# Skill Factory System

> Use when autonomously discovering and creating skills.

- Skill: `loopyluci/skill-factory-system` (Agent Skill, multi-file: 7 files)
- Install (CLI): `npx skillmds@latest add loopyluci/skill-factory-system`
- Raw SKILL.md: https://api.skillmd.com/api/skills/loopyluci/skill-factory-system/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- License: MIT
- Author: LoopyLuci (https://skillmd.com/u/loopyluci)
- Updated: 2026-09-08
- Page: https://skillmd.com/skills/loopyluci/skill-factory-system

---


# Skill Factory System

Autonomous skill discovery and creation system. Load this skill and use its companion scripts (in `scripts/`) for batch creation, landscape analysis, bulk management, and external discovery.

## Quick Start

```bash
# 1. Discover gaps
python scripts/skill_landscape.py --analyze gaps

# 2. Batch create from gaps
python scripts/skill_batch_create.py --plan batch_plan.json

# 3. Score quality
python scripts/skill_quality_score.py --all

# 4. Auto-link cross-references
python scripts/skill_auto_related.py --all
```

## Available Tools

| Script | Function |
|--------|----------|
| `skill_batch_create.py` | Create 20-50 skills from structured JSON plan |
| `skill_landscape.py` | Analyze ecosystem coverage, detect gaps |
| `skill_bulk_manage.py` | Move, tag, validate skills in bulk |
| `skill_quality_score.py` | Score skill quality (0-100) with detailed report |
| `skill_auto_related.py` | Auto-generate related_skills from tag overlap |
| `skill_discover.py` | Discover skill opportunities from external signals |
| `skill_templates/` | Template files for different skill categories |

## Templates Available

| Template | Best For |
|----------|----------|
| `language-patterns` | Programming language skills |
| `framework-patterns` | Framework/library skills |
| `business-process` | Business and strategy skills |
| `security-test` | Pen-testing and security skills |
| `ml-model` | ML/AI model skills |
| `infrastructure-tool` | DevOps/cloud/infra skills |

## Verification Checklist

- [ ] `scripts/` directory populated with all tool scripts
- [ ] `skill_templates/` directory populated with template files
- [ ] Each script has `--help` flag
- [ ] Batch plan JSON schema defined
- [ ] Quality scoring thresholds configured