/skill-creator
Use when creating new skills, restructuring existing skills, or improving skill documentation.
$ npx -y skills add fusengine/agents --skill skill-creator --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.
- You can call itInvoke it directly when you want it.
- Slash command
/skill-creator
Context preview
The summary Claude sees to decide when to auto-load this skill.
Use when creating new skills, restructuring existing skills, or improving skill documentation.
SKILL.md
skill-creator.SKILL.mdname: skill-creator
description: Use when creating new skills, restructuring existing skills, or improving skill documentation.
versions:
claude-plugins: "1.35"
user-invocable: true
references: references/workflow.md, references/architecture.md, references/content-rules.md, references/registration.md, references/adaptation.md, references/templates/SKILL-template.md, references/templates/reference-template.md, references/templates/template-template.md
related-skills: research, exploration
<objective> Skill Creator scaffolds a complete `SKILL.md` + `references/` structure following the project's skill conventions: conceptual references (WHY + WHEN, max 150 lines each) separated from copy-paste-ready templates. It covers four flows -- creating a brand-new skill, restructuring one that doesn't follow the pattern, improving a skill missing references or with outdated content, and adapting an existing skill to a different framework -- each ending with registration in the owning agent's frontmatter and marketplace.json, then a `fuse-ai-pilot:sniper` validation pass.
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. </objective>
Skill Creator
Agent Workflow (MANDATORY)
Before ANY skill creation, use `TeamCreate` to spawn 3 agents:
1. **fuse-ai-pilot:explore-codebase** - Check existing skills, analyze structure 2. **fuse-ai-pilot:research-expert** - Fetch latest official documentation online 3. **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
1. **ALL content in English** - Never French or other languages 2. **SKILL.md is descriptive** - Guides agent to references/templates 3. **References are conceptual** - WHY + WHEN, max 150 lines 4. **Templates are complete** - Copy-paste ready code 5. **Register in agent + marketplace.json** - Or skill won't load 6. **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](references/architecture.md) for details
---
Reference Guide
Concepts
| Topic | Reference | When to Consult | |-------|-----------|-----------------| | **Workflow** | [workflow.md](references/workflow.md) | Creating/improving skills | | **Architecture** | [architecture.md](references/architecture.md) | Understanding skill structure | | **Content Rules** | [content-rules.md](references/content-rules.md) | Writing references/templates | | **Registration** | [registration.md](references/registration.md) | Making skill available | | **Adaptation** | [adaptation.md](references/adaptation.md) | Converting between frameworks |
Templates
| Template | When to Use | |----------|-------------| | [SKILL-template.md](references/templates/SKILL-template.md) | Creating new SKILL.md | | [reference-template.md](references/templates/reference-template.md) | Creating reference files | | [template-template.md](references/templates/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
Read more
name: skill-creator description: Use when creating new skills, restructuring existing skills, or improving skill documentation. versions: claude-plugins: "1.35" user-invocable: true references: references/workflow.md, references/architecture.md, references/content-rules.md, references/registration.md, references/adaptation.md, references/templates/SKILL-template.md, references/templates/reference-template.md, references/templates/template-template.md related-skills: research, exploration
<objective> Skill Creator scaffolds a complete `SKILL.md` + `references/` structure following the project's skill conventions: conceptual references (WHY + WHEN, max 150 lines each) separated from copy-paste-ready templates. It covers four flows -- creating a brand-new skill, restructuring one that doesn't follow the pattern, improving a skill missing references or with outdated content, and adapting an existing skill to a different framework -- each ending with registration in the owning agent's frontmatter and marketplace.json, then a `fuse-ai-pilot:sniper` validation pass.
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. </objective>
Skill Creator
Agent Workflow (MANDATORY)
Before ANY skill creation, use `TeamCreate` to spawn 3 agents:
1. **fuse-ai-pilot:explore-codebase** - Check existing skills, analyze structure 2. **fuse-ai-pilot:research-expert** - Fetch latest official documentation online 3. **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
1. **ALL content in English** - Never French or other languages 2. **SKILL.md is descriptive** - Guides agent to references/templates 3. **References are conceptual** - WHY + WHEN, max 150 lines 4. **Templates are complete** - Copy-paste ready code 5. **Register in agent + marketplace.json** - Or skill won't load 6. **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](references/architecture.md) for details
---
Reference Guide
Concepts
| Topic | Reference | When to Consult | |-------|-----------|-----------------| | **Workflow** | [workflow.md](references/workflow.md) | Creating/improving skills | | **Architecture** | [architecture.md](references/architecture.md) | Understanding skill structure | | **Content Rules** | [content-rules.md](references/content-rules.md) | Writing references/templates | | **Registration** | [registration.md](references/registration.md) | Making skill available | | **Adaptation** | [adaptation.md](references/adaptation.md) | Converting between frameworks |
Templates
| Template | When to Use | |----------|-------------| | [SKILL-template.md](references/templates/SKILL-template.md) | Creating new SKILL.md | | [reference-template.md](references/templates/reference-template.md) | Creating reference files | | [template-template.md](references/templates/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
A plugin ecosystem that turns Claude Code into a supervised, multi-agent development environment.
Repo: fusengine/agents
Other skills on fusengine-agents.
- /agent-creator
Use when creating expert agents. Generates agent.md with frontmatter, hooks, required sections, and skill references.
Open skill - /apex-methodology
Use when starting ANY development task -- feature, bug fix, refactor, hotfix (triggers: implement, create, build, fix, add feature, refactor, develop).
Open skill - /brainstorming
Use when creating a feature/component or adding functionality. Fires BEFORE APEX Analyze to refine requirements via structured questioning.
Open skill - /challenge
Use before a root-cause, done/verified claim, irreversible action, or 2nd-time fix reaches the owner (APEX or plain conversation); also fires at every eLicit/Verify gate. Not for code correctness (use sniper).
Open skill - /code-quality
Use when validating code quality after modifications -- SOLID compliance, DRY duplication, linter errors, architecture violations. Do NOT use for functional verification (run verification FIRST, then code-quality).
Open skill - /elicitation
Use when an expert agent self-reviews and self-corrects code after the Execute phase, before sniper validation (BMAD-METHOD elicitation techniques).
Open skill

