⚡ Antigravity Skills Engine (ASE)

Antigravity Skills Engine (ASE) is a high-performance AI Agent Skills Library and Workflow Engine. It transforms a single LLM into an industrial-grade Expert System through a dynamic registry of specialized skills. It acts as the Central Nervous System for your AI Agent.

Version: 3.2.0 | Status: Production Ready | License: MIT

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🏛️ Core Architecture: Registry V3

ASE 3.x introduces a Category-based Registry Architecture that organizes 15+ skills into 5 strategic domains. The /ase hyper-workflow dynamically reads this registry to discover, identify, and activate the appropriate expert for any task.

🗂️ The 5 Domains of Expertise

Code	Domain	Focus	Skills Count
1-dev	🔧 DEV (Development)	Feature architecture, fullstack guide, session lifecycle	3
2-audit	🔍 AUDIT (Quality)	Code auditing, scientific debugging, webapp testing	3
3-sys	⚙️ SYS (System)	Ecosystem management, skills management, doc bootstrapping, MCP building	4
4-tools	🛠️ TOOLS (Utilities)	Doc writing, visual designing, PPTX creating	3
external	🌐 EXTERNAL (Dependencies)	Brand guidelines, internal comms, meeting insights	3

📋 Full Skills Registry

1-dev: Development Domain

ID	Skill	Description
1.1	architecting	Architects new features through the full lifecycle (design → plan → implement)
1.2	fullstack-guide	Fullstack development encyclopedia (React/TS/Node/Supabase)
1.3	session-managing	Auto-triggered session lifecycle management (INHERIT + DEPOSIT)

2-audit: Audit Domain

ID	Skill	Description
2.1	code-auditing	Systematic auditing & code optimization (Code Review / Simplifier / Council)
2.2	scientific-debugging	Scientific debugging: Observe → Hypothesize → Experiment → Fix
2.3	webapp-testing	Playwright-based toolkit for testing local web applications

3-sys: System Domain

ID	Skill	Description
3.1	ecosystem-managing	System ecosystem engineer (Release / Maintain / Purge)
3.2	skills-managing	Create and manage ASE skills following best practices
3.3	doc-bootstrapping	One-click project documentation system initialization
3.4	mcp-building	Guide for creating high-quality MCP servers

4-tools: Tools Domain

ID	Skill	Description
4.1	doc-writing	Technical doc engineering (Diátaxis / PDF / DOCX / XLSX)
4.2	visual-designing	Visual design toolbox (Canvas / Themes / Design System / Artifacts)
4.3	pptx-creating	PPTX presentation creation, editing & analysis (html2pptx / OOXML)

external: External Dependencies

ID	Skill	Description
E.1	brand-guidelines	Official brand colors and typography
E.2	internal-comms	Internal communications templates (status reports, newsletters, etc.)
E.3	meeting-insights-analyzer	Behavioral patterns and communication insights from meetings

📂 Project Structure

.agent/
├── skills/
│   ├── registry.json           # Single Source of Truth (V3)
│   ├── 1-dev/                  # Development Domain
│   │   ├── architecting/
│   │   ├── fullstack-guide/
│   │   └── session-managing/
│   ├── 2-audit/                # Audit Domain
│   │   ├── code-auditing/
│   │   ├── scientific-debugging/
│   │   └── webapp-testing/
│   ├── 3-sys/                  # System Domain
│   │   ├── doc-bootstrapping/
│   │   ├── ecosystem-managing/
│   │   ├── mcp-building/
│   │   └── skills-managing/
│   ├── 4-tools/                # Tools Domain
│   │   ├── doc-writing/
│   │   └── visual-designing/
│   └── external/               # External Dependencies
│       ├── brand-guidelines/
│       ├── internal-comms/
│       └── meeting-insights-analyzer/
└── workflows/
    └── ase.md                  # The /ase Hyper-Workflow (Dynamic Router)

🛠️ Usage

Invoke the Central Nervous System: /ase

Simply type /ase in your chat. The engine will enter Discovery Mode, scanning registry.json and presenting you with the Expert Matrix.

Then, ask naturally:

"Review my code for error handling bugs." → Activates code-auditing → Code Review Mode

"Design a premium glassmorphism landing page." → Activates visual-designing → Premium Mode

"Debug this intermittent crash." → Activates scientific-debugging → Hypothesis-driven workflow

Lifecycle Phases

The ASE operates through a structured lifecycle:

Phase	Name	Purpose
-1	INHERIT	Load project context (Rule1, Memory)
0	IDENTIFY	Match user intent to skill via registry
1	EXECUTE	Activate skill protocol with resources
F	DEPOSIT	Synthesize learnings, harvest reusable artifacts

💎 Key Features (V3.1)

• Category-based Organization: Skills are grouped into logical domains with numerical prefixes for easy navigation
• Protocol-First Design: Skills enforce strict execution protocols with resource loading
• Progressive Disclosure: Heavy knowledge is offloaded to resources/ files until needed
• Auto-triggered Skills: Certain skills (e.g., session-managing) activate automatically
• Trace Mode: Clear visibility into ASE execution with phase markers

🚀 Creating New Skills

Want to add a new expert?

1. Summon the Skills Manager: Invoke skill 3.2
2. It will generate the standard SKILL.md and register it in registry.json automatically
3. The new skill is instantly available via /ase

📚 Documentation

• 中文文档 (Chinese)
• Each skill contains its own SKILL.md with detailed protocols

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