skill-creator
SkillDocs & knowledgeUse when creating new skills, restructuring existing skills, or improving skill documentation.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the skill-creator skill
What this skill tells your AI
The instructions your AI receives, as published by fusengine/agents in plugins/ai-pilot/skills/skill-creator/SKILL.md and read by ahel’s review.
It generates the skill's structural and documentation content only, not the skill's substantive technical guidance -- that must come from research-expert + explore-codebase findings gathered before writing.
Skill Creator
Agent Workflow (MANDATORY)
Before ANY skill creation, spawn 3 agents in parallel, one Agent call each with a name:
- fuse-ai-pilot:explore-codebase - Check existing skills, analyze structure
- fuse-ai-pilot:research-expert - Fetch latest official documentation online
- mcp__context7__query-docs - Get code examples from official sources
After creation, run fuse-ai-pilot:sniper for validation.
Overview
| Action | When to Use |
|---|---|
| New Skill | Library/framework not yet documented |
| Restructure | Existing skill doesn't follow pattern |
| Improve | Missing references or outdated content |
| Adapt | Copy from similar skill (Next.js → React) |
Critical Rules
- ALL content in English - Never French or other languages
- SKILL.md is descriptive - Guides agent to references/templates
- References are conceptual - WHY + WHEN, max 150 lines
- Templates are complete - Copy-paste ready code
- Register in agent + marketplace.json - Or skill won't load
- Run sniper after creation - Validate all files
Architecture
skills/<skill-name>/
├── SKILL.md # Entry point (guides agent)
└── references/ # All documentation
├── installation.md # Setup, configuration (conceptual)
├── patterns.md # Core patterns (conceptual)
├── ... # Other references
└── templates/ # Complete code examples
├── basic-setup.md # Full project setup
└── feature-example.md # Feature implementation
→ See architecture.md for details
Reference Guide
Concepts
| Topic | Reference | When to Consult |
|---|---|---|
| Workflow | workflow.md | Creating/improving skills |
| Architecture | architecture.md | Understanding skill structure |
| Content Rules | content-rules.md | Writing references/templates |
| Registration | registration.md | Making skill available |
| Adaptation | adaptation.md | Converting between frameworks |
Templates
| Template | When to Use |
|---|---|
| SKILL-template.md | Creating new SKILL.md |
| reference-template.md | Creating reference files |
| template-template.md | Creating code templates |
Quick Reference
Create New Skill
# 1. Research documentation
→ research-expert + context7/exa
# 2. Create structure
mkdir -p plugins/<agent>/skills/<name>/references/templates
# 3. Create files
→ SKILL.md (from template)
→ references/*.md (conceptual)
→ references/templates/*.md (code)
# 4. Register
→ agent frontmatter + marketplace.json
# 5. Validate
→ sniper
Improve Existing Skill
# 1. Analyze
→ explore-codebase
# 2. Research updates
→ research-expert (latest docs)
# 3. Add missing files
→ references + templates
# 4. Validate
→ sniper
Validation Checklist
- ALL content in English
- SKILL.md has proper frontmatter
- All references listed in frontmatter
- Agent Workflow section present
- Reference Guide has Concepts + Templates tables
- References < 150 lines each
- Templates have complete, working code
- Registered in agent + marketplace.json
Best Practices
DO
- Research official docs before writing
- Use tables for organization
- Link references to templates
- Keep references conceptual
- Make templates copy-paste ready
DON'T
- Write in French (English only)
- Copy-paste raw documentation
- Exceed 150 lines in references
- Forget registration step
- Skip sniper validation
Signals
- GitHub stars
- 25
- Forks
- 4
- Last commit
- Sep 2026
- Hacker News mentions
- 1
Advanced
- Catalog kind
- skill
- Gateway key
skill-creator-fusengine- Source
- github.com/fusengine/agents