skill-generator

---

🌍 Language / Ngôn ngữ

• English
• Tiếng Việt

---

English

📋 Table of Contents

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

---

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

---

✨ 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

---

🔧 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.

---

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:USERPROFILE\.gemini\antigravity\skills\skill-creator-ultra"

Workspace Installation — Only in current project:

cp -r skill-creator-ultra .agent/skills/skill-creator-ultra

After install: Open a new chat and say "tạo skill mới" to verify.

---

🟣 Claude Code (Anthropic)

Claude Code supports Custom Commands via .claude/commands/.

Step 1: Copy the skill

# Global
cp -r skill-creator-ultra ~/.claude/commands/skill-creator-ultra

# Or Workspace
mkdir -p .claude/commands
cp -r skill-creator-ultra .claude/commands/skill-creator-ultra

Step 2: Create bridge file — append to CLAUDE.md at project root:

## Skill Creator Ultra
When user asks to "create skill", "turn workflow into skill", or "automate this":
- Read `.claude/commands/skill-creator-ultra/SKILL.md`
- Follow the 8 Phase pipeline
- Reference resources/ for templates and best practices

Step 3: Use it

You: Create a skill for formatting commit messages
Claude: (Reads SKILL.md → Starts interviewing)

---

🔵 Cursor

Cursor supports Rules — use skill-creator-ultra as a Custom Rule.

Step 1: Copy into Cursor Rules

mkdir -p .cursor/rules
cp -r skill-creator-ultra .cursor/rules/skill-creator-ultra

# Windows
New-Item -ItemType Directory -Force -Path ".cursor\rules"
Copy-Item -Recurse skill-creator-ultra ".cursor\rules\skill-creator-ultra"

Step 2: Create rule file .cursor/rules/skill-creator-ultra.mdc:

---
description: Create AI Skills from ideas or workflows using 8-phase pipeline
globs:
alwaysApply: false
---

When user requests "create skill", "turn workflow into skill", or "automate":
- Read `.cursor/rules/skill-creator-ultra/SKILL.md`
- Follow 8 Phase pipeline
- Reference resources/ for templates and best practices

Step 3: Use it

You: @skill-creator-ultra create a skill for weekly reports
Cursor: (Reads rule → Applies SKILL.md → Starts interview)

---

🟠 Windsurf / Codeium

Windsurf uses Cascade Rules — similar to Cursor.

mkdir -p .windsurf/rules
cp -r skill-creator-ultra .windsurf/rules/skill-creator-ultra

Create .windsurf/rules/skill-creator-ultra.md:

---
trigger: manual
description: Create AI Skills from ideas or workflows
---

When user requests "create skill" or "automate this":
- Read `.windsurf/rules/skill-creator-ultra/SKILL.md`
- Follow 8 Phase pipeline

---

🟤 Cline (VS Code Extension)

Cline uses Custom Instructions — paste SKILL.md into System Prompt.

cp -r skill-creator-ultra .clinerules/skill-creator-ultra

In Cline Settings → Custom Instructions, add:

When user requests "create skill" or "automate":
- Read .clinerules/skill-creator-ultra/SKILL.md
- Follow 8 Phase pipeline

---

⚫ GitHub Copilot

cp -r skill-creator-ultra .github/skill-creator-ultra

Add to .github/copilot-instructions.md:

## Skill Creator Ultra
When user requests "create skill" or "automate this":
- Read `.github/skill-creator-ultra/SKILL.md`
- Follow 8 Phase pipeline

⚠️ Note: Copilot doesn't support running scripts directly.

---

🐾 OpenClaw (AI Gateway)

OpenClaw uses System Prompt — paste SKILL.md content.

1. Open agent config in OpenClaw Admin Panel
2. Copy contents of SKILL.md into System Prompt
3. Optionally upload resources/ files to knowledge base
4. Test: "Tạo cho tao 1 skill tự soạn email báo giá"

⚠️ OpenClaw has token limits. If too long, use slim SKILL.md only.

---

📥 Quick Install Table

Platform	Command (macOS/Linux)
Antigravity (Global)	cp -r skill-creator-ultra ~/.gemini/antigravity/skills/
Antigravity (Workspace)	cp -r skill-creator-ultra .agent/skills/
Claude Code	cp -r skill-creator-ultra ~/.claude/commands/
Cursor	cp -r skill-creator-ultra .cursor/rules/
Windsurf	cp -r skill-creator-ultra .windsurf/rules/
Cline	cp -r skill-creator-ultra .clinerules/
Copilot	cp -r skill-creator-ultra .github/
OpenClaw	Copy SKILL.md content → Agent System Prompt

---

🚀 Usage

Way 1: Natural language (AI auto-triggers)

What you say	AI understands
"Create a new skill for deploy automation"	→ Activates skill-creator-ultra