## State Management Patterns
### Context + Reducer Pattern
```typescript
interface State {
markets: Market[]
selectedMarket: Market | null
loading: boolean
}
type Action =
| { type: 'SET_MARKETS'; payload: Market[] }
| { type: 'SELECT_MARKET'; payload: Market }
| { type: 'SET_LOADING'; payload: boolean }
function reducer(state: State, action: Action): State {
switch (action.type) {
case 'SET_MARKETS':
return { ...state, markets: action.payload }
case 'SELECT_MARKET':
return { ...state, selectedMarket: action.payload }
case 'SET_LOADING':
return { ...state, loading: action.payload }
default:
return state
}
}
const MarketContext = createContext<{
state: State
dispatch: Dispatch<Action>
} | undefined>(undefined)
export function MarketProvider({ children }: { children: React.ReactNode }) {
const [state, dispatch] = useReducer(reducer, {
markets: [],
selectedMarket: null,
loading: false
})
return (
<MarketContext.Provider value={{ state, dispatch }}>
{children}
</MarketContext.Provider>
)
}
export function useMarkets() {
const context = useContext(MarketContext)
if (!context) throw new Error('useMarkets must be used within MarketProvider')
return context
}
```
## Performance Optimization
### Memoization
```typescript
// ✅ useMemo for expensive computations
const sortedMarkets = useMemo(() => {
return markets.sort((a, b) => b.volume - a.volume)
}, [markets])
// ✅ useCallback for functions passed to children
const handleSearch = useCallback((query: string) => {
setSearchQuery(query)
}, [])
// ✅ React.memo for pure components
export const MarketCard = React.memo<MarketCardProps>(({ market }) => {
return (
<div className="market-card">
<h3>{market.name}</h3>
<p>{market.description}</p>
</div>
)
})
```
### Code Splitting & Lazy Loading
```typescript
import { lazy, Suspense } from 'react'
// ✅ Lazy load heavy components
const HeavyChart = lazy(() => import('./HeavyChart'))
const ThreeJsBackground = lazy(() => import('./ThreeJsBackground'))
export function Dashboard() {
return (
<div>
<Suspense fallback={<ChartSkeleton />}>
<HeavyChart data={data} />
</Suspense>
<Suspense fallback={null}>
<ThreeJsBackground />
</Suspense>
</div>
)
}
```
### Virtualization for Long Lists
```typescript
import { useVirtualizer } from '@tanstack/react-virtual'
export function VirtualMarketList({ markets }: { markets: Market[] }) {
const parentRef = useRef<HTMLDivElement>(null)
const virtualizer = useVirtualizer({
count: markets.length,
getScrollElement: () => parentRef.current,
estimateSize: () => 100, // Estimated row height
overscan: 5 // Extra items to render
})
return (
<div ref={parentRef} style={{ height: '600px', overflow: 'auto' }}>
<div
style={{
height: `${virtualizer.getTotalSize()}px`,
position: 'relative'
}}
>
{virtualizer.getVirtualItems().map(virtualRow => (
<div
key={virtualRow.index}
style={{
position: 'absolute',
top: 0,
left: 0,
width: '100%',
height: `${virtualRow.size}px`,
transform: `translateY(${virtualRow.start}px)`
}}
>
<MarketCard market={markets[virtualRow.index]} />
</div>
))}
</div>
</div>
)
}
```
## Form Handling Patterns
### Controlled Form with Validation
```typescript
interface FormData {
name: string
description: string
endDate: string
}
interface FormErrors {
name?: string
description?: string
endDate?: string
}
export function CreateMarketForm() {
const [formData, setFormData] = useState<FormData>({
name: '',
description: '',
endDate: ''
})
const [errors, setErrors] = useState<FormErrors>({})
const validate = (): boolean => {
const newErrors: FormErrors = {}
if (!formData.name.trim()) {
newErrors.name = 'Name is required'
} else if (formData.name.length > 200) {
newErrors.name = 'Name must be under 200 characters'
}
if (!formData.description.trim()) {
newErrors.description = 'Description is required'
}
if (!formData.endDate) {
newErrors.endDate = 'End date is required'
}
setErrors(newErrors)
return Object.keys(newErrors).length === 0
}
const handleSubmit = async (e: React.FormEvent) => {
e.preventDefault()
if (!validate()) return
try {
await createMarket(formData)
// Success handling
} catch (error) {
// Error handling
}
}
return (
<form onSubmit={handleSubmit}>
<input
value={formData.name}
onChange={e => setFormData(prev => ({ ...prev, name: e.target.value }))}
placeholder="Market name"
/>
{errors.name && <span className="error">{errors.name}</span>}
{/* Other fields */}
<button type="submit">Create Market</button>
</form>
)
}
```
## Error Boundary Pattern
```typescript
interface ErrorBoundaryState {
hasError: boolean
error: Error | null
}
export class ErrorBoundary extends React.Component<
{ children: React.ReactNode },
ErrorBoundaryState
> {
state: ErrorBoundaryState = {
hasError: false,
error: null
}
static getDerivedStateFromError(error: Error): ErrorBoundaryState {
return { hasError: true, error }
}
componentDidCatch(error: Error, errorInfo: React.ErrorInfo) {
console.error('Error boundary caught:', error, errorInfo)
}
render() {
if (this.state.hasError) {
return (
<div className="error-fallback">
<h2>Something went wrong</h2>
<p>{this.state.error?.message}</p>
<button onClick={() => this.setState({ hasError: false })}>
Try again
</button>
</div>
)
}
return this.props.children
}
}
// Usage
<ErrorBoundary>
<App />
</ErrorBoundary>
```
## Animation Patterns
### Framer Motion Animations
```typescript
import { motion, AnimatePresence } from 'framer-motion'
// ✅ List animations
export function AnimatedMarketList({ markets }: { markets: Market[] }) {
return (
<AnimatePresence>
{markets.map(market => (
<motion.div
key={market.id}
initial={{ opacity: 0, y: 20 }}
animate={{ opacity: 1, y: 0 }}
exit={{ opacity: 0, y: -20 }}
transition={{ duration: 0.3 }}
>
<MarketCard market={market} />
</motion.div>
))}
</AnimatePresence>
)
}
// ✅ Modal animations
export function Modal({ isOpen, onClose, children }: ModalProps) {
return (
<AnimatePresence>
{isOpen && (
<>
<motion.div
className="modal-overlay"
initial={{ opacity: 0 }}
animate={{ opacity: 1 }}
exit={{ opacity: 0 }}
onClick={onClose}
/>
<motion.div
className="modal-content"
initial={{ opacity: 0, scale: 0.9, y: 20 }}
animate={{ opacity: 1, scale: 1, y: 0 }}
exit={{ opacity: 0, scale: 0.9, y: 20 }}
>
{children}
</motion.div>
</>
)}
</AnimatePresence>
)
}
```
## Accessibility Patterns
### Keyboard Navigation
```typescript
export function Dropdown({ options, onSelect }: DropdownProps) {
const [isOpen, setIsOpen] = useState(false)
const [activeIndex, setActiveIndex] = useState(0)
const handleKeyDown = (e: React.KeyboardEvent) => {
switch (e.key) {
case 'ArrowDown':
e.preventDefault()
setActiveIndex(i => Math.min(i + 1, options.length - 1))
break
case 'ArrowUp':
e.preventDefault()
setActiveIndex(i => Math.max(i - 1, 0))
break
case 'Enter':
e.preventDefault()
onSelect(options[activeIndex])
setIsOpen(false)
break
case 'Escape':
setIsOpen(false)
break
}
}
return (
<div
role="combobox"
aria-expanded={isOpen}
aria-haspopup="listbox"
onKeyDown={handleKeyDown}
>
{/* Dropdown implementation */}
</div>
)
}
```
### Focus Management
```typescript
export function Modal({ isOpen, onClose, children }: ModalProps) {
const modalRef = useRef<HTMLDivElement>(null)
const previousFocusRef = useRef<HTMLElement | null>(null)
useEffect(() => {
if (isOpen) {
// Save currently focused element
previousFocusRef.current = document.activeElement as HTMLElement
// Focus modal
modalRef.current?.focus()
} else {
// Restore focus when closing
previousFocusRef.current?.focus()
}
}, [isOpen])
return isOpen ? (
<div
ref={modalRef}
role="dialog"
aria-modal="true"
tabIndex={-1}
onKeyDown={e => e.key === 'Escape' && onClose()}
>
{children}
</div>
) : null
}
```
**Remember**: Modern frontend patterns enable maintainable, performant user interfaces. Choose patterns that fit your project complexity.

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---
name: cc-skill-project-guidelines-example
description: Project Guidelines Skill (Example)
author: affaan-m
version: "1.0"
---
# Project Guidelines Skill (Example)
This is an example of a project-specific skill. Use this as a template for your own projects.
Based on a real production application: [Zenith](https://zenith.chat) - AI-powered customer discovery platform.
---
## When to Use
Reference this skill when working on the specific project it's designed for. Project skills contain:
- Architecture overview
- File structure
- Code patterns
- Testing requirements
- Deployment workflow
---
## Architecture Overview
**Tech Stack:**
- **Frontend**: Next.js 15 (App Router), TypeScript, React
- **Backend**: FastAPI (Python), Pydantic models
- **Database**: Supabase (PostgreSQL)
- **AI**: Claude API with tool calling and structured output
- **Deployment**: Google Cloud Run
- **Testing**: Playwright (E2E), pytest (backend), React Testing Library
**Services:**
```
┌─────────────────────────────────────────────────────────────┐
│ Frontend │
│ Next.js 15 + TypeScript + TailwindCSS │
│ Deployed: Vercel / Cloud Run │
└─────────────────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────────────────┐
│ Backend │
│ FastAPI + Python 3.11 + Pydantic │
│ Deployed: Cloud Run │
└─────────────────────────────────────────────────────────────┘
┌───────────────┼───────────────┐
▼ ▼ ▼
┌──────────┐ ┌──────────┐ ┌──────────┐
│ Supabase │ │ Claude │ │ Redis │
│ Database │ │ API │ │ Cache │
└──────────┘ └──────────┘ └──────────┘
```
---
## File Structure
```
project/
├── frontend/
│ └── src/
│ ├── app/ # Next.js app router pages
│ │ ├── api/ # API routes
│ │ ├── (auth)/ # Auth-protected routes
│ │ └── workspace/ # Main app workspace
│ ├── components/ # React components
│ │ ├── ui/ # Base UI components
│ │ ├── forms/ # Form components
│ │ └── layouts/ # Layout components
│ ├── hooks/ # Custom React hooks
│ ├── lib/ # Utilities
│ ├── types/ # TypeScript definitions
│ └── config/ # Configuration
├── backend/
│ ├── routers/ # FastAPI route handlers
│ ├── models.py # Pydantic models
│ ├── main.py # FastAPI app entry
│ ├── auth_system.py # Authentication
│ ├── database.py # Database operations
│ ├── services/ # Business logic
│ └── tests/ # pytest tests
├── deploy/ # Deployment configs
├── docs/ # Documentation
└── scripts/ # Utility scripts
```
---
## Code Patterns
### API Response Format (FastAPI)
```python
from pydantic import BaseModel
from typing import Generic, TypeVar, Optional
T = TypeVar('T')
class ApiResponse(BaseModel, Generic[T]):
success: bool
data: Optional[T] = None
error: Optional[str] = None
@classmethod
def ok(cls, data: T) -> "ApiResponse[T]":
return cls(success=True, data=data)
@classmethod
def fail(cls, error: str) -> "ApiResponse[T]":
return cls(success=False, error=error)
```
### Frontend API Calls (TypeScript)
```typescript
interface ApiResponse<T> {
success: boolean
data?: T
error?: string
}
async function fetchApi<T>(
endpoint: string,
options?: RequestInit
): Promise<ApiResponse<T>> {
try {
const response = await fetch(`/api${endpoint}`, {
...options,
headers: {
'Content-Type': 'application/json',
...options?.headers,
},
})
if (!response.ok) {
return { success: false, error: `HTTP ${response.status}` }
}
return await response.json()
} catch (error) {
return { success: false, error: String(error) }
}
}
```
### Claude AI Integration (Structured Output)
```python
from anthropic import Anthropic
from pydantic import BaseModel
class AnalysisResult(BaseModel):
summary: str
key_points: list[str]
confidence: float
async def analyze_with_claude(content: str) -> AnalysisResult:
client = Anthropic()
response = client.messages.create(
model="claude-sonnet-4-5-20250514",
max_tokens=1024,
messages=[{"role": "user", "content": content}],
tools=[{
"name": "provide_analysis",
"description": "Provide structured analysis",
"input_schema": AnalysisResult.model_json_schema()
}],
tool_choice={"type": "tool", "name": "provide_analysis"}
)
# Extract tool use result
tool_use = next(
block for block in response.content
if block.type == "tool_use"
)
return AnalysisResult(**tool_use.input)
```
### Custom Hooks (React)
```typescript
import { useState, useCallback } from 'react'
interface UseApiState<T> {
data: T | null
loading: boolean
error: string | null
}
export function useApi<T>(
fetchFn: () => Promise<ApiResponse<T>>
) {
const [state, setState] = useState<UseApiState<T>>({
data: null,
loading: false,
error: null,
})
const execute = useCallback(async () => {
setState(prev => ({ ...prev, loading: true, error: null }))
const result = await fetchFn()
if (result.success) {
setState({ data: result.data!, loading: false, error: null })
} else {
setState({ data: null, loading: false, error: result.error! })
}
}, [fetchFn])
return { ...state, execute }
}
```
---
## Testing Requirements
### Backend (pytest)
```bash
# Run all tests
poetry run pytest tests/
# Run with coverage
poetry run pytest tests/ --cov=. --cov-report=html
# Run specific test file
poetry run pytest tests/test_auth.py -v
```
**Test structure:**
```python
import pytest
from httpx import AsyncClient
from main import app
@pytest.fixture
async def client():
async with AsyncClient(app=app, base_url="http://test") as ac:
yield ac
@pytest.mark.asyncio
async def test_health_check(client: AsyncClient):
response = await client.get("/health")
assert response.status_code == 200
assert response.json()["status"] == "healthy"
```
### Frontend (React Testing Library)
```bash
# Run tests
npm run test
# Run with coverage
npm run test -- --coverage
# Run E2E tests
npm run test:e2e
```
**Test structure:**
```typescript
import { render, screen, fireEvent } from '@testing-library/react'
import { WorkspacePanel } from './WorkspacePanel'
describe('WorkspacePanel', () => {
it('renders workspace correctly', () => {
render(<WorkspacePanel />)
expect(screen.getByRole('main')).toBeInTheDocument()
})
it('handles session creation', async () => {
render(<WorkspacePanel />)
fireEvent.click(screen.getByText('New Session'))
expect(await screen.findByText('Session created')).toBeInTheDocument()
})
})
```
---
## Deployment Workflow
### Pre-Deployment Checklist
- [ ] All tests passing locally
- [ ] `npm run build` succeeds (frontend)
- [ ] `poetry run pytest` passes (backend)
- [ ] No hardcoded secrets
- [ ] Environment variables documented
- [ ] Database migrations ready
### Deployment Commands
```bash
# Build and deploy frontend
cd frontend && npm run build
gcloud run deploy frontend --source .
# Build and deploy backend
cd backend
gcloud run deploy backend --source .
```
### Environment Variables
```bash
# Frontend (.env.local)
NEXT_PUBLIC_API_URL=https://api.example.com
NEXT_PUBLIC_SUPABASE_URL=https://xxx.supabase.co
NEXT_PUBLIC_SUPABASE_ANON_KEY=eyJ...
# Backend (.env)
DATABASE_URL=postgresql://...
ANTHROPIC_API_KEY=sk-ant-...
SUPABASE_URL=https://xxx.supabase.co
SUPABASE_KEY=eyJ...
```
---
## Critical Rules
1. **No emojis** in code, comments, or documentation
2. **Immutability** - never mutate objects or arrays
3. **TDD** - write tests before implementation
4. **80% coverage** minimum
5. **Many small files** - 200-400 lines typical, 800 max
6. **No console.log** in production code
7. **Proper error handling** with try/catch
8. **Input validation** with Pydantic/Zod
---
## Related Skills
- `coding-standards.md` - General coding best practices
- `backend-patterns.md` - API and database patterns
- `frontend-patterns.md` - React and Next.js patterns
- `tdd-workflow/` - Test-driven development methodology

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@@ -0,0 +1,496 @@
---
name: security-review
description: 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.
author: affaan-m
version: "1.0"
---
# Security Review Skill
This skill ensures all code follows security best practices and identifies potential vulnerabilities.
## When to Activate
- Implementing authentication or authorization
- Handling user input or file uploads
- Creating new API endpoints
- Working with secrets or credentials
- Implementing payment features
- Storing or transmitting sensitive data
- Integrating third-party APIs
## Security Checklist
### 1. Secrets Management
#### ❌ NEVER Do This
```typescript
const apiKey = "sk-proj-xxxxx" // Hardcoded secret
const dbPassword = "password123" // In source code
```
#### ✅ ALWAYS Do This
```typescript
const apiKey = process.env.OPENAI_API_KEY
const dbUrl = process.env.DATABASE_URL
// Verify secrets exist
if (!apiKey) {
throw new Error('OPENAI_API_KEY not configured')
}
```
#### Verification Steps
- [ ] No hardcoded API keys, tokens, or passwords
- [ ] All secrets in environment variables
- [ ] `.env.local` in .gitignore
- [ ] No secrets in git history
- [ ] Production secrets in hosting platform (Vercel, Railway)
### 2. Input Validation
#### Always Validate User Input
```typescript
import { z } from 'zod'
// Define validation schema
const CreateUserSchema = z.object({
email: z.string().email(),
name: z.string().min(1).max(100),
age: z.number().int().min(0).max(150)
})
// Validate before processing
export async function createUser(input: unknown) {
try {
const validated = CreateUserSchema.parse(input)
return await db.users.create(validated)
} catch (error) {
if (error instanceof z.ZodError) {
return { success: false, errors: error.errors }
}
throw error
}
}
```
#### File Upload Validation
```typescript
function validateFileUpload(file: File) {
// Size check (5MB max)
const maxSize = 5 * 1024 * 1024
if (file.size > maxSize) {
throw new Error('File too large (max 5MB)')
}
// Type check
const allowedTypes = ['image/jpeg', 'image/png', 'image/gif']
if (!allowedTypes.includes(file.type)) {
throw new Error('Invalid file type')
}
// Extension check
const allowedExtensions = ['.jpg', '.jpeg', '.png', '.gif']
const extension = file.name.toLowerCase().match(/\.[^.]+$/)?.[0]
if (!extension || !allowedExtensions.includes(extension)) {
throw new Error('Invalid file extension')
}
return true
}
```
#### Verification Steps
- [ ] All user inputs validated with schemas
- [ ] File uploads restricted (size, type, extension)
- [ ] No direct use of user input in queries
- [ ] Whitelist validation (not blacklist)
- [ ] Error messages don't leak sensitive info
### 3. SQL Injection Prevention
#### ❌ NEVER Concatenate SQL
```typescript
// DANGEROUS - SQL Injection vulnerability
const query = `SELECT * FROM users WHERE email = '${userEmail}'`
await db.query(query)
```
#### ✅ ALWAYS Use Parameterized Queries
```typescript
// Safe - parameterized query
const { data } = await supabase
.from('users')
.select('*')
.eq('email', userEmail)
// Or with raw SQL
await db.query(
'SELECT * FROM users WHERE email = $1',
[userEmail]
)
```
#### Verification Steps
- [ ] All database queries use parameterized queries
- [ ] No string concatenation in SQL
- [ ] ORM/query builder used correctly
- [ ] Supabase queries properly sanitized
### 4. Authentication & Authorization
#### JWT Token Handling
```typescript
// ❌ WRONG: localStorage (vulnerable to XSS)
localStorage.setItem('token', token)
// ✅ CORRECT: httpOnly cookies
res.setHeader('Set-Cookie',
`token=${token}; HttpOnly; Secure; SameSite=Strict; Max-Age=3600`)
```
#### Authorization Checks
```typescript
export async function deleteUser(userId: string, requesterId: string) {
// ALWAYS verify authorization first
const requester = await db.users.findUnique({
where: { id: requesterId }
})
if (requester.role !== 'admin') {
return NextResponse.json(
{ error: 'Unauthorized' },
{ status: 403 }
)
}
// Proceed with deletion
await db.users.delete({ where: { id: userId } })
}
```
#### Row Level Security (Supabase)
```sql
-- Enable RLS on all tables
ALTER TABLE users ENABLE ROW LEVEL SECURITY;
-- Users can only view their own data
CREATE POLICY "Users view own data"
ON users FOR SELECT
USING (auth.uid() = id);
-- Users can only update their own data
CREATE POLICY "Users update own data"
ON users FOR UPDATE
USING (auth.uid() = id);
```
#### Verification Steps
- [ ] Tokens stored in httpOnly cookies (not localStorage)
- [ ] Authorization checks before sensitive operations
- [ ] Row Level Security enabled in Supabase
- [ ] Role-based access control implemented
- [ ] Session management secure
### 5. XSS Prevention
#### Sanitize HTML
```typescript
import DOMPurify from 'isomorphic-dompurify'
// ALWAYS sanitize user-provided HTML
function renderUserContent(html: string) {
const clean = DOMPurify.sanitize(html, {
ALLOWED_TAGS: ['b', 'i', 'em', 'strong', 'p'],
ALLOWED_ATTR: []
})
return <div dangerouslySetInnerHTML={{ __html: clean }} />
}
```
#### Content Security Policy
```typescript
// next.config.js
const securityHeaders = [
{
key: 'Content-Security-Policy',
value: `
default-src 'self';
script-src 'self' 'unsafe-eval' 'unsafe-inline';
style-src 'self' 'unsafe-inline';
img-src 'self' data: https:;
font-src 'self';
connect-src 'self' https://api.example.com;
`.replace(/\s{2,}/g, ' ').trim()
}
]
```
#### Verification Steps
- [ ] User-provided HTML sanitized
- [ ] CSP headers configured
- [ ] No unvalidated dynamic content rendering
- [ ] React's built-in XSS protection used
### 6. CSRF Protection
#### CSRF Tokens
```typescript
import { csrf } from '@/lib/csrf'
export async function POST(request: Request) {
const token = request.headers.get('X-CSRF-Token')
if (!csrf.verify(token)) {
return NextResponse.json(
{ error: 'Invalid CSRF token' },
{ status: 403 }
)
}
// Process request
}
```
#### SameSite Cookies
```typescript
res.setHeader('Set-Cookie',
`session=${sessionId}; HttpOnly; Secure; SameSite=Strict`)
```
#### Verification Steps
- [ ] CSRF tokens on state-changing operations
- [ ] SameSite=Strict on all cookies
- [ ] Double-submit cookie pattern implemented
### 7. Rate Limiting
#### API Rate Limiting
```typescript
import rateLimit from 'express-rate-limit'
const limiter = rateLimit({
windowMs: 15 * 60 * 1000, // 15 minutes
max: 100, // 100 requests per window
message: 'Too many requests'
})
// Apply to routes
app.use('/api/', limiter)
```
#### Expensive Operations
```typescript
// Aggressive rate limiting for searches
const searchLimiter = rateLimit({
windowMs: 60 * 1000, // 1 minute
max: 10, // 10 requests per minute
message: 'Too many search requests'
})
app.use('/api/search', searchLimiter)
```
#### Verification Steps
- [ ] Rate limiting on all API endpoints
- [ ] Stricter limits on expensive operations
- [ ] IP-based rate limiting
- [ ] User-based rate limiting (authenticated)
### 8. Sensitive Data Exposure
#### Logging
```typescript
// ❌ WRONG: Logging sensitive data
console.log('User login:', { email, password })
console.log('Payment:', { cardNumber, cvv })
// ✅ CORRECT: Redact sensitive data
console.log('User login:', { email, userId })
console.log('Payment:', { last4: card.last4, userId })
```
#### Error Messages
```typescript
// ❌ WRONG: Exposing internal details
catch (error) {
return NextResponse.json(
{ error: error.message, stack: error.stack },
{ status: 500 }
)
}
// ✅ CORRECT: Generic error messages
catch (error) {
console.error('Internal error:', error)
return NextResponse.json(
{ error: 'An error occurred. Please try again.' },
{ status: 500 }
)
}
```
#### Verification Steps
- [ ] No passwords, tokens, or secrets in logs
- [ ] Error messages generic for users
- [ ] Detailed errors only in server logs
- [ ] No stack traces exposed to users
### 9. Blockchain Security (Solana)
#### Wallet Verification
```typescript
import { verify } from '@solana/web3.js'
async function verifyWalletOwnership(
publicKey: string,
signature: string,
message: string
) {
try {
const isValid = verify(
Buffer.from(message),
Buffer.from(signature, 'base64'),
Buffer.from(publicKey, 'base64')
)
return isValid
} catch (error) {
return false
}
}
```
#### Transaction Verification
```typescript
async function verifyTransaction(transaction: Transaction) {
// Verify recipient
if (transaction.to !== expectedRecipient) {
throw new Error('Invalid recipient')
}
// Verify amount
if (transaction.amount > maxAmount) {
throw new Error('Amount exceeds limit')
}
// Verify user has sufficient balance
const balance = await getBalance(transaction.from)
if (balance < transaction.amount) {
throw new Error('Insufficient balance')
}
return true
}
```
#### Verification Steps
- [ ] Wallet signatures verified
- [ ] Transaction details validated
- [ ] Balance checks before transactions
- [ ] No blind transaction signing
### 10. Dependency Security
#### Regular Updates
```bash
# Check for vulnerabilities
npm audit
# Fix automatically fixable issues
npm audit fix
# Update dependencies
npm update
# Check for outdated packages
npm outdated
```
#### Lock Files
```bash
# ALWAYS commit lock files
git add package-lock.json
# Use in CI/CD for reproducible builds
npm ci # Instead of npm install
```
#### Verification Steps
- [ ] Dependencies up to date
- [ ] No known vulnerabilities (npm audit clean)
- [ ] Lock files committed
- [ ] Dependabot enabled on GitHub
- [ ] Regular security updates
## Security Testing
### Automated Security Tests
```typescript
// Test authentication
test('requires authentication', async () => {
const response = await fetch('/api/protected')
expect(response.status).toBe(401)
})
// Test authorization
test('requires admin role', async () => {
const response = await fetch('/api/admin', {
headers: { Authorization: `Bearer ${userToken}` }
})
expect(response.status).toBe(403)
})
// Test input validation
test('rejects invalid input', async () => {
const response = await fetch('/api/users', {
method: 'POST',
body: JSON.stringify({ email: 'not-an-email' })
})
expect(response.status).toBe(400)
})
// Test rate limiting
test('enforces rate limits', async () => {
const requests = Array(101).fill(null).map(() =>
fetch('/api/endpoint')
)
const responses = await Promise.all(requests)
const tooManyRequests = responses.filter(r => r.status === 429)
expect(tooManyRequests.length).toBeGreaterThan(0)
})
```
## Pre-Deployment Security Checklist
Before ANY production deployment:
- [ ] **Secrets**: No hardcoded secrets, all in env vars
- [ ] **Input Validation**: All user inputs validated
- [ ] **SQL Injection**: All queries parameterized
- [ ] **XSS**: User content sanitized
- [ ] **CSRF**: Protection enabled
- [ ] **Authentication**: Proper token handling
- [ ] **Authorization**: Role checks in place
- [ ] **Rate Limiting**: Enabled on all endpoints
- [ ] **HTTPS**: Enforced in production
- [ ] **Security Headers**: CSP, X-Frame-Options configured
- [ ] **Error Handling**: No sensitive data in errors
- [ ] **Logging**: No sensitive data logged
- [ ] **Dependencies**: Up to date, no vulnerabilities
- [ ] **Row Level Security**: Enabled in Supabase
- [ ] **CORS**: Properly configured
- [ ] **File Uploads**: Validated (size, type)
- [ ] **Wallet Signatures**: Verified (if blockchain)
## Resources
- [OWASP Top 10](https://owasp.org/www-project-top-ten/)
- [Next.js Security](https://nextjs.org/docs/security)
- [Supabase Security](https://supabase.com/docs/guides/auth)
- [Web Security Academy](https://portswigger.net/web-security)
---
**Remember**: Security is not optional. One vulnerability can compromise the entire platform. When in doubt, err on the side of caution.

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---
name: cc-skill-strategic-compact
description: Development skill from everything-claude-code
author: affaan-m
version: "1.0"
---
# cc-skill-strategic-compact
Development skill skill.

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#!/bin/bash
# Strategic Compact Suggester
# Runs on PreToolUse or periodically to suggest manual compaction at logical intervals
#
# Why manual over auto-compact:
# - Auto-compact happens at arbitrary points, often mid-task
# - Strategic compacting preserves context through logical phases
# - Compact after exploration, before execution
# - Compact after completing a milestone, before starting next
#
# Hook config (in ~/.claude/settings.json):
# {
# "hooks": {
# "PreToolUse": [{
# "matcher": "Edit|Write",
# "hooks": [{
# "type": "command",
# "command": "~/.claude/skills/strategic-compact/suggest-compact.sh"
# }]
# }]
# }
# }
#
# Criteria for suggesting compact:
# - Session has been running for extended period
# - Large number of tool calls made
# - Transitioning from research/exploration to implementation
# - Plan has been finalized
# Track tool call count (increment in a temp file)
COUNTER_FILE="/tmp/claude-tool-count-$$"
THRESHOLD=${COMPACT_THRESHOLD:-50}
# Initialize or increment counter
if [ -f "$COUNTER_FILE" ]; then
count=$(cat "$COUNTER_FILE")
count=$((count + 1))
echo "$count" > "$COUNTER_FILE"
else
echo "1" > "$COUNTER_FILE"
count=1
fi
# Suggest compact after threshold tool calls
if [ "$count" -eq "$THRESHOLD" ]; then
echo "[StrategicCompact] $THRESHOLD tool calls reached - consider /compact if transitioning phases" >&2
fi
# Suggest at regular intervals after threshold
if [ "$count" -gt "$THRESHOLD" ] && [ $((count % 25)) -eq 0 ]; then
echo "[StrategicCompact] $count tool calls - good checkpoint for /compact if context is stale" >&2
fi

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---
name: remotion-best-practices
description: Best practices for Remotion - Video creation in React
author: remotion-dev
version: "1.0"
metadata:
tags: remotion, video, react, animation, composition
---
## When to use
Use this skills whenever you are dealing with Remotion code to obtain the domain-specific knowledge.
## How to use
Read individual rule files for detailed explanations and code examples:
- [rules/3d.md](rules/3d.md) - 3D content in Remotion using Three.js and React Three Fiber
- [rules/animations.md](rules/animations.md) - Fundamental animation skills for Remotion
- [rules/assets.md](rules/assets.md) - Importing images, videos, audio, and fonts into Remotion
- [rules/audio.md](rules/audio.md) - Using audio and sound in Remotion - importing, trimming, volume, speed, pitch
- [rules/calculate-metadata.md](rules/calculate-metadata.md) - Dynamically set composition duration, dimensions, and props
- [rules/can-decode.md](rules/can-decode.md) - Check if a video can be decoded by the browser using Mediabunny
- [rules/charts.md](rules/charts.md) - Chart and data visualization patterns for Remotion
- [rules/compositions.md](rules/compositions.md) - Defining compositions, stills, folders, default props and dynamic metadata
- [rules/display-captions.md](rules/display-captions.md) - Displaying captions in Remotion with TikTok-style pages and word highlighting
- [rules/extract-frames.md](rules/extract-frames.md) - Extract frames from videos at specific timestamps using Mediabunny
- [rules/fonts.md](rules/fonts.md) - Loading Google Fonts and local fonts in Remotion
- [rules/get-audio-duration.md](rules/get-audio-duration.md) - Getting the duration of an audio file in seconds with Mediabunny
- [rules/get-video-dimensions.md](rules/get-video-dimensions.md) - Getting the width and height of a video file with Mediabunny
- [rules/get-video-duration.md](rules/get-video-duration.md) - Getting the duration of a video file in seconds with Mediabunny
- [rules/gifs.md](rules/gifs.md) - Displaying GIFs synchronized with Remotion's timeline
- [rules/images.md](rules/images.md) - Embedding images in Remotion using the Img component
- [rules/import-srt-captions.md](rules/import-srt-captions.md) - Importing .srt subtitle files into Remotion using @remotion/captions
- [rules/lottie.md](rules/lottie.md) - Embedding Lottie animations in Remotion
- [rules/measuring-dom-nodes.md](rules/measuring-dom-nodes.md) - Measuring DOM element dimensions in Remotion
- [rules/measuring-text.md](rules/measuring-text.md) - Measuring text dimensions, fitting text to containers, and checking overflow
- [rules/sequencing.md](rules/sequencing.md) - Sequencing patterns for Remotion - delay, trim, limit duration of items
- [rules/tailwind.md](rules/tailwind.md) - Using TailwindCSS in Remotion
- [rules/text-animations.md](rules/text-animations.md) - Typography and text animation patterns for Remotion
- [rules/timing.md](rules/timing.md) - Interpolation curves in Remotion - linear, easing, spring animations
- [rules/transcribe-captions.md](rules/transcribe-captions.md) - Transcribing audio to generate captions in Remotion
- [rules/transitions.md](rules/transitions.md) - Scene transition patterns for Remotion
- [rules/trimming.md](rules/trimming.md) - Trimming patterns for Remotion - cut the beginning or end of animations
- [rules/videos.md](rules/videos.md) - Embedding videos in Remotion - trimming, volume, speed, looping, pitch

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---
name: 3d
description: 3D content in Remotion using Three.js and React Three Fiber.
metadata:
tags: 3d, three, threejs
---
# Using Three.js and React Three Fiber in Remotion
Follow React Three Fiber and Three.js best practices.
Only the following Remotion-specific rules need to be followed:
## Prerequisites
First, the `@remotion/three` package needs to be installed.
If it is not, use the following command:
```bash
npx remotion add @remotion/three # If project uses npm
bunx remotion add @remotion/three # If project uses bun
yarn remotion add @remotion/three # If project uses yarn
pnpm exec remotion add @remotion/three # If project uses pnpm
```
## Using ThreeCanvas
You MUST wrap 3D content in `<ThreeCanvas>` and include proper lighting.
`<ThreeCanvas>` MUST have a `width` and `height` prop.
```tsx
import { ThreeCanvas } from "@remotion/three";
import { useVideoConfig } from "remotion";
const { width, height } = useVideoConfig();
<ThreeCanvas width={width} height={height}>
<ambientLight intensity={0.4} />
<directionalLight position={[5, 5, 5]} intensity={0.8} />
<mesh>
<sphereGeometry args={[1, 32, 32]} />
<meshStandardMaterial color="red" />
</mesh>
</ThreeCanvas>
```
## No animations not driven by `useCurrentFrame()`
Shaders, models etc MUST NOT animate by themselves.
No animations are allowed unless they are driven by `useCurrentFrame()`.
Otherwise, it will cause flickering during rendering.
Using `useFrame()` from `@react-three/fiber` is forbidden.
## Animate using `useCurrentFrame()`
Use `useCurrentFrame()` to perform animations.
```tsx
const frame = useCurrentFrame();
const rotationY = frame * 0.02;
<mesh rotation={[0, rotationY, 0]}>
<boxGeometry args={[2, 2, 2]} />
<meshStandardMaterial color="#4a9eff" />
</mesh>
```
## Using `<Sequence>` inside `<ThreeCanvas>`
The `layout` prop of any `<Sequence>` inside a `<ThreeCanvas>` must be set to `none`.
```tsx
import { Sequence } from "remotion";
import { ThreeCanvas } from "@remotion/three";
const { width, height } = useVideoConfig();
<ThreeCanvas width={width} height={height}>
<Sequence layout="none">
<mesh>
<boxGeometry args={[2, 2, 2]} />
<meshStandardMaterial color="#4a9eff" />
</mesh>
</Sequence>
</ThreeCanvas>
```

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---
name: animations
description: Fundamental animation skills for Remotion
metadata:
tags: animations, transitions, frames, useCurrentFrame
---
All animations MUST be driven by the `useCurrentFrame()` hook.
Write animations in seconds and multiply them by the `fps` value from `useVideoConfig()`.
```tsx
import { useCurrentFrame } from "remotion";
export const FadeIn = () => {
const frame = useCurrentFrame();
const { fps } = useVideoConfig();
const opacity = interpolate(frame, [0, 2 * fps], [0, 1], {
extrapolateRight: 'clamp',
});
return (
<div style={{ opacity }}>Hello World!</div>
);
};
```
CSS transitions or animations are FORBIDDEN - they will not render correctly.
Tailwind animation class names are FORBIDDEN - they will not render correctly.

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---
name: assets
description: Importing images, videos, audio, and fonts into Remotion
metadata:
tags: assets, staticFile, images, fonts, public
---
# Importing assets in Remotion
## The public folder
Place assets in the `public/` folder at your project root.
## Using staticFile()
You MUST use `staticFile()` to reference files from the `public/` folder:
```tsx
import {Img, staticFile} from 'remotion';
export const MyComposition = () => {
return <Img src={staticFile('logo.png')} />;
};
```
The function returns an encoded URL that works correctly when deploying to subdirectories.
## Using with components
**Images:**
```tsx
import {Img, staticFile} from 'remotion';
<Img src={staticFile('photo.png')} />;
```
**Videos:**
```tsx
import {Video} from '@remotion/media';
import {staticFile} from 'remotion';
<Video src={staticFile('clip.mp4')} />;
```
**Audio:**
```tsx
import {Audio} from '@remotion/media';
import {staticFile} from 'remotion';
<Audio src={staticFile('music.mp3')} />;
```
**Fonts:**
```tsx
import {staticFile} from 'remotion';
const fontFamily = new FontFace('MyFont', `url(${staticFile('font.woff2')})`);
await fontFamily.load();
document.fonts.add(fontFamily);
```
## Remote URLs
Remote URLs can be used directly without `staticFile()`:
```tsx
<Img src="https://example.com/image.png" />
<Video src="https://remotion.media/video.mp4" />
```
## Important notes
- Remotion components (`<Img>`, `<Video>`, `<Audio>`) ensure assets are fully loaded before rendering
- Special characters in filenames (`#`, `?`, `&`) are automatically encoded

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import {loadFont} from '@remotion/google-fonts/Inter';
import {AbsoluteFill, spring, useCurrentFrame, useVideoConfig} from 'remotion';
const {fontFamily} = loadFont();
const COLOR_BAR = '#D4AF37';
const COLOR_TEXT = '#ffffff';
const COLOR_MUTED = '#888888';
const COLOR_BG = '#0a0a0a';
const COLOR_AXIS = '#333333';
// Ideal composition size: 1280x720
const Title: React.FC<{children: React.ReactNode}> = ({children}) => (
<div style={{textAlign: 'center', marginBottom: 40}}>
<div style={{color: COLOR_TEXT, fontSize: 48, fontWeight: 600}}>
{children}
</div>
</div>
);
const YAxis: React.FC<{steps: number[]; height: number}> = ({
steps,
height,
}) => (
<div
style={{
display: 'flex',
flexDirection: 'column',
justifyContent: 'space-between',
height,
paddingRight: 16,
}}
>
{steps
.slice()
.reverse()
.map((step) => (
<div
key={step}
style={{
color: COLOR_MUTED,
fontSize: 20,
textAlign: 'right',
}}
>
{step.toLocaleString()}
</div>
))}
</div>
);
const Bar: React.FC<{
height: number;
progress: number;
}> = ({height, progress}) => (
<div
style={{
flex: 1,
display: 'flex',
flexDirection: 'column',
justifyContent: 'flex-end',
}}
>
<div
style={{
width: '100%',
height,
backgroundColor: COLOR_BAR,
borderRadius: '8px 8px 0 0',
opacity: progress,
}}
/>
</div>
);
const XAxis: React.FC<{
children: React.ReactNode;
labels: string[];
height: number;
}> = ({children, labels, height}) => (
<div style={{flex: 1, display: 'flex', flexDirection: 'column'}}>
<div
style={{
display: 'flex',
alignItems: 'flex-end',
gap: 16,
height,
borderLeft: `2px solid ${COLOR_AXIS}`,
borderBottom: `2px solid ${COLOR_AXIS}`,
paddingLeft: 16,
}}
>
{children}
</div>
<div
style={{
display: 'flex',
gap: 16,
paddingLeft: 16,
marginTop: 12,
}}
>
{labels.map((label) => (
<div
key={label}
style={{
flex: 1,
textAlign: 'center',
color: COLOR_MUTED,
fontSize: 20,
}}
>
{label}
</div>
))}
</div>
</div>
);
export const MyAnimation = () => {
const frame = useCurrentFrame();
const {fps, height} = useVideoConfig();
const data = [
{month: 'Jan', price: 2039},
{month: 'Mar', price: 2160},
{month: 'May', price: 2327},
{month: 'Jul', price: 2426},
{month: 'Sep', price: 2634},
{month: 'Nov', price: 2672},
];
const minPrice = 2000;
const maxPrice = 2800;
const priceRange = maxPrice - minPrice;
const chartHeight = height - 280;
const yAxisSteps = [2000, 2400, 2800];
return (
<AbsoluteFill
style={{
backgroundColor: COLOR_BG,
padding: 60,
display: 'flex',
flexDirection: 'column',
fontFamily,
}}
>
<Title>Gold Price 2024</Title>
<div style={{display: 'flex', flex: 1}}>
<YAxis steps={yAxisSteps} height={chartHeight} />
<XAxis height={chartHeight} labels={data.map((d) => d.month)}>
{data.map((item, i) => {
const progress = spring({
frame: frame - i * 5 - 10,
fps,
config: {damping: 18, stiffness: 80},
});
const barHeight =
((item.price - minPrice) / priceRange) * chartHeight * progress;
return (
<Bar key={item.month} height={barHeight} progress={progress} />
);
})}
</XAxis>
</div>
</AbsoluteFill>
);
};

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import {
AbsoluteFill,
interpolate,
useCurrentFrame,
useVideoConfig,
} from 'remotion';
const COLOR_BG = '#ffffff';
const COLOR_TEXT = '#000000';
const FULL_TEXT = 'From prompt to motion graphics. This is Remotion.';
const PAUSE_AFTER = 'From prompt to motion graphics.';
const FONT_SIZE = 72;
const FONT_WEIGHT = 700;
const CHAR_FRAMES = 2;
const CURSOR_BLINK_FRAMES = 16;
const PAUSE_SECONDS = 1;
// Ideal composition size: 1280x720
const getTypedText = ({
frame,
fullText,
pauseAfter,
charFrames,
pauseFrames,
}: {
frame: number;
fullText: string;
pauseAfter: string;
charFrames: number;
pauseFrames: number;
}): string => {
const pauseIndex = fullText.indexOf(pauseAfter);
const preLen =
pauseIndex >= 0 ? pauseIndex + pauseAfter.length : fullText.length;
let typedChars = 0;
if (frame < preLen * charFrames) {
typedChars = Math.floor(frame / charFrames);
} else if (frame < preLen * charFrames + pauseFrames) {
typedChars = preLen;
} else {
const postPhase = frame - preLen * charFrames - pauseFrames;
typedChars = Math.min(
fullText.length,
preLen + Math.floor(postPhase / charFrames),
);
}
return fullText.slice(0, typedChars);
};
const Cursor: React.FC<{
frame: number;
blinkFrames: number;
symbol?: string;
}> = ({frame, blinkFrames, symbol = '\u258C'}) => {
const opacity = interpolate(
frame % blinkFrames,
[0, blinkFrames / 2, blinkFrames],
[1, 0, 1],
{extrapolateLeft: 'clamp', extrapolateRight: 'clamp'},
);
return <span style={{opacity}}>{symbol}</span>;
};
export const MyAnimation = () => {
const frame = useCurrentFrame();
const {fps} = useVideoConfig();
const pauseFrames = Math.round(fps * PAUSE_SECONDS);
const typedText = getTypedText({
frame,
fullText: FULL_TEXT,
pauseAfter: PAUSE_AFTER,
charFrames: CHAR_FRAMES,
pauseFrames,
});
return (
<AbsoluteFill
style={{
backgroundColor: COLOR_BG,
}}
>
<div
style={{
color: COLOR_TEXT,
fontSize: FONT_SIZE,
fontWeight: FONT_WEIGHT,
fontFamily: 'sans-serif',
}}
>
<span>{typedText}</span>
<Cursor frame={frame} blinkFrames={CURSOR_BLINK_FRAMES} />
</div>
</AbsoluteFill>
);
};

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import {loadFont} from '@remotion/google-fonts/Inter';
import React from 'react';
import {
AbsoluteFill,
spring,
useCurrentFrame,
useVideoConfig,
} from 'remotion';
/*
* Highlight a word in a sentence with a spring-animated wipe effect.
*/
// Ideal composition size: 1280x720
const COLOR_BG = '#ffffff';
const COLOR_TEXT = '#000000';
const COLOR_HIGHLIGHT = '#A7C7E7';
const FULL_TEXT = 'This is Remotion.';
const HIGHLIGHT_WORD = 'Remotion';
const FONT_SIZE = 72;
const FONT_WEIGHT = 700;
const HIGHLIGHT_START_FRAME = 30;
const HIGHLIGHT_WIPE_DURATION = 18;
const {fontFamily} = loadFont();
const Highlight: React.FC<{
word: string;
color: string;
delay: number;
durationInFrames: number;
}> = ({word, color, delay, durationInFrames}) => {
const frame = useCurrentFrame();
const {fps} = useVideoConfig();
const highlightProgress = spring({
fps,
frame,
config: {damping: 200},
delay,
durationInFrames,
});
const scaleX = Math.max(0, Math.min(1, highlightProgress));
return (
<span style={{position: 'relative', display: 'inline-block'}}>
<span
style={{
position: 'absolute',
left: 0,
right: 0,
top: '50%',
height: '1.05em',
transform: `translateY(-50%) scaleX(${scaleX})`,
transformOrigin: 'left center',
backgroundColor: color,
borderRadius: '0.18em',
zIndex: 0,
}}
/>
<span style={{position: 'relative', zIndex: 1}}>{word}</span>
</span>
);
};
export const MyAnimation = () => {
const highlightIndex = FULL_TEXT.indexOf(HIGHLIGHT_WORD);
const hasHighlight = highlightIndex >= 0;
const preText = hasHighlight ? FULL_TEXT.slice(0, highlightIndex) : FULL_TEXT;
const postText = hasHighlight
? FULL_TEXT.slice(highlightIndex + HIGHLIGHT_WORD.length)
: '';
return (
<AbsoluteFill
style={{
backgroundColor: COLOR_BG,
alignItems: 'center',
justifyContent: 'center',
fontFamily,
}}
>
<div
style={{
color: COLOR_TEXT,
fontSize: FONT_SIZE,
fontWeight: FONT_WEIGHT,
}}
>
{hasHighlight ? (
<>
<span>{preText}</span>
<Highlight
word={HIGHLIGHT_WORD}
color={COLOR_HIGHLIGHT}
delay={HIGHLIGHT_START_FRAME}
durationInFrames={HIGHLIGHT_WIPE_DURATION}
/>
<span>{postText}</span>
</>
) : (
<span>{FULL_TEXT}</span>
)}
</div>
</AbsoluteFill>
);
};

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---
name: audio
description: Using audio and sound in Remotion - importing, trimming, volume, speed, pitch
metadata:
tags: audio, media, trim, volume, speed, loop, pitch, mute, sound, sfx
---
# Using audio in Remotion
## Prerequisites
First, the @remotion/media package needs to be installed.
If it is not installed, use the following command:
```bash
npx remotion add @remotion/media # If project uses npm
bunx remotion add @remotion/media # If project uses bun
yarn remotion add @remotion/media # If project uses yarn
pnpm exec remotion add @remotion/media # If project uses pnpm
```
## Importing Audio
Use `<Audio>` from `@remotion/media` to add audio to your composition.
```tsx
import { Audio } from "@remotion/media";
import { staticFile } from "remotion";
export const MyComposition = () => {
return <Audio src={staticFile("audio.mp3")} />;
};
```
Remote URLs are also supported:
```tsx
<Audio src="https://remotion.media/audio.mp3" />
```
By default, audio plays from the start, at full volume and full length.
Multiple audio tracks can be layered by adding multiple `<Audio>` components.
## Trimming
Use `trimBefore` and `trimAfter` to remove portions of the audio. Values are in frames.
```tsx
const { fps } = useVideoConfig();
return (
<Audio
src={staticFile("audio.mp3")}
trimBefore={2 * fps} // Skip the first 2 seconds
trimAfter={10 * fps} // End at the 10 second mark
/>
);
```
The audio still starts playing at the beginning of the composition - only the specified portion is played.
## Delaying
Wrap the audio in a `<Sequence>` to delay when it starts:
```tsx
import { Sequence, staticFile } from "remotion";
import { Audio } from "@remotion/media";
const { fps } = useVideoConfig();
return (
<Sequence from={1 * fps}>
<Audio src={staticFile("audio.mp3")} />
</Sequence>
);
```
The audio will start playing after 1 second.
## Volume
Set a static volume (0 to 1):
```tsx
<Audio src={staticFile("audio.mp3")} volume={0.5} />
```
Or use a callback for dynamic volume based on the current frame:
```tsx
import { interpolate } from "remotion";
const { fps } = useVideoConfig();
return (
<Audio
src={staticFile("audio.mp3")}
volume={(f) =>
interpolate(f, [0, 1 * fps], [0, 1], { extrapolateRight: "clamp" })
}
/>
);
```
The value of `f` starts at 0 when the audio begins to play, not the composition frame.
## Muting
Use `muted` to silence the audio. It can be set dynamically:
```tsx
const frame = useCurrentFrame();
const { fps } = useVideoConfig();
return (
<Audio
src={staticFile("audio.mp3")}
muted={frame >= 2 * fps && frame <= 4 * fps} // Mute between 2s and 4s
/>
);
```
## Speed
Use `playbackRate` to change the playback speed:
```tsx
<Audio src={staticFile("audio.mp3")} playbackRate={2} /> {/* 2x speed */}
<Audio src={staticFile("audio.mp3")} playbackRate={0.5} /> {/* Half speed */}
```
Reverse playback is not supported.
## Looping
Use `loop` to loop the audio indefinitely:
```tsx
<Audio src={staticFile("audio.mp3")} loop />
```
Use `loopVolumeCurveBehavior` to control how the frame count behaves when looping:
- `"repeat"`: Frame count resets to 0 each loop (default)
- `"extend"`: Frame count continues incrementing
```tsx
<Audio
src={staticFile("audio.mp3")}
loop
loopVolumeCurveBehavior="extend"
volume={(f) => interpolate(f, [0, 300], [1, 0])} // Fade out over multiple loops
/>
```
## Pitch
Use `toneFrequency` to adjust the pitch without affecting speed. Values range from 0.01 to 2:
```tsx
<Audio
src={staticFile("audio.mp3")}
toneFrequency={1.5} // Higher pitch
/>
<Audio
src={staticFile("audio.mp3")}
toneFrequency={0.8} // Lower pitch
/>
```
Pitch shifting only works during server-side rendering, not in the Remotion Studio preview or in the `<Player />`.

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---
name: calculate-metadata
description: Dynamically set composition duration, dimensions, and props
metadata:
tags: calculateMetadata, duration, dimensions, props, dynamic
---
# Using calculateMetadata
Use `calculateMetadata` on a `<Composition>` to dynamically set duration, dimensions, and transform props before rendering.
```tsx
<Composition id="MyComp" component={MyComponent} durationInFrames={300} fps={30} width={1920} height={1080} defaultProps={{videoSrc: 'https://remotion.media/video.mp4'}} calculateMetadata={calculateMetadata} />
```
## Setting duration based on a video
Use the `getMediaMetadata()` function from the mediabunny/metadata skill to get the video duration:
```tsx
import {CalculateMetadataFunction} from 'remotion';
import {getMediaMetadata} from '../get-media-metadata';
const calculateMetadata: CalculateMetadataFunction<Props> = async ({props}) => {
const {durationInSeconds} = await getMediaMetadata(props.videoSrc);
return {
durationInFrames: Math.ceil(durationInSeconds * 30),
};
};
```
## Matching dimensions of a video
```tsx
const calculateMetadata: CalculateMetadataFunction<Props> = async ({props}) => {
const {durationInSeconds, dimensions} = await getMediaMetadata(props.videoSrc);
return {
durationInFrames: Math.ceil(durationInSeconds * 30),
width: dimensions?.width ?? 1920,
height: dimensions?.height ?? 1080,
};
};
```
## Setting duration based on multiple videos
```tsx
const calculateMetadata: CalculateMetadataFunction<Props> = async ({props}) => {
const metadataPromises = props.videos.map((video) => getMediaMetadata(video.src));
const allMetadata = await Promise.all(metadataPromises);
const totalDuration = allMetadata.reduce((sum, meta) => sum + meta.durationInSeconds, 0);
return {
durationInFrames: Math.ceil(totalDuration * 30),
};
};
```
## Setting a default outName
Set the default output filename based on props:
```tsx
const calculateMetadata: CalculateMetadataFunction<Props> = async ({props}) => {
return {
defaultOutName: `video-${props.id}.mp4`,
};
};
```
## Transforming props
Fetch data or transform props before rendering:
```tsx
const calculateMetadata: CalculateMetadataFunction<Props> = async ({props, abortSignal}) => {
const response = await fetch(props.dataUrl, {signal: abortSignal});
const data = await response.json();
return {
props: {
...props,
fetchedData: data,
},
};
};
```
The `abortSignal` cancels stale requests when props change in the Studio.
## Return value
All fields are optional. Returned values override the `<Composition>` props:
- `durationInFrames`: Number of frames
- `width`: Composition width in pixels
- `height`: Composition height in pixels
- `fps`: Frames per second
- `props`: Transformed props passed to the component
- `defaultOutName`: Default output filename
- `defaultCodec`: Default codec for rendering

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---
name: can-decode
description: Check if a video can be decoded by the browser using Mediabunny
metadata:
tags: decode, validation, video, audio, compatibility, browser
---
# Checking if a video can be decoded
Use Mediabunny to check if a video can be decoded by the browser before attempting to play it.
## The `canDecode()` function
This function can be copy-pasted into any project.
```tsx
import { Input, ALL_FORMATS, UrlSource } from "mediabunny";
export const canDecode = async (src: string) => {
const input = new Input({
formats: ALL_FORMATS,
source: new UrlSource(src, {
getRetryDelay: () => null,
}),
});
try {
await input.getFormat();
} catch {
return false;
}
const videoTrack = await input.getPrimaryVideoTrack();
if (videoTrack && !(await videoTrack.canDecode())) {
return false;
}
const audioTrack = await input.getPrimaryAudioTrack();
if (audioTrack && !(await audioTrack.canDecode())) {
return false;
}
return true;
};
```
## Usage
```tsx
const src = "https://remotion.media/video.mp4";
const isDecodable = await canDecode(src);
if (isDecodable) {
console.log("Video can be decoded");
} else {
console.log("Video cannot be decoded by this browser");
}
```
## Using with Blob
For file uploads or drag-and-drop, use `BlobSource`:
```tsx
import { Input, ALL_FORMATS, BlobSource } from "mediabunny";
export const canDecodeBlob = async (blob: Blob) => {
const input = new Input({
formats: ALL_FORMATS,
source: new BlobSource(blob),
});
// Same validation logic as above
};
```

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---
name: charts
description: Chart and data visualization patterns for Remotion. Use when creating bar charts, pie charts, histograms, progress bars, or any data-driven animations.
metadata:
tags: charts, data, visualization, bar-chart, pie-chart, graphs
---
# Charts in Remotion
You can create bar charts in Remotion by using regular React code - HTML and SVG is allowed, as well as D3.js.
## No animations not powered by `useCurrentFrame()`
Disable all animations by third party libraries.
They will cause flickering during rendering.
Instead, drive all animations from `useCurrentFrame()`.
## Bar Chart Animations
See [Bar Chart Example](assets/charts/bar-chart.tsx) for a basic example implmentation.
### Staggered Bars
You can animate the height of the bars and stagger them like this:
```tsx
const STAGGER_DELAY = 5;
const frame = useCurrentFrame();
const {fps} = useVideoConfig();
const bars = data.map((item, i) => {
const delay = i * STAGGER_DELAY;
const height = spring({
frame,
fps,
delay,
config: {damping: 200},
});
return <div style={{height: height * item.value}} />;
});
```
## Pie Chart Animation
Animate segments using stroke-dashoffset, starting from 12 o'clock.
```tsx
const frame = useCurrentFrame();
const {fps} = useVideoConfig();
const progress = interpolate(frame, [0, 100], [0, 1]);
const circumference = 2 * Math.PI * radius;
const segmentLength = (value / total) * circumference;
const offset = interpolate(progress, [0, 1], [segmentLength, 0]);
<circle r={radius} cx={center} cy={center} fill="none" stroke={color} strokeWidth={strokeWidth} strokeDasharray={`${segmentLength} ${circumference}`} strokeDashoffset={offset} transform={`rotate(-90 ${center} ${center})`} />;
```

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---
name: compositions
description: Defining compositions, stills, folders, default props and dynamic metadata
metadata:
tags: composition, still, folder, props, metadata
---
A `<Composition>` defines the component, width, height, fps and duration of a renderable video.
It normally is placed in the `src/Root.tsx` file.
```tsx
import { Composition } from "remotion";
import { MyComposition } from "./MyComposition";
export const RemotionRoot = () => {
return (
<Composition
id="MyComposition"
component={MyComposition}
durationInFrames={100}
fps={30}
width={1080}
height={1080}
/>
);
};
```
## Default Props
Pass `defaultProps` to provide initial values for your component.
Values must be JSON-serializable (`Date`, `Map`, `Set`, and `staticFile()` are supported).
```tsx
import { Composition } from "remotion";
import { MyComposition, MyCompositionProps } from "./MyComposition";
export const RemotionRoot = () => {
return (
<Composition
id="MyComposition"
component={MyComposition}
durationInFrames={100}
fps={30}
width={1080}
height={1080}
defaultProps={{
title: "Hello World",
color: "#ff0000",
} satisfies MyCompositionProps}
/>
);
};
```
Use `type` declarations for props rather than `interface` to ensure `defaultProps` type safety.
## Folders
Use `<Folder>` to organize compositions in the sidebar.
Folder names can only contain letters, numbers, and hyphens.
```tsx
import { Composition, Folder } from "remotion";
export const RemotionRoot = () => {
return (
<>
<Folder name="Marketing">
<Composition id="Promo" /* ... */ />
<Composition id="Ad" /* ... */ />
</Folder>
<Folder name="Social">
<Folder name="Instagram">
<Composition id="Story" /* ... */ />
<Composition id="Reel" /* ... */ />
</Folder>
</Folder>
</>
);
};
```
## Stills
Use `<Still>` for single-frame images. It does not require `durationInFrames` or `fps`.
```tsx
import { Still } from "remotion";
import { Thumbnail } from "./Thumbnail";
export const RemotionRoot = () => {
return (
<Still
id="Thumbnail"
component={Thumbnail}
width={1280}
height={720}
/>
);
};
```
## Calculate Metadata
Use `calculateMetadata` to make dimensions, duration, or props dynamic based on data.
```tsx
import { Composition, CalculateMetadataFunction } from "remotion";
import { MyComposition, MyCompositionProps } from "./MyComposition";
const calculateMetadata: CalculateMetadataFunction<MyCompositionProps> = async ({
props,
abortSignal,
}) => {
const data = await fetch(`https://api.example.com/video/${props.videoId}`, {
signal: abortSignal,
}).then((res) => res.json());
return {
durationInFrames: Math.ceil(data.duration * 30),
props: {
...props,
videoUrl: data.url,
},
};
};
export const RemotionRoot = () => {
return (
<Composition
id="MyComposition"
component={MyComposition}
durationInFrames={100} // Placeholder, will be overridden
fps={30}
width={1080}
height={1080}
defaultProps={{ videoId: "abc123" }}
calculateMetadata={calculateMetadata}
/>
);
};
```
The function can return `props`, `durationInFrames`, `width`, `height`, `fps`, and codec-related defaults. It runs once before rendering begins.

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---
name: display-captions
description: Displaying captions in Remotion with TikTok-style pages and word highlighting
metadata:
tags: captions, subtitles, display, tiktok, highlight
---
# Displaying captions in Remotion
This guide explains how to display captions in Remotion, assuming you already have captions in the `Caption` format.
## Prerequisites
First, the @remotion/captions package needs to be installed.
If it is not installed, use the following command:
```bash
npx remotion add @remotion/captions # If project uses npm
bunx remotion add @remotion/captions # If project uses bun
yarn remotion add @remotion/captions # If project uses yarn
pnpm exec remotion add @remotion/captions # If project uses pnpm
```
## Creating pages
Use `createTikTokStyleCaptions()` to group captions into pages. The `combineTokensWithinMilliseconds` option controls how many words appear at once:
```tsx
import {useMemo} from 'react';
import {createTikTokStyleCaptions} from '@remotion/captions';
import type {Caption} from '@remotion/captions';
// How often captions should switch (in milliseconds)
// Higher values = more words per page
// Lower values = fewer words (more word-by-word)
const SWITCH_CAPTIONS_EVERY_MS = 1200;
const {pages} = useMemo(() => {
return createTikTokStyleCaptions({
captions,
combineTokensWithinMilliseconds: SWITCH_CAPTIONS_EVERY_MS,
});
}, [captions]);
```
## Rendering with Sequences
Map over the pages and render each one in a `<Sequence>`. Calculate the start frame and duration from the page timing:
```tsx
import {Sequence, useVideoConfig, AbsoluteFill} from 'remotion';
import type {TikTokPage} from '@remotion/captions';
const CaptionedContent: React.FC = () => {
const {fps} = useVideoConfig();
return (
<AbsoluteFill>
{pages.map((page, index) => {
const nextPage = pages[index + 1] ?? null;
const startFrame = (page.startMs / 1000) * fps;
const endFrame = Math.min(
nextPage ? (nextPage.startMs / 1000) * fps : Infinity,
startFrame + (SWITCH_CAPTIONS_EVERY_MS / 1000) * fps,
);
const durationInFrames = endFrame - startFrame;
if (durationInFrames <= 0) {
return null;
}
return (
<Sequence
key={index}
from={startFrame}
durationInFrames={durationInFrames}
>
<CaptionPage page={page} />
</Sequence>
);
})}
</AbsoluteFill>
);
};
```
## Word highlighting
A caption page contains `tokens` which you can use to highlight the currently spoken word:
```tsx
import {AbsoluteFill, useCurrentFrame, useVideoConfig} from 'remotion';
import type {TikTokPage} from '@remotion/captions';
const HIGHLIGHT_COLOR = '#39E508';
const CaptionPage: React.FC<{page: TikTokPage}> = ({page}) => {
const frame = useCurrentFrame();
const {fps} = useVideoConfig();
// Current time relative to the start of the sequence
const currentTimeMs = (frame / fps) * 1000;
// Convert to absolute time by adding the page start
const absoluteTimeMs = page.startMs + currentTimeMs;
return (
<AbsoluteFill style={{justifyContent: 'center', alignItems: 'center'}}>
<div style={{fontSize: 80, fontWeight: 'bold', whiteSpace: 'pre'}}>
{page.tokens.map((token) => {
const isActive =
token.fromMs <= absoluteTimeMs && token.toMs > absoluteTimeMs;
return (
<span
key={token.fromMs}
style={{color: isActive ? HIGHLIGHT_COLOR : 'white'}}
>
{token.text}
</span>
);
})}
</div>
</AbsoluteFill>
);
};
```

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---
name: extract-frames
description: Extract frames from videos at specific timestamps using Mediabunny
metadata:
tags: frames, extract, video, thumbnail, filmstrip, canvas
---
# Extracting frames from videos
Use Mediabunny to extract frames from videos at specific timestamps. This is useful for generating thumbnails, filmstrips, or processing individual frames.
## The `extractFrames()` function
This function can be copy-pasted into any project.
```tsx
import {
ALL_FORMATS,
Input,
UrlSource,
VideoSample,
VideoSampleSink,
} from "mediabunny";
type Options = {
track: { width: number; height: number };
container: string;
durationInSeconds: number | null;
};
export type ExtractFramesTimestampsInSecondsFn = (
options: Options
) => Promise<number[]> | number[];
export type ExtractFramesProps = {
src: string;
timestampsInSeconds: number[] | ExtractFramesTimestampsInSecondsFn;
onVideoSample: (sample: VideoSample) => void;
signal?: AbortSignal;
};
export async function extractFrames({
src,
timestampsInSeconds,
onVideoSample,
signal,
}: ExtractFramesProps): Promise<void> {
using input = new Input({
formats: ALL_FORMATS,
source: new UrlSource(src),
});
const [durationInSeconds, format, videoTrack] = await Promise.all([
input.computeDuration(),
input.getFormat(),
input.getPrimaryVideoTrack(),
]);
if (!videoTrack) {
throw new Error("No video track found in the input");
}
if (signal?.aborted) {
throw new Error("Aborted");
}
const timestamps =
typeof timestampsInSeconds === "function"
? await timestampsInSeconds({
track: {
width: videoTrack.displayWidth,
height: videoTrack.displayHeight,
},
container: format.name,
durationInSeconds,
})
: timestampsInSeconds;
if (timestamps.length === 0) {
return;
}
if (signal?.aborted) {
throw new Error("Aborted");
}
const sink = new VideoSampleSink(videoTrack);
for await (using videoSample of sink.samplesAtTimestamps(timestamps)) {
if (signal?.aborted) {
break;
}
if (!videoSample) {
continue;
}
onVideoSample(videoSample);
}
}
```
## Basic usage
Extract frames at specific timestamps:
```tsx
await extractFrames({
src: "https://remotion.media/video.mp4",
timestampsInSeconds: [0, 1, 2, 3, 4],
onVideoSample: (sample) => {
const canvas = document.createElement("canvas");
canvas.width = sample.displayWidth;
canvas.height = sample.displayHeight;
const ctx = canvas.getContext("2d");
sample.draw(ctx!, 0, 0);
},
});
```
## Creating a filmstrip
Use a callback function to dynamically calculate timestamps based on video metadata:
```tsx
const canvasWidth = 500;
const canvasHeight = 80;
const fromSeconds = 0;
const toSeconds = 10;
await extractFrames({
src: "https://remotion.media/video.mp4",
timestampsInSeconds: async ({ track, durationInSeconds }) => {
const aspectRatio = track.width / track.height;
const amountOfFramesFit = Math.ceil(
canvasWidth / (canvasHeight * aspectRatio)
);
const segmentDuration = toSeconds - fromSeconds;
const timestamps: number[] = [];
for (let i = 0; i < amountOfFramesFit; i++) {
timestamps.push(
fromSeconds + (segmentDuration / amountOfFramesFit) * (i + 0.5)
);
}
return timestamps;
},
onVideoSample: (sample) => {
console.log(`Frame at ${sample.timestamp}s`);
const canvas = document.createElement("canvas");
canvas.width = sample.displayWidth;
canvas.height = sample.displayHeight;
const ctx = canvas.getContext("2d");
sample.draw(ctx!, 0, 0);
},
});
```
## Cancellation with AbortSignal
Cancel frame extraction after a timeout:
```tsx
const controller = new AbortController();
setTimeout(() => controller.abort(), 5000);
try {
await extractFrames({
src: "https://remotion.media/video.mp4",
timestampsInSeconds: [0, 1, 2, 3, 4],
onVideoSample: (sample) => {
using frame = sample;
const canvas = document.createElement("canvas");
canvas.width = frame.displayWidth;
canvas.height = frame.displayHeight;
const ctx = canvas.getContext("2d");
frame.draw(ctx!, 0, 0);
},
signal: controller.signal,
});
console.log("Frame extraction complete!");
} catch (error) {
console.error("Frame extraction was aborted or failed:", error);
}
```
## Timeout with Promise.race
```tsx
const controller = new AbortController();
const timeoutPromise = new Promise<never>((_, reject) => {
const timeoutId = setTimeout(() => {
controller.abort();
reject(new Error("Frame extraction timed out after 10 seconds"));
}, 10000);
controller.signal.addEventListener("abort", () => clearTimeout(timeoutId), {
once: true,
});
});
try {
await Promise.race([
extractFrames({
src: "https://remotion.media/video.mp4",
timestampsInSeconds: [0, 1, 2, 3, 4],
onVideoSample: (sample) => {
using frame = sample;
const canvas = document.createElement("canvas");
canvas.width = frame.displayWidth;
canvas.height = frame.displayHeight;
const ctx = canvas.getContext("2d");
frame.draw(ctx!, 0, 0);
},
signal: controller.signal,
}),
timeoutPromise,
]);
console.log("Frame extraction complete!");
} catch (error) {
console.error("Frame extraction was aborted or failed:", error);
}
```

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---
name: fonts
description: Loading Google Fonts and local fonts in Remotion
metadata:
tags: fonts, google-fonts, typography, text
---
# Using fonts in Remotion
## Google Fonts with @remotion/google-fonts
The recommended way to use Google Fonts. It's type-safe and automatically blocks rendering until the font is ready.
### Prerequisites
First, the @remotion/google-fonts package needs to be installed.
If it is not installed, use the following command:
```bash
npx remotion add @remotion/google-fonts # If project uses npm
bunx remotion add @remotion/google-fonts # If project uses bun
yarn remotion add @remotion/google-fonts # If project uses yarn
pnpm exec remotion add @remotion/google-fonts # If project uses pnpm
```
```tsx
import { loadFont } from "@remotion/google-fonts/Lobster";
const { fontFamily } = loadFont();
export const MyComposition = () => {
return <div style={{ fontFamily }}>Hello World</div>;
};
```
Preferrably, specify only needed weights and subsets to reduce file size:
```tsx
import { loadFont } from "@remotion/google-fonts/Roboto";
const { fontFamily } = loadFont("normal", {
weights: ["400", "700"],
subsets: ["latin"],
});
```
### Waiting for font to load
Use `waitUntilDone()` if you need to know when the font is ready:
```tsx
import { loadFont } from "@remotion/google-fonts/Lobster";
const { fontFamily, waitUntilDone } = loadFont();
await waitUntilDone();
```
## Local fonts with @remotion/fonts
For local font files, use the `@remotion/fonts` package.
### Prerequisites
First, install @remotion/fonts:
```bash
npx remotion add @remotion/fonts # If project uses npm
bunx remotion add @remotion/fonts # If project uses bun
yarn remotion add @remotion/fonts # If project uses yarn
pnpm exec remotion add @remotion/fonts # If project uses pnpm
```
### Loading a local font
Place your font file in the `public/` folder and use `loadFont()`:
```tsx
import { loadFont } from "@remotion/fonts";
import { staticFile } from "remotion";
await loadFont({
family: "MyFont",
url: staticFile("MyFont-Regular.woff2"),
});
export const MyComposition = () => {
return <div style={{ fontFamily: "MyFont" }}>Hello World</div>;
};
```
### Loading multiple weights
Load each weight separately with the same family name:
```tsx
import { loadFont } from "@remotion/fonts";
import { staticFile } from "remotion";
await Promise.all([
loadFont({
family: "Inter",
url: staticFile("Inter-Regular.woff2"),
weight: "400",
}),
loadFont({
family: "Inter",
url: staticFile("Inter-Bold.woff2"),
weight: "700",
}),
]);
```
### Available options
```tsx
loadFont({
family: "MyFont", // Required: name to use in CSS
url: staticFile("font.woff2"), // Required: font file URL
format: "woff2", // Optional: auto-detected from extension
weight: "400", // Optional: font weight
style: "normal", // Optional: normal or italic
display: "block", // Optional: font-display behavior
});
```
## Using in components
Call `loadFont()` at the top level of your component or in a separate file that's imported early:
```tsx
import { loadFont } from "@remotion/google-fonts/Montserrat";
const { fontFamily } = loadFont("normal", {
weights: ["400", "700"],
subsets: ["latin"],
});
export const Title: React.FC<{ text: string }> = ({ text }) => {
return (
<h1
style={{
fontFamily,
fontSize: 80,
fontWeight: "bold",
}}
>
{text}
</h1>
);
};
```

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---
name: get-audio-duration
description: Getting the duration of an audio file in seconds with Mediabunny
metadata:
tags: duration, audio, length, time, seconds, mp3, wav
---
# Getting audio duration with Mediabunny
Mediabunny can extract the duration of an audio file. It works in browser, Node.js, and Bun environments.
## Getting audio duration
```tsx
import { Input, ALL_FORMATS, UrlSource } from "mediabunny";
export const getAudioDuration = async (src: string) => {
const input = new Input({
formats: ALL_FORMATS,
source: new UrlSource(src, {
getRetryDelay: () => null,
}),
});
const durationInSeconds = await input.computeDuration();
return durationInSeconds;
};
```
## Usage
```tsx
const duration = await getAudioDuration("https://remotion.media/audio.mp3");
console.log(duration); // e.g. 180.5 (seconds)
```
## Using with local files
For local files, use `FileSource` instead of `UrlSource`:
```tsx
import { Input, ALL_FORMATS, FileSource } from "mediabunny";
const input = new Input({
formats: ALL_FORMATS,
source: new FileSource(file), // File object from input or drag-drop
});
const durationInSeconds = await input.computeDuration();
```
## Using with staticFile in Remotion
```tsx
import { staticFile } from "remotion";
const duration = await getAudioDuration(staticFile("audio.mp3"));
```

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---
name: get-video-dimensions
description: Getting the width and height of a video file with Mediabunny
metadata:
tags: dimensions, width, height, resolution, size, video
---
# Getting video dimensions with Mediabunny
Mediabunny can extract the width and height of a video file. It works in browser, Node.js, and Bun environments.
## Getting video dimensions
```tsx
import { Input, ALL_FORMATS, UrlSource } from "mediabunny";
export const getVideoDimensions = async (src: string) => {
const input = new Input({
formats: ALL_FORMATS,
source: new UrlSource(src, {
getRetryDelay: () => null,
}),
});
const videoTrack = await input.getPrimaryVideoTrack();
if (!videoTrack) {
throw new Error("No video track found");
}
return {
width: videoTrack.displayWidth,
height: videoTrack.displayHeight,
};
};
```
## Usage
```tsx
const dimensions = await getVideoDimensions("https://remotion.media/video.mp4");
console.log(dimensions.width); // e.g. 1920
console.log(dimensions.height); // e.g. 1080
```
## Using with local files
For local files, use `FileSource` instead of `UrlSource`:
```tsx
import { Input, ALL_FORMATS, FileSource } from "mediabunny";
const input = new Input({
formats: ALL_FORMATS,
source: new FileSource(file), // File object from input or drag-drop
});
const videoTrack = await input.getPrimaryVideoTrack();
const width = videoTrack.displayWidth;
const height = videoTrack.displayHeight;
```
## Using with staticFile in Remotion
```tsx
import { staticFile } from "remotion";
const dimensions = await getVideoDimensions(staticFile("video.mp4"));
```

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---
name: get-video-duration
description: Getting the duration of a video file in seconds with Mediabunny
metadata:
tags: duration, video, length, time, seconds
---
# Getting video duration with Mediabunny
Mediabunny can extract the duration of a video file. It works in browser, Node.js, and Bun environments.
## Getting video duration
```tsx
import { Input, ALL_FORMATS, UrlSource } from "mediabunny";
export const getVideoDuration = async (src: string) => {
const input = new Input({
formats: ALL_FORMATS,
source: new UrlSource(src, {
getRetryDelay: () => null,
}),
});
const durationInSeconds = await input.computeDuration();
return durationInSeconds;
};
```
## Usage
```tsx
const duration = await getVideoDuration("https://remotion.media/video.mp4");
console.log(duration); // e.g. 10.5 (seconds)
```
## Using with local files
For local files, use `FileSource` instead of `UrlSource`:
```tsx
import { Input, ALL_FORMATS, FileSource } from "mediabunny";
const input = new Input({
formats: ALL_FORMATS,
source: new FileSource(file), // File object from input or drag-drop
});
const durationInSeconds = await input.computeDuration();
```
## Using with staticFile in Remotion
```tsx
import { staticFile } from "remotion";
const duration = await getVideoDuration(staticFile("video.mp4"));
```

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---
name: gif
description: Displaying GIFs, APNG, AVIF and WebP in Remotion
metadata:
tags: gif, animation, images, animated, apng, avif, webp
---
# Using Animated images in Remotion
## Basic usage
Use `<AnimatedImage>` to display a GIF, APNG, AVIF or WebP image synchronized with Remotion's timeline:
```tsx
import {AnimatedImage, staticFile} from 'remotion';
export const MyComposition = () => {
return <AnimatedImage src={staticFile('animation.gif')} width={500} height={500} />;
};
```
Remote URLs are also supported (must have CORS enabled):
```tsx
<AnimatedImage src="https://example.com/animation.gif" width={500} height={500} />
```
## Sizing and fit
Control how the image fills its container with the `fit` prop:
```tsx
// Stretch to fill (default)
<AnimatedImage src={staticFile("animation.gif")} width={500} height={300} fit="fill" />
// Maintain aspect ratio, fit inside container
<AnimatedImage src={staticFile("animation.gif")} width={500} height={300} fit="contain" />
// Fill container, crop if needed
<AnimatedImage src={staticFile("animation.gif")} width={500} height={300} fit="cover" />
```
## Playback speed
Use `playbackRate` to control the animation speed:
```tsx
<AnimatedImage src={staticFile("animation.gif")} width={500} height={500} playbackRate={2} /> {/* 2x speed */}
<AnimatedImage src={staticFile("animation.gif")} width={500} height={500} playbackRate={0.5} /> {/* Half speed */}
```
## Looping behavior
Control what happens when the animation finishes:
```tsx
// Loop indefinitely (default)
<AnimatedImage src={staticFile("animation.gif")} width={500} height={500} loopBehavior="loop" />
// Play once, show final frame
<AnimatedImage src={staticFile("animation.gif")} width={500} height={500} loopBehavior="pause-after-finish" />
// Play once, then clear canvas
<AnimatedImage src={staticFile("animation.gif")} width={500} height={500} loopBehavior="clear-after-finish" />
```
## Styling
Use the `style` prop for additional CSS (use `width` and `height` props for sizing):
```tsx
<AnimatedImage
src={staticFile('animation.gif')}
width={500}
height={500}
style={{
borderRadius: 20,
position: 'absolute',
top: 100,
left: 50,
}}
/>
```
## Getting GIF duration
Use `getGifDurationInSeconds()` from `@remotion/gif` to get the duration of a GIF.
```bash
npx remotion add @remotion/gif # If project uses npm
bunx remotion add @remotion/gif # If project uses bun
yarn remotion add @remotion/gif # If project uses yarn
pnpm exec remotion add @remotion/gif # If project uses pnpm
```
```tsx
import {getGifDurationInSeconds} from '@remotion/gif';
import {staticFile} from 'remotion';
const duration = await getGifDurationInSeconds(staticFile('animation.gif'));
console.log(duration); // e.g. 2.5
```
This is useful for setting the composition duration to match the GIF:
```tsx
import {getGifDurationInSeconds} from '@remotion/gif';
import {staticFile, CalculateMetadataFunction} from 'remotion';
const calculateMetadata: CalculateMetadataFunction = async () => {
const duration = await getGifDurationInSeconds(staticFile('animation.gif'));
return {
durationInFrames: Math.ceil(duration * 30),
};
};
```
## Alternative
If `<AnimatedImage>` does not work (only supported in Chrome and Firefox), you can use `<Gif>` from `@remotion/gif` instead.
```bash
npx remotion add @remotion/gif # If project uses npm
bunx remotion add @remotion/gif # If project uses bun
yarn remotion add @remotion/gif # If project uses yarn
pnpm exec remotion add @remotion/gif # If project uses pnpm
```
```tsx
import {Gif} from '@remotion/gif';
import {staticFile} from 'remotion';
export const MyComposition = () => {
return <Gif src={staticFile('animation.gif')} width={500} height={500} />;
};
```
The `<Gif>` component has the same props as `<AnimatedImage>` but only supports GIF files.

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---
name: images
description: Embedding images in Remotion using the <Img> component
metadata:
tags: images, img, staticFile, png, jpg, svg, webp
---
# Using images in Remotion
## The `<Img>` component
Always use the `<Img>` component from `remotion` to display images:
```tsx
import { Img, staticFile } from "remotion";
export const MyComposition = () => {
return <Img src={staticFile("photo.png")} />;
};
```
## Important restrictions
**You MUST use the `<Img>` component from `remotion`.** Do not use:
- Native HTML `<img>` elements
- Next.js `<Image>` component
- CSS `background-image`
The `<Img>` component ensures images are fully loaded before rendering, preventing flickering and blank frames during video export.
## Local images with staticFile()
Place images in the `public/` folder and use `staticFile()` to reference them:
```
my-video/
├─ public/
│ ├─ logo.png
│ ├─ avatar.jpg
│ └─ icon.svg
├─ src/
├─ package.json
```
```tsx
import { Img, staticFile } from "remotion";
<Img src={staticFile("logo.png")} />
```
## Remote images
Remote URLs can be used directly without `staticFile()`:
```tsx
<Img src="https://example.com/image.png" />
```
Ensure remote images have CORS enabled.
For animated GIFs, use the `<Gif>` component from `@remotion/gif` instead.
## Sizing and positioning
Use the `style` prop to control size and position:
```tsx
<Img
src={staticFile("photo.png")}
style={{
width: 500,
height: 300,
position: "absolute",
top: 100,
left: 50,
objectFit: "cover",
}}
/>
```
## Dynamic image paths
Use template literals for dynamic file references:
```tsx
import { Img, staticFile, useCurrentFrame } from "remotion";
const frame = useCurrentFrame();
// Image sequence
<Img src={staticFile(`frames/frame${frame}.png`)} />
// Selecting based on props
<Img src={staticFile(`avatars/${props.userId}.png`)} />
// Conditional images
<Img src={staticFile(`icons/${isActive ? "active" : "inactive"}.svg`)} />
```
This pattern is useful for:
- Image sequences (frame-by-frame animations)
- User-specific avatars or profile images
- Theme-based icons
- State-dependent graphics
## Getting image dimensions
Use `getImageDimensions()` to get the dimensions of an image:
```tsx
import { getImageDimensions, staticFile } from "remotion";
const { width, height } = await getImageDimensions(staticFile("photo.png"));
```
This is useful for calculating aspect ratios or sizing compositions:
```tsx
import { getImageDimensions, staticFile, CalculateMetadataFunction } from "remotion";
const calculateMetadata: CalculateMetadataFunction = async () => {
const { width, height } = await getImageDimensions(staticFile("photo.png"));
return {
width,
height,
};
};
```

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---
name: import-srt-captions
description: Importing .srt subtitle files into Remotion using @remotion/captions
metadata:
tags: captions, subtitles, srt, import, parse
---
# Importing .srt subtitles into Remotion
If you have an existing `.srt` subtitle file, you can import it into Remotion using `parseSrt()` from `@remotion/captions`.
## Prerequisites
First, the @remotion/captions package needs to be installed.
If it is not installed, use the following command:
```bash
npx remotion add @remotion/captions # If project uses npm
bunx remotion add @remotion/captions # If project uses bun
yarn remotion add @remotion/captions # If project uses yarn
pnpm exec remotion add @remotion/captions # If project uses pnpm
```
## Reading an .srt file
Use `staticFile()` to reference an `.srt` file in your `public` folder, then fetch and parse it:
```tsx
import {useState, useEffect, useCallback} from 'react';
import {AbsoluteFill, staticFile, useDelayRender} from 'remotion';
import {parseSrt} from '@remotion/captions';
import type {Caption} from '@remotion/captions';
export const MyComponent: React.FC = () => {
const [captions, setCaptions] = useState<Caption[] | null>(null);
const {delayRender, continueRender, cancelRender} = useDelayRender();
const [handle] = useState(() => delayRender());
const fetchCaptions = useCallback(async () => {
try {
const response = await fetch(staticFile('subtitles.srt'));
const text = await response.text();
const {captions: parsed} = parseSrt({input: text});
setCaptions(parsed);
continueRender(handle);
} catch (e) {
cancelRender(e);
}
}, [continueRender, cancelRender, handle]);
useEffect(() => {
fetchCaptions();
}, [fetchCaptions]);
if (!captions) {
return null;
}
return <AbsoluteFill>{/* Use captions here */}</AbsoluteFill>;
};
```
Remote URLs are also supported - you can `fetch()` a remote file via URL instead of using `staticFile()`.
## Using imported captions
Once parsed, the captions are in the `Caption` format and can be used with all `@remotion/captions` utilities.

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---
name: lottie
description: Embedding Lottie animations in Remotion.
metadata:
category: Animation
---
# Using Lottie Animations in Remotion
## Prerequisites
First, the @remotion/lottie package needs to be installed.
If it is not, use the following command:
```bash
npx remotion add @remotion/lottie # If project uses npm
bunx remotion add @remotion/lottie # If project uses bun
yarn remotion add @remotion/lottie # If project uses yarn
pnpm exec remotion add @remotion/lottie # If project uses pnpm
```
## Displaying a Lottie file
To import a Lottie animation:
- Fetch the Lottie asset
- Wrap the loading process in `delayRender()` and `continueRender()`
- Save the animation data in a state
- Render the Lottie animation using the `Lottie` component from the `@remotion/lottie` package
```tsx
import {Lottie, LottieAnimationData} from '@remotion/lottie';
import {useEffect, useState} from 'react';
import {cancelRender, continueRender, delayRender} from 'remotion';
export const MyAnimation = () => {
const [handle] = useState(() => delayRender('Loading Lottie animation'));
const [animationData, setAnimationData] = useState<LottieAnimationData | null>(null);
useEffect(() => {
fetch('https://assets4.lottiefiles.com/packages/lf20_zyquagfl.json')
.then((data) => data.json())
.then((json) => {
setAnimationData(json);
continueRender(handle);
})
.catch((err) => {
cancelRender(err);
});
}, [handle]);
if (!animationData) {
return null;
}
return <Lottie animationData={animationData} />;
};
```
## Styling and animating
Lottie supports the `style` prop to allow styles and animations:
```tsx
return <Lottie animationData={animationData} style={{width: 400, height: 400}} />;
```

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---
name: measuring-dom-nodes
description: Measuring DOM element dimensions in Remotion
metadata:
tags: measure, layout, dimensions, getBoundingClientRect, scale
---
# Measuring DOM nodes in Remotion
Remotion applies a `scale()` transform to the video container, which affects values from `getBoundingClientRect()`. Use `useCurrentScale()` to get correct measurements.
## Measuring element dimensions
```tsx
import { useCurrentScale } from "remotion";
import { useRef, useEffect, useState } from "react";
export const MyComponent = () => {
const ref = useRef<HTMLDivElement>(null);
const scale = useCurrentScale();
const [dimensions, setDimensions] = useState({ width: 0, height: 0 });
useEffect(() => {
if (!ref.current) return;
const rect = ref.current.getBoundingClientRect();
setDimensions({
width: rect.width / scale,
height: rect.height / scale,
});
}, [scale]);
return <div ref={ref}>Content to measure</div>;
};
```

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---
name: measuring-text
description: Measuring text dimensions, fitting text to containers, and checking overflow
metadata:
tags: measure, text, layout, dimensions, fitText, fillTextBox
---
# Measuring text in Remotion
## Prerequisites
Install @remotion/layout-utils if it is not already installed:
```bash
npx remotion add @remotion/layout-utils # If project uses npm
bunx remotion add @remotion/layout-utils # If project uses bun
yarn remotion add @remotion/layout-utils # If project uses yarn
pnpm exec remotion add @remotion/layout-utils # If project uses pnpm
```
## Measuring text dimensions
Use `measureText()` to calculate the width and height of text:
```tsx
import { measureText } from "@remotion/layout-utils";
const { width, height } = measureText({
text: "Hello World",
fontFamily: "Arial",
fontSize: 32,
fontWeight: "bold",
});
```
Results are cached - duplicate calls return the cached result.
## Fitting text to a width
Use `fitText()` to find the optimal font size for a container:
```tsx
import { fitText } from "@remotion/layout-utils";
const { fontSize } = fitText({
text: "Hello World",
withinWidth: 600,
fontFamily: "Inter",
fontWeight: "bold",
});
return (
<div
style={{
fontSize: Math.min(fontSize, 80), // Cap at 80px
fontFamily: "Inter",
fontWeight: "bold",
}}
>
Hello World
</div>
);
```
## Checking text overflow
Use `fillTextBox()` to check if text exceeds a box:
```tsx
import { fillTextBox } from "@remotion/layout-utils";
const box = fillTextBox({ maxBoxWidth: 400, maxLines: 3 });
const words = ["Hello", "World", "This", "is", "a", "test"];
for (const word of words) {
const { exceedsBox } = box.add({
text: word + " ",
fontFamily: "Arial",
fontSize: 24,
});
if (exceedsBox) {
// Text would overflow, handle accordingly
break;
}
}
```
## Best practices
**Load fonts first:** Only call measurement functions after fonts are loaded.
```tsx
import { loadFont } from "@remotion/google-fonts/Inter";
const { fontFamily, waitUntilDone } = loadFont("normal", {
weights: ["400"],
subsets: ["latin"],
});
waitUntilDone().then(() => {
// Now safe to measure
const { width } = measureText({
text: "Hello",
fontFamily,
fontSize: 32,
});
})
```
**Use validateFontIsLoaded:** Catch font loading issues early:
```tsx
measureText({
text: "Hello",
fontFamily: "MyCustomFont",
fontSize: 32,
validateFontIsLoaded: true, // Throws if font not loaded
});
```
**Match font properties:** Use the same properties for measurement and rendering:
```tsx
const fontStyle = {
fontFamily: "Inter",
fontSize: 32,
fontWeight: "bold" as const,
letterSpacing: "0.5px",
};
const { width } = measureText({
text: "Hello",
...fontStyle,
});
return <div style={fontStyle}>Hello</div>;
```
**Avoid padding and border:** Use `outline` instead of `border` to prevent layout differences:
```tsx
<div style={{ outline: "2px solid red" }}>Text</div>
```

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---
name: sequencing
description: Sequencing patterns for Remotion - delay, trim, limit duration of items
metadata:
tags: sequence, series, timing, delay, trim
---
Use `<Sequence>` to delay when an element appears in the timeline.
```tsx
import { Sequence } from "remotion";
const {fps} = useVideoConfig();
<Sequence from={1 * fps} durationInFrames={2 * fps} premountFor={1 * fps}>
<Title />
</Sequence>
<Sequence from={2 * fps} durationInFrames={2 * fps} premountFor={1 * fps}>
<Subtitle />
</Sequence>
```
This will by default wrap the component in an absolute fill element.
If the items should not be wrapped, use the `layout` prop:
```tsx
<Sequence layout="none">
<Title />
</Sequence>
```
## Premounting
This loads the component in the timeline before it is actually played.
Always premount any `<Sequence>`!
```tsx
<Sequence premountFor={1 * fps}>
<Title />
</Sequence>
```
## Series
Use `<Series>` when elements should play one after another without overlap.
```tsx
import {Series} from 'remotion';
<Series>
<Series.Sequence durationInFrames={45}>
<Intro />
</Series.Sequence>
<Series.Sequence durationInFrames={60}>
<MainContent />
</Series.Sequence>
<Series.Sequence durationInFrames={30}>
<Outro />
</Series.Sequence>
</Series>;
```
Same as with `<Sequence>`, the items will be wrapped in an absolute fill element by default when using `<Series.Sequence>`, unless the `layout` prop is set to `none`.
### Series with overlaps
Use negative offset for overlapping sequences:
```tsx
<Series>
<Series.Sequence durationInFrames={60}>
<SceneA />
</Series.Sequence>
<Series.Sequence offset={-15} durationInFrames={60}>
{/* Starts 15 frames before SceneA ends */}
<SceneB />
</Series.Sequence>
</Series>
```
## Frame References Inside Sequences
Inside a Sequence, `useCurrentFrame()` returns the local frame (starting from 0):
```tsx
<Sequence from={60} durationInFrames={30}>
<MyComponent />
{/* Inside MyComponent, useCurrentFrame() returns 0-29, not 60-89 */}
</Sequence>
```
## Nested Sequences
Sequences can be nested for complex timing:
```tsx
<Sequence from={0} durationInFrames={120}>
<Background />
<Sequence from={15} durationInFrames={90} layout="none">
<Title />
</Sequence>
<Sequence from={45} durationInFrames={60} layout="none">
<Subtitle />
</Sequence>
</Sequence>
```

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---
name: tailwind
description: Using TailwindCSS in Remotion.
metadata:
---
You can and should use TailwindCSS in Remotion, if TailwindCSS is installed in the project.
Don't use `transition-*` or `animate-*` classes - always animate using the `useCurrentFrame()` hook.
Tailwind must be installed and enabled first in a Remotion project - fetch https://www.remotion.dev/docs/tailwind using WebFetch for instructions.

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---
name: text-animations
description: Typography and text animation patterns for Remotion.
metadata:
tags: typography, text, typewriter, highlighter ken
---
## Text animations
Based on `useCurrentFrame()`, reduce the string character by character to create a typewriter effect.
## Typewriter Effect
See [Typewriter](assets/text-animations-typewriter.tsx) for an advanced example with a blinking cursor and a pause after the first sentence.
Always use string slicing for typewriter effects. Never use per-character opacity.
## Word Highlighting
See [Word Highlight](assets/text-animations-word-highlight.tsx) for an example for how a word highlight is animated, like with a highlighter pen.

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---
name: timing
description: Interpolation curves in Remotion - linear, easing, spring animations
metadata:
tags: spring, bounce, easing, interpolation
---
A simple linear interpolation is done using the `interpolate` function.
```ts title="Going from 0 to 1 over 100 frames"
import {interpolate} from 'remotion';
const opacity = interpolate(frame, [0, 100], [0, 1]);
```
By default, the values are not clamped, so the value can go outside the range [0, 1].
Here is how they can be clamped:
```ts title="Going from 0 to 1 over 100 frames with extrapolation"
const opacity = interpolate(frame, [0, 100], [0, 1], {
extrapolateRight: 'clamp',
extrapolateLeft: 'clamp',
});
```
## Spring animations
Spring animations have a more natural motion.
They go from 0 to 1 over time.
```ts title="Spring animation from 0 to 1 over 100 frames"
import {spring, useCurrentFrame, useVideoConfig} from 'remotion';
const frame = useCurrentFrame();
const {fps} = useVideoConfig();
const scale = spring({
frame,
fps,
});
```
### Physical properties
The default configuration is: `mass: 1, damping: 10, stiffness: 100`.
This leads to the animation having a bit of bounce before it settles.
The config can be overwritten like this:
```ts
const scale = spring({
frame,
fps,
config: {damping: 200},
});
```
The recommended configuration for a natural motion without a bounce is: `{ damping: 200 }`.
Here are some common configurations:
```tsx
const smooth = {damping: 200}; // Smooth, no bounce (subtle reveals)
const snappy = {damping: 20, stiffness: 200}; // Snappy, minimal bounce (UI elements)
const bouncy = {damping: 8}; // Bouncy entrance (playful animations)
const heavy = {damping: 15, stiffness: 80, mass: 2}; // Heavy, slow, small bounce
```
### Delay
The animation starts immediately by default.
Use the `delay` parameter to delay the animation by a number of frames.
```tsx
const entrance = spring({
frame: frame - ENTRANCE_DELAY,
fps,
delay: 20,
});
```
### Duration
A `spring()` has a natural duration based on the physical properties.
To stretch the animation to a specific duration, use the `durationInFrames` parameter.
```tsx
const spring = spring({
frame,
fps,
durationInFrames: 40,
});
```
### Combining spring() with interpolate()
Map spring output (0-1) to custom ranges:
```tsx
const springProgress = spring({
frame,
fps,
});
// Map to rotation
const rotation = interpolate(springProgress, [0, 1], [0, 360]);
<div style={{rotate: rotation + 'deg'}} />;
```
### Adding springs
Springs return just numbers, so math can be performed:
```tsx
const frame = useCurrentFrame();
const {fps, durationInFrames} = useVideoConfig();
const inAnimation = spring({
frame,
fps,
});
const outAnimation = spring({
frame,
fps,
durationInFrames: 1 * fps,
delay: durationInFrames - 1 * fps,
});
const scale = inAnimation - outAnimation;
```
## Easing
Easing can be added to the `interpolate` function:
```ts
import {interpolate, Easing} from 'remotion';
const value1 = interpolate(frame, [0, 100], [0, 1], {
easing: Easing.inOut(Easing.quad),
extrapolateLeft: 'clamp',
extrapolateRight: 'clamp',
});
```
The default easing is `Easing.linear`.
There are various other convexities:
- `Easing.in` for starting slow and accelerating
- `Easing.out` for starting fast and slowing down
- `Easing.inOut`
and curves (sorted from most linear to most curved):
- `Easing.quad`
- `Easing.sin`
- `Easing.exp`
- `Easing.circle`
Convexities and curves need be combined for an easing function:
```ts
const value1 = interpolate(frame, [0, 100], [0, 1], {
easing: Easing.inOut(Easing.quad),
extrapolateLeft: 'clamp',
extrapolateRight: 'clamp',
});
```
Cubic bezier curves are also supported:
```ts
const value1 = interpolate(frame, [0, 100], [0, 1], {
easing: Easing.bezier(0.8, 0.22, 0.96, 0.65),
extrapolateLeft: 'clamp',
extrapolateRight: 'clamp',
});
```

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---
name: transcribe-captions
description: Transcribing audio to generate captions in Remotion
metadata:
tags: captions, transcribe, whisper, audio, speech-to-text
---
# Transcribing audio
Remotion provides several built-in options for transcribing audio to generate captions:
- `@remotion/install-whisper-cpp` - Transcribe locally on a server using Whisper.cpp. Fast and free, but requires server infrastructure.
https://remotion.dev/docs/install-whisper-cpp
- `@remotion/whisper-web` - Transcribe in the browser using WebAssembly. No server needed and free, but slower due to WASM overhead.
https://remotion.dev/docs/whisper-web
- `@remotion/openai-whisper` - Use OpenAI Whisper API for cloud-based transcription. Fast and no server needed, but requires payment.
https://remotion.dev/docs/openai-whisper/openai-whisper-api-to-captions

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@@ -0,0 +1,122 @@
---
name: transitions
description: Fullscreen scene transitions for Remotion.
metadata:
tags: transitions, fade, slide, wipe, scenes
---
## Fullscreen transitions
Using `<TransitionSeries>` to animate between multiple scenes or clips.
This will absolutely position the children.
## Prerequisites
First, the @remotion/transitions package needs to be installed.
If it is not, use the following command:
```bash
npx remotion add @remotion/transitions # If project uses npm
bunx remotion add @remotion/transitions # If project uses bun
yarn remotion add @remotion/transitions # If project uses yarn
pnpm exec remotion add @remotion/transitions # If project uses pnpm
```
## Example usage
```tsx
import {TransitionSeries, linearTiming} from '@remotion/transitions';
import {fade} from '@remotion/transitions/fade';
<TransitionSeries>
<TransitionSeries.Sequence durationInFrames={60}>
<SceneA />
</TransitionSeries.Sequence>
<TransitionSeries.Transition presentation={fade()} timing={linearTiming({durationInFrames: 15})} />
<TransitionSeries.Sequence durationInFrames={60}>
<SceneB />
</TransitionSeries.Sequence>
</TransitionSeries>;
```
## Available Transition Types
Import transitions from their respective modules:
```tsx
import {fade} from '@remotion/transitions/fade';
import {slide} from '@remotion/transitions/slide';
import {wipe} from '@remotion/transitions/wipe';
import {flip} from '@remotion/transitions/flip';
import {clockWipe} from '@remotion/transitions/clock-wipe';
```
## Slide Transition with Direction
Specify slide direction for enter/exit animations.
```tsx
import {slide} from '@remotion/transitions/slide';
<TransitionSeries.Transition presentation={slide({direction: 'from-left'})} timing={linearTiming({durationInFrames: 20})} />;
```
Directions: `"from-left"`, `"from-right"`, `"from-top"`, `"from-bottom"`
## Timing Options
```tsx
import {linearTiming, springTiming} from '@remotion/transitions';
// Linear timing - constant speed
linearTiming({durationInFrames: 20});
// Spring timing - organic motion
springTiming({config: {damping: 200}, durationInFrames: 25});
```
## Duration calculation
Transitions overlap adjacent scenes, so the total composition length is **shorter** than the sum of all sequence durations.
For example, with two 60-frame sequences and a 15-frame transition:
- Without transitions: `60 + 60 = 120` frames
- With transition: `60 + 60 - 15 = 105` frames
The transition duration is subtracted because both scenes play simultaneously during the transition.
### Getting the duration of a transition
Use the `getDurationInFrames()` method on the timing object:
```tsx
import {linearTiming, springTiming} from '@remotion/transitions';
const linearDuration = linearTiming({durationInFrames: 20}).getDurationInFrames({fps: 30});
// Returns 20
const springDuration = springTiming({config: {damping: 200}}).getDurationInFrames({fps: 30});
// Returns calculated duration based on spring physics
```
For `springTiming` without an explicit `durationInFrames`, the duration depends on `fps` because it calculates when the spring animation settles.
### Calculating total composition duration
```tsx
import {linearTiming} from '@remotion/transitions';
const scene1Duration = 60;
const scene2Duration = 60;
const scene3Duration = 60;
const timing1 = linearTiming({durationInFrames: 15});
const timing2 = linearTiming({durationInFrames: 20});
const transition1Duration = timing1.getDurationInFrames({fps: 30});
const transition2Duration = timing2.getDurationInFrames({fps: 30});
const totalDuration = scene1Duration + scene2Duration + scene3Duration - transition1Duration - transition2Duration;
// 60 + 60 + 60 - 15 - 20 = 145 frames
```

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@@ -0,0 +1,53 @@
---
name: trimming
description: Trimming patterns for Remotion - cut the beginning or end of animations
metadata:
tags: sequence, trim, clip, cut, offset
---
Use `<Sequence>` with a negative `from` value to trim the start of an animation.
## Trim the Beginning
A negative `from` value shifts time backwards, making the animation start partway through:
```tsx
import { Sequence, useVideoConfig } from "remotion";
const fps = useVideoConfig();
<Sequence from={-0.5 * fps}>
<MyAnimation />
</Sequence>
```
The animation appears 15 frames into its progress - the first 15 frames are trimmed off.
Inside `<MyAnimation>`, `useCurrentFrame()` starts at 15 instead of 0.
## Trim the End
Use `durationInFrames` to unmount content after a specified duration:
```tsx
<Sequence durationInFrames={1.5 * fps}>
<MyAnimation />
</Sequence>
```
The animation plays for 45 frames, then the component unmounts.
## Trim and Delay
Nest sequences to both trim the beginning and delay when it appears:
```tsx
<Sequence from={30}>
<Sequence from={-15}>
<MyAnimation />
</Sequence>
</Sequence>
```
The inner sequence trims 15 frames from the start, and the outer sequence delays the result by 30 frames.

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@@ -0,0 +1,171 @@
---
name: videos
description: Embedding videos in Remotion - trimming, volume, speed, looping, pitch
metadata:
tags: video, media, trim, volume, speed, loop, pitch
---
# Using videos in Remotion
## Prerequisites
First, the @remotion/media package needs to be installed.
If it is not, use the following command:
```bash
npx remotion add @remotion/media # If project uses npm
bunx remotion add @remotion/media # If project uses bun
yarn remotion add @remotion/media # If project uses yarn
pnpm exec remotion add @remotion/media # If project uses pnpm
```
Use `<Video>` from `@remotion/media` to embed videos into your composition.
```tsx
import { Video } from "@remotion/media";
import { staticFile } from "remotion";
export const MyComposition = () => {
return <Video src={staticFile("video.mp4")} />;
};
```
Remote URLs are also supported:
```tsx
<Video src="https://remotion.media/video.mp4" />
```
## Trimming
Use `trimBefore` and `trimAfter` to remove portions of the video. Values are in seconds.
```tsx
const { fps } = useVideoConfig();
return (
<Video
src={staticFile("video.mp4")}
trimBefore={2 * fps} // Skip the first 2 seconds
trimAfter={10 * fps} // End at the 10 second mark
/>
);
```
## Delaying
Wrap the video in a `<Sequence>` to delay when it appears:
```tsx
import { Sequence, staticFile } from "remotion";
import { Video } from "@remotion/media";
const { fps } = useVideoConfig();
return (
<Sequence from={1 * fps}>
<Video src={staticFile("video.mp4")} />
</Sequence>
);
```
The video will appear after 1 second.
## Sizing and Position
Use the `style` prop to control size and position:
```tsx
<Video
src={staticFile("video.mp4")}
style={{
width: 500,
height: 300,
position: "absolute",
top: 100,
left: 50,
objectFit: "cover",
}}
/>
```
## Volume
Set a static volume (0 to 1):
```tsx
<Video src={staticFile("video.mp4")} volume={0.5} />
```
Or use a callback for dynamic volume based on the current frame:
```tsx
import { interpolate } from "remotion";
const { fps } = useVideoConfig();
return (
<Video
src={staticFile("video.mp4")}
volume={(f) =>
interpolate(f, [0, 1 * fps], [0, 1], { extrapolateRight: "clamp" })
}
/>
);
```
Use `muted` to silence the video entirely:
```tsx
<Video src={staticFile("video.mp4")} muted />
```
## Speed
Use `playbackRate` to change the playback speed:
```tsx
<Video src={staticFile("video.mp4")} playbackRate={2} /> {/* 2x speed */}
<Video src={staticFile("video.mp4")} playbackRate={0.5} /> {/* Half speed */}
```
Reverse playback is not supported.
## Looping
Use `loop` to loop the video indefinitely:
```tsx
<Video src={staticFile("video.mp4")} loop />
```
Use `loopVolumeCurveBehavior` to control how the frame count behaves when looping:
- `"repeat"`: Frame count resets to 0 each loop (for `volume` callback)
- `"extend"`: Frame count continues incrementing
```tsx
<Video
src={staticFile("video.mp4")}
loop
loopVolumeCurveBehavior="extend"
volume={(f) => interpolate(f, [0, 300], [1, 0])} // Fade out over multiple loops
/>
```
## Pitch
Use `toneFrequency` to adjust the pitch without affecting speed. Values range from 0.01 to 2:
```tsx
<Video
src={staticFile("video.mp4")}
toneFrequency={1.5} // Higher pitch
/>
<Video
src={staticFile("video.mp4")}
toneFrequency={0.8} // Lower pitch
/>
```
Pitch shifting only works during server-side rendering, not in the Remotion Studio preview or in the `<Player />`.

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@@ -221,6 +221,12 @@
"name": "agent-manager-skill",
"description": "Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling."
},
{
"id": "agent-memory-mcp",
"path": "skills/agent-memory-mcp",
"name": "agent-memory-mcp",
"description": "A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions)."
},
{
"id": "agent-memory-systems",
"path": "skills/agent-memory-systems",
@@ -269,6 +275,12 @@
"name": "analytics-tracking",
"description": "When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions \"set up tracking,\" \"GA4,\" \"Google Analytics,\" \"conversion tracking,\" \"event tracking,\" \"UTM parameters,\" \"tag manager,\" \"GTM,\" \"analytics implementation,\" or \"tracking plan.\" For A/B test measurement, see ab-test-setup."
},
{
"id": "api-documentation-generator",
"path": "skills/api-documentation-generator",
"name": "api-documentation-generator",
"description": "\"Generate comprehensive, developer-friendly API documentation from code, including endpoints, parameters, examples, and best practices\""
},
{
"id": "api-patterns",
"path": "skills/api-patterns",
@@ -323,6 +335,12 @@
"name": "backend-dev-guidelines",
"description": "Comprehensive backend development guide for Node.js/Express/TypeScript microservices. Use when creating routes, controllers, services, repositories, middleware, or working with Express APIs, Prisma database access, Sentry error tracking, Zod validation, unifiedConfig, dependency injection, or async patterns. Covers layered architecture (routes \u2192 controllers \u2192 services \u2192 repositories), BaseController pattern, error handling, performance monitoring, testing strategies, and migration from legacy patterns."
},
{
"id": "cc-skill-backend-patterns",
"path": "skills/cc-skill-backend-patterns",
"name": "backend-patterns",
"description": "Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes."
},
{
"id": "bash-linux",
"path": "skills/bash-linux",
@@ -389,6 +407,24 @@
"name": "canvas-design",
"description": "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."
},
{
"id": "cc-skill-continuous-learning",
"path": "skills/cc-skill-continuous-learning",
"name": "cc-skill-continuous-learning",
"description": "Development skill from everything-claude-code"
},
{
"id": "cc-skill-project-guidelines-example",
"path": "skills/cc-skill-project-guidelines-example",
"name": "cc-skill-project-guidelines-example",
"description": "Project Guidelines Skill (Example)"
},
{
"id": "cc-skill-strategic-compact",
"path": "skills/cc-skill-strategic-compact",
"name": "cc-skill-strategic-compact",
"description": "Development skill from everything-claude-code"
},
{
"id": "clean-code",
"path": "skills/clean-code",
@@ -401,12 +437,24 @@
"name": "clerk-auth",
"description": "\"Expert patterns for Clerk auth implementation, middleware, organizations, webhooks, and user sync Use when: adding authentication, clerk auth, user authentication, sign in, sign up.\""
},
{
"id": "cc-skill-clickhouse-io",
"path": "skills/cc-skill-clickhouse-io",
"name": "clickhouse-io",
"description": "ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads."
},
{
"id": "code-review-checklist",
"path": "skills/code-review-checklist",
"name": "code-review-checklist",
"description": "Code review guidelines covering code quality, security, and best practices."
},
{
"id": "cc-skill-coding-standards",
"path": "skills/cc-skill-coding-standards",
"name": "coding-standards",
"description": "Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development."
},
{
"id": "competitor-alternatives",
"path": "skills/competitor-alternatives",
@@ -587,6 +635,12 @@
"name": "frontend-dev-guidelines",
"description": "Frontend development guidelines for React/TypeScript applications. Modern patterns including Suspense, lazy loading, useSuspenseQuery, file organization with features directory, MUI v7 styling, TanStack Router, performance optimization, and TypeScript best practices. Use when creating components, pages, features, fetching data, styling, routing, or working with frontend code."
},
{
"id": "cc-skill-frontend-patterns",
"path": "skills/cc-skill-frontend-patterns",
"name": "frontend-patterns",
"description": "Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices."
},
{
"id": "game-art",
"path": "skills/game-development/game-art",
@@ -1007,6 +1061,12 @@
"name": "referral-program",
"description": "\"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.\""
},
{
"id": "remotion-best-practices",
"path": "skills/remotion-best-practices",
"name": "remotion-best-practices",
"description": "Best practices for Remotion - Video creation in React"
},
{
"id": "requesting-code-review",
"path": "skills/requesting-code-review",
@@ -1037,6 +1097,12 @@
"name": "scroll-experience",
"description": "\"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.\""
},
{
"id": "cc-skill-security-review",
"path": "skills/cc-skill-security-review",
"name": "security-review",
"description": "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."
},
{
"id": "segment-cdp",
"path": "skills/segment-cdp",