Skip to content
self.md

■ SKILLS // SKILL SPECS

skill-factory

Skill: Autonomous skill creation with automatic quality assurance - analyzes requests, selects optimal creation method, and delivers production-ready skills

Author Misha Kolesnik Published Updated Read 3 min
■ [!] ON THIS PAGE ▼
■ INSTALL // npx @self.md/cli install skill-factory
AuthorMisha Kolesnik
Namespace@tenequm/tenequm-plugins
Category#general
Version0.2.0
Stars★ 12
Downloads↓ 3
Verification[ ✓ ] self.md verified
View Source ↗

Skill: Autonomous skill creation with automatic quality assurance - analyzes requests, selects optimal creation method, and delivers production-ready skills

Installation

npx claude-plugins install @tenequm/tenequm-plugins/skill-factory

Contents

Folders: skill

Files: CHANGELOG.md, README.md, package.json, project.json

Documentation

Autonomous skill creation agent - just describe what you need, get production-ready skills automatically.

What This Does

skill-factory analyzes your request, automatically selects the best creation method (documentation scraping, manual TDD, or hybrid), ensures quality compliance (score >= 8.0/10), and delivers ready-to-use skills without requiring any decision-making from you.

Zero decision fatigue. Guaranteed quality. Just results.

Quick Start

"Create a skill for Anchor development with latest docs and best practices"
"Create a React skill from react.dev with comprehensive examples"
"Create a skill for Solana transaction debugging"

skill-factory will:

  1. ✅ Analyze your request automatically
  2. ✅ Select optimal creation method
  3. ✅ Create the skill
  4. ✅ Run quality loops (until score >= 8.0)
  5. ✅ Test automatically
  6. ✅ Deliver production-ready skill

Features

  • Autonomous operation - No tool selection, no navigation, no manual quality checks
  • Multi-source support - Documentation, GitHub repos, PDFs, custom workflows
  • Quality guarantee - Every skill scores >= 8.0/10 on Anthropic best practices
  • Automatic testing - Generated test scenarios verify skill works
  • Integration scripts - One-command Skill_Seekers installation and management

Installation

# Install to Claude Code
cp -r skill/ ~/.claude/skills/skill-factory/

# Or use as plugin (if in marketplace)
/plugin install skill-factory@tenequm-plugins

Optional: Install Skill_Seekers

For documentation-based skills (automatic on first use):

./skill/scripts/install-skill-seekers.sh

How It Works

Three Paths (Automatically Selected)

Path A: Automated (Skill_Seekers)

  • Detected: Documentation URL, GitHub repo, PDF
  • Method: Scrape → Quality check → Enhance → Test → Deliver
  • Time: 15-45 minutes

Path B: Manual TDD

  • Detected: Custom workflow, no documentation source
  • Method: Test-driven documentation (obra methodology)
  • Time: 2-4 hours

Path C: Hybrid

  • Detected: Documentation + custom requirements
  • Method: Scrape → Add custom content → Unify → Test
  • Time: 1-3 hours

You never see this complexity - skill-factory chooses automatically.

Quality Assurance

Every delivered skill meets:

  • ✅ Score >= 8.0/10 (Anthropic best practices)
  • ✅ Has concrete examples (not abstract)
  • ✅ Follows structure conventions
  • ✅ Tested with auto-generated scenarios
  • ✅ Ready to use immediately

If quality < 8.0, skill-factory keeps enhancing until it reaches threshold.

Examples

Documentation skill:

Request: "Create React skill from react.dev"
Time: 25 minutes
Result: 8.6/10 quality, 12 examples, 347 lines

Custom workflow:

Request: "Create skill for debugging Solana transactions"
Time: 2.5 hours
Result: 8.3/10 quality, TDD-tested, bulletproof

Hybrid:

Request: "Anchor docs plus custom debugging workflows"
Time: 1.5 hours
Result: 8.9/10 quality, comprehensive coverage

Architecture

skill-factory/
├── skill/
│   ├── SKILL.md                      # Main autonomous agent
│   ├── references/                   # Deep-dive docs
│   │   ├── request-analysis.md       # How requests parsed
│   │   ├── quality-loops.md          # Enhancement algorithms
│   │   ├── anthropic-best-practices.md
│   │   ├── obra-tdd-methodology.md
│   │   └── skill-seekers-integration.md
│   ├── scripts/                      # Integration automation
│   │   ├── install-skill-seekers.sh
│   │   ├── check-skill-seekers.sh
│   │   └── quality-check.py
│   └── examples/                     # Real-world walkthroughs
├── package.json
├── CHANGELOG.md
└── README.md

Dependencies

Required:

  • Python 3.10+ (for quality scripts)
  • bash (for automation)

Optional (auto-installed when needed):

Credits

Built on excellent tools:

skill-factory orchestrates these with automatic quality assurance.

Philosophy

You don’t want to:

  • Navigate decision trees
  • Choose between tools
  • Check quality manually
  • Wonder if output is good

You want to:

  • Describe what you need
  • Get high-quality result
  • Start using immediately

That’s what skill-factory delivers.

License

MIT

Version

0.1.0 (initial development release)

Source

View on GitHub

[!] SKILL TAGS //
#general