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feat: integrate PR #28 and #29 (multi-agent brainstorming, design orchestration)

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2026-01-25 17:53:35 +01:00
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2
MAINTENANCE.md
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@@ -33,7 +33,7 @@ Running the scripts is **MANDATORY** after any change to `skills/`.
## 3. Documentation Updates
- [ ] **Update README**: Run the automation script to sync counts and the registry table.
- [ ] **Update README**: Run the automation script to sync counts and the registry table and also the number of skills
```bash
python3 scripts/update_readme.py

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README.md
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@@ -1,6 +1,6 @@
# 🌌 Antigravity Awesome Skills: 251+ Agentic Skills for Claude Code, Gemini CLI, Cursor, Copilot & More
# 🌌 Antigravity Awesome Skills: 253+ Agentic Skills for Claude Code, Gemini CLI, Cursor, Copilot & More
> **The Ultimate Collection of 251+ Universal Agentic Skills for AI Coding Assistants — Claude Code, Gemini CLI, Codex CLI, Antigravity IDE, GitHub Copilot, Cursor, OpenCode**
> **The Ultimate Collection of 253+ Universal Agentic Skills for AI Coding Assistants — Claude Code, Gemini CLI, Codex CLI, Antigravity IDE, GitHub Copilot, Cursor, OpenCode**
[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
[![Claude Code](https://img.shields.io/badge/Claude%20Code-Anthropic-purple)](https://claude.ai)
@@ -115,16 +115,16 @@ The repository is organized into several key areas of expertise:
---
## Full Skill Registry (251/251)
## Full Skill Registry (253/253)
> [!NOTE] > **Document Skills**: We provide both **community** and **official Anthropic** versions for DOCX, PDF, PPTX, and XLSX. Locally, the official versions are used by default (via symlinks). In the repository, both versions are available for flexibility.
| Skill Name | Description | Path |
| :-------------------------------------------------- | :--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | :------------------------------------------- |
| :--- | :--- | :--- |
| **2d-games** | 2D game development principles. Sprites, tilemaps, physics, camera. | `skills/game-development/2d-games` |
| **3d-games** | 3D game development principles. Rendering, shaders, physics, cameras. | `skills/game-development/3d-games` |
| **3d-web-experience** | "Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing depth to web experiences. Use when: 3D website, three.js, WebGL, react three fiber, 3D experience." | `skills/3d-web-experience` |
| **ab-test-setup** | When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," or "hypothesis." For tracking implementation, see analytics-tracking. | `skills/ab-test-setup` |
| **ab-test-setup** | Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness. | `skills/ab-test-setup` |
| **Active Directory Attacks** | This skill should be used when the user asks to "attack Active Directory", "exploit AD", "Kerberoasting", "DCSync", "pass-the-hash", "BloodHound enumeration", "Golden Ticket", "Silver Ticket", "AS-REP roasting", "NTLM relay", or needs guidance on Windows domain penetration testing. | `skills/active-directory-attacks` |
| **address-github-comments** | Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI. | `skills/address-github-comments` |
| **agent-evaluation** | "Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top agents achieve less than 50% on real-world benchmarks Use when: agent testing, agent evaluation, benchmark agents, agent reliability, test agent." | `skills/agent-evaluation` |
@@ -158,7 +158,7 @@ The repository is organized into several key areas of expertise:
| **bash-linux** | Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems. | `skills/bash-linux` |
| **behavioral-modes** | AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type. | `skills/behavioral-modes` |
| **blockrun** | Use when user needs capabilities Claude lacks (image generation, real-time X/Twitter data) or explicitly requests external models ("blockrun", "use grok", "use gpt", "dall-e", "deepseek") | `skills/blockrun` |
| **brainstorming** | "You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation." | `skills/brainstorming` |
| **brainstorming** | > | `skills/brainstorming` |
| **brand-guidelines** | Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply. | `skills/brand-guidelines-community` |
| **brand-guidelines** | Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply. | `skills/brand-guidelines-anthropic` |
| **Broken Authentication Testing** | This skill should be used when the user asks to "test for broken authentication vulnerabilities", "assess session management security", "perform credential stuffing tests", "evaluate password policies", "test for session fixation", or "identify authentication bypass flaws". It provides comprehensive techniques for identifying authentication and session management weaknesses in web applications. | `skills/broken-authentication` |
@@ -188,13 +188,14 @@ The repository is organized into several key areas of expertise:
| **context7-auto-research** | Automatically fetch latest library/framework documentation for Claude Code via Context7 API | `skills/context7-auto-research` |
| **conversation-memory** | "Persistent memory systems for LLM conversations including short-term, long-term, and entity-based memory Use when: conversation memory, remember, memory persistence, long-term memory, chat history." | `skills/conversation-memory` |
| **copy-editing** | "When the user wants to edit, review, or improve existing marketing copy. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,' 'polish this,' 'make this better,' or 'copy sweep.' This skill provides a systematic approach to editing marketing copy through multiple focused passes." | `skills/copy-editing` |
| **copywriting** | When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the user says "write copy for," "improve this copy," "rewrite this page," "marketing copy," "headline help," or "CTA copy." For email copy, see email-sequence. For popup copy, see popup-cro. | `skills/copywriting` |
| **copywriting** | > | `skills/copywriting` |
| **core-components** | Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library. | `skills/core-components` |
| **crewai** | "Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies. Covers agent design with roles and goals, task definition, crew orchestration, process types (sequential, hierarchical, parallel), memory systems, and flows for complex workflows. Essential for building collaborative AI agent teams. Use when: crewai, multi-agent team, agent roles, crew of agents, role-based agents." | `skills/crewai` |
| **Cross-Site Scripting and HTML Injection Testing** | This skill should be used when the user asks to "test for XSS vulnerabilities", "perform cross-site scripting attacks", "identify HTML injection flaws", "exploit client-side injection vulnerabilities", "steal cookies via XSS", or "bypass content security policies". It provides comprehensive techniques for detecting, exploiting, and understanding XSS and HTML injection attack vectors in web applications. | `skills/xss-html-injection` |
| **d3-viz** | Creating interactive data visualisations using d3.js. This skill should be used when creating custom charts, graphs, network diagrams, geographic visualisations, or any complex SVG-based data visualisation that requires fine-grained control over visual elements, transitions, or interactions. Use this for bespoke visualisations beyond standard charting libraries, whether in React, Vue, Svelte, vanilla JavaScript, or any other environment. | `skills/claude-d3js-skill` |
| **database-design** | Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases. | `skills/database-design` |
| **deployment-procedures** | Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts. | `skills/deployment-procedures` |
| **design-orchestration** | > | `skills/design-orchestration` |
| **discord-bot-architect** | "Specialized skill for building production-ready Discord bots. Covers Discord.js (JavaScript) and Pycord (Python), gateway intents, slash commands, interactive components, rate limiting, and sharding." | `skills/discord-bot-architect` |
| **dispatching-parallel-agents** | Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies | `skills/dispatching-parallel-agents` |
| **doc-coauthoring** | Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks. | `skills/doc-coauthoring` |
@@ -253,6 +254,7 @@ The repository is organized into several key areas of expertise:
| **mobile-design** | Mobile-first design thinking and decision-making for iOS and Android apps. Touch interaction, performance patterns, platform conventions. Teaches principles, not fixed values. Use when building React Native, Flutter, or native mobile apps. | `skills/mobile-design` |
| **mobile-games** | Mobile game development principles. Touch input, battery, performance, app stores. | `skills/game-development/mobile-games` |
| **moodle-external-api-development** | Create custom external web service APIs for Moodle LMS. Use when implementing web services for course management, user tracking, quiz operations, or custom plugin functionality. Covers parameter validation, database operations, error handling, service registration, and Moodle coding standards. | `skills/moodle-external-api-development` |
| **multi-agent-brainstorming** | > | `skills/multi-agent-brainstorming` |
| **multiplayer** | Multiplayer game development principles. Architecture, networking, synchronization. | `skills/game-development/multiplayer` |
| **neon-postgres** | "Expert patterns for Neon serverless Postgres, branching, connection pooling, and Prisma/Drizzle integration Use when: neon database, serverless postgres, database branching, neon postgres, postgres serverless." | `skills/neon-postgres` |
| **nestjs-expert** | Nest.js framework expert specializing in module architecture, dependency injection, middleware, guards, interceptors, testing with Jest/Supertest, TypeORM/Mongoose integration, and Passport.js authentication. Use PROACTIVELY for any Nest.js application issues including architecture decisions, testing strategies, performance optimization, or debugging complex dependency injection problems. If a specialized expert is a better fit, I will recommend switching and stop. | `skills/nestjs-expert` |

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skills/ab-test-setup/SKILL.md
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@@ -1,6 +1,32 @@
---
name: ab-test-setup
description: Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.
---
# A/B Test Setup
## 1️⃣ Purpose & Scope
Ensure every A/B test is **valid, rigorous, and safe** before a single line of code is written.
- Prevents "peeking"
- Enforces statistical power
- Blocks invalid hypotheses
---
## 2️⃣ Pre-Requisites
You must have:
- A clear user problem
- Access to an analytics source
- Roughly estimated traffic volume
#### Hypothesis Quality Checklist
A valid hypothesis includes:
- Observation or evidence
- Single, specific change
- Directional expectation
@@ -39,6 +65,7 @@ Explicitly list assumptions about:
- External factors (seasonality, campaigns, releases)
If assumptions are weak or violated:
- Warn the user
- Recommend delaying or redesigning the test
@@ -60,16 +87,19 @@ Default to **A/B** unless there is a clear reason otherwise.
### 6️⃣ Metrics Definition
#### Primary Metric (Mandatory)
- Single metric used to evaluate success
- Directly tied to the hypothesis
- Pre-defined and frozen before launch
#### Secondary Metrics
- Provide context
- Explain *why* results occurred
- Explain _why_ results occurred
- Must not override the primary metric
#### Guardrail Metrics
- Metrics that must not degrade
- Used to prevent harmful wins
- Trigger test stop if significantly negative
@@ -79,12 +109,14 @@ Default to **A/B** unless there is a clear reason otherwise.
### 7️⃣ Sample Size & Duration
Define upfront:
- Baseline rate
- MDE
- Significance level (typically 95%)
- Statistical power (typically 80%)
Estimate:
- Required sample size per variant
- Expected test duration
@@ -112,10 +144,12 @@ If any item is missing, stop and resolve it.
### During the Test
**DO:**
- Monitor technical health
- Document external factors
**DO NOT:**
- Stop early due to “good-looking” results
- Change variants mid-test
- Add new traffic sources
@@ -137,7 +171,7 @@ When interpreting results:
### Interpretation Outcomes
| Result | Action |
|------|-------|
| -------------------- | -------------------------------------- |
| Significant positive | Consider rollout |
| Significant negative | Reject variant, document learning |
| Inconclusive | Consider more traffic or bolder change |
@@ -150,6 +184,7 @@ When interpreting results:
### Test Record (Mandatory)
Document:
- Hypothesis
- Variants
- Metrics
@@ -166,6 +201,7 @@ Store records in a shared, searchable location to avoid repeated failures.
## Refusal Conditions (Safety)
Refuse to proceed if:
- Baseline rate is unknown and cannot be estimated
- Traffic is insufficient to detect the MDE
- Primary metric is undefined

0
design-orchestration.md → skills/design-orchestration/SKILL.md
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0
multi-agent-brainstorming.md → skills/multi-agent-brainstorming/SKILL.md
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skills_index.json
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@@ -21,7 +21,7 @@
"id": "ab-test-setup",
"path": "skills/ab-test-setup",
"name": "ab-test-setup",
"description": "When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions \"A/B test,\" \"split test,\" \"experiment,\" \"test this change,\" \"variant copy,\" \"multivariate test,\" or \"hypothesis.\" For tracking implementation, see analytics-tracking."
"description": "Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness."
},
{
"id": "active-directory-attacks",
@@ -225,7 +225,7 @@
"id": "brainstorming",
"path": "skills/brainstorming",
"name": "brainstorming",
"description": "\"You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.\""
"description": ">"
},
{
"id": "brand-guidelines-community",
@@ -405,7 +405,7 @@
"id": "copywriting",
"path": "skills/copywriting",
"name": "copywriting",
"description": "When the user wants to write, rewrite, or improve marketing copy for any page \u2014 including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the user says \"write copy for,\" \"improve this copy,\" \"rewrite this page,\" \"marketing copy,\" \"headline help,\" or \"CTA copy.\" For email copy, see email-sequence. For popup copy, see popup-cro."
"description": ">"
},
{
"id": "core-components",
@@ -443,6 +443,12 @@
"name": "deployment-procedures",
"description": "Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts."
},
{
"id": "design-orchestration",
"path": "skills/design-orchestration",
"name": "design-orchestration",
"description": ">"
},
{
"id": "discord-bot-architect",
"path": "skills/discord-bot-architect",
@@ -791,6 +797,12 @@
"name": "moodle-external-api-development",
"description": "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."
},
{
"id": "multi-agent-brainstorming",
"path": "skills/multi-agent-brainstorming",
"name": "multi-agent-brainstorming",
"description": ">"
},
{
"id": "multiplayer",
"path": "skills/game-development/multiplayer",