🧠 Skill Generator Ultra

<strong>The most comprehensive AI Skill creation toolkit on the market.</strong>
<em>Bộ công cụ tạo AI Skill toàn diện nhất trên thị trường.</em>

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🌍 Language / Ngôn ngữ

• English
• Tiếng Việt

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English

📋 Table of Contents

• Introduction
• Key Features
• Installation
• Usage
• Scripts & Tools
• Slash Commands
• Project Structure
• Platform Compatibility
• Evaluation System
• Documentation
• FAQ
• Changelog
• Contributing
• License

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Introduction

Skill Creator Ultra is a specialized AI Skill for Google Antigravity (and 7 other platforms). It helps you create production-quality AI Skills through an 8-phase pipeline — even if you DON'T know what a skill is, what YAML is, or how to write SKILL.md.

You only need:

• ✅ An idea about what you want to automate
• ✅ A workflow / process / logic in your head

AI handles the rest:

• 🎤 Smart interview with 5 extraction techniques + Quick Mode
• 🔍 Auto-detect complexity → choose the right architecture
• 🏗️ Generate a complete skill package for 7 platforms
• 🧪 Test, evaluate with 7-dimension scoring, scan for security issues
• 📦 Package and publish to marketplaces

What makes Ultra different from skill-generator?

Ultra merges the best of two skill creators and adds competitive features:

Feature	Source	Description
🎤 8-Phase Pipeline	skill-generator + Anthropic	Interview → Extract → Detect → Generate → Test → Eval → Iterate → Optimize
⚡ Quick Mode	NEW (GPTs Builder-inspired)	One-shot skill creation for clear descriptions
📊 7-Dimension Eval	NEW (DeepEval-inspired)	Correctness, Completeness, Format, Adherence, Safety, Efficiency, Robustness
🔐 Security Scanning	NEW (Promptfoo-inspired)	5 checks: Prompt Injection, PII, Secrets, Scope, Destructive Commands
🔄 CI/CD Integration	NEW	ci_eval.py script for GitHub Actions / GitLab CI
📦 Package & Publish	NEW	.skill packaging → publish to GitHub, Agent Skills Market, SkillsMP
🤖 3 AI Agents	Anthropic	Grader + Comparator + Analyzer for blind A/B testing
🎯 Description Optimization	Anthropic	Trigger Eval → Pushy descriptions → anti-triggers
🌐 Multi-Platform Export	skill-generator	Antigravity, Claude, Cursor, Windsurf, OpenClaw, Cline, Copilot
🔎 Pattern Detection	skill-generator	Auto-detect complexity → choose architecture
🔗 System Mode	skill-generator	Multi-skill pipeline orchestration with I/O contracts
📝 16 Prompt Principles	Both	16 principles with ❌/✅ code examples
❌ 15 Anti-Patterns	skill-generator	Named patterns: 🐙 Octopus, 👻 Ghost, 🎪 Circus...
✍️ 10 Writing Patterns	NEW	Expert patterns: 🎯 Sniper, 🧬 DNA, 🪞 Mirror...
📺 Eval Viewer	Anthropic	HTML viewer for benchmark results

Who is this for?

Audience	Example
Non-coders	Sales rep who wants AI to auto-draft price quotes
Developers	Want AI to format commit messages, review code, generate docs
Team Leads	Standardize team workflows as reusable, testable AI Skills
Skill Developers	Build & publish skills to marketplaces for others to use
Prompt Engineers	Upgrade from ad-hoc prompts to structured, evaluated skill systems

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✨ Key Features

Pipeline — 8 Phases

Phase 1-5: CREATE (always runs)
───────────────────────────────────────
  1. 🎤 Interview  — Smart extraction + Quick Mode
  2. 🔬 Extract    — Raw info → structured components
  3. 🔎 Detect     — Pattern detection + complexity scoring
  4. 🏗️ Generate   — Full package for 7 platforms
  5. 🧪 Test       — Dry run + validation + Package & Publish

Phase 6-8: REFINE (optional, for production skills)
───────────────────────────────────────
  6. 📊 Eval       — 7-dimension scoring + security scanning
  7. 🔄 Iterate    — Fix → re-test → blind compare
  8. 🎯 Optimize   — Trigger accuracy tuning

5 Operating Modes

Mode	When	Phases
⚡ Quick Mode	User describes clearly (triggers + steps + rules + output)	4 → 5
Standard	User has rough idea, needs some clarification	1 (short) → 3 → 4 → 5
Full Interview	User only knows "I want automation"	1 → 2 → 3 → 4 → 5
System Mode	Multi-step workflow (≥3 independent steps)	1 → 2 → 3 → 4S → 5
Improve Mode	Existing skill needs eval + improvement	6 → 7

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🔧 Installation

⚡ One-Click Install (Recommended)

Install with a single command — the script auto-detects your OS, lets you choose a platform, clones the repo, and creates all bridge/rule files:

macOS / Linux:

curl -sL https://raw.githubusercontent.com/marketingjuliancongdanh79-pixel/skill-generator/main/install.sh | bash

Windows (PowerShell):

irm https://raw.githubusercontent.com/marketingjuliancongdanh79-pixel/skill-generator/main/install.ps1 | iex

💡 The installer shows an interactive menu to choose your platform (Antigravity, Claude Code, Cursor, Windsurf, Cline, Copilot, OpenClaw) or install ALL at once.

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Prerequisites (Manual Install)

• A supported AI Agent platform (see compatibility table below)
• Python 3.8+ (optional, for scripts)

🟢 Google Antigravity (Native — Recommended)

Global Installation — Available in ALL projects:

# macOS / Linux
cp -r skill-creator-ultra ~/.gemini/antigravity/skills/skill-creator-ultra

# Windows (PowerShell)
Copy-Item -Recurse skill-creator-ultra "$env:USERPROF