Claude Skills Meta-Skill
Turn scattered domain material into a Skill that is reusable, maintainable, and reliably activatable:
SKILL.md as the entrypoint (triggers, constraints, patterns, examples)
references/ for long-form evidence and navigation
- optional
scripts/ and assets/ for scaffolding and templates
When to Use This Skill
Trigger this meta-skill when you need to:
- Create a new Skill from scratch from docs/specs/repos
- Refactor an existing Skill (too long, unclear, inconsistent, misfires)
- Design reliable activation (frontmatter + triggers + boundaries)
- Extract a clean Quick Reference from large material
- Split long content into navigable
references/
- Add a quality gate and a validator
Not For / Boundaries
This meta-skill is NOT:
- A domain Skill by itself (it builds domain Skills)
- A license to invent external facts (if the material does not prove it, say so and add a verification path)
- A substitute for required inputs (if inputs are missing, ask 1-3 questions before proceeding)
Quick Reference
Deliverables (What You Must Produce)
Your output MUST include:
- A concrete directory layout (typically
skills/<skill-name>/)
- An actionable
SKILL.md with decidable triggers, boundaries, and reproducible examples
- Long-form docs moved to
references/ with a references/index.md
- A pre-delivery checklist (Quality Gate)
Recommended Layout (Minimal -> Full)
skill-name/
|-- SKILL.md # Required: entrypoint with YAML frontmatter
|-- references/ # Optional: long-form docs/evidence/index
| `-- index.md # Recommended: navigation index
|-- scripts/ # Optional: helpers/automation
`-- assets/ # Optional: templates/configs/static assets
The truly minimal version is just SKILL.md (you can add references/ later).
YAML Frontmatter (Required)
---
name: skill-name
description: "What it does + when to use (activation triggers)."
---
Frontmatter rules:
name MUST match ^[a-z][a-z0-9-]*$ and SHOULD match the directory name
description MUST be decidable (not "helps with X") and include concrete trigger keywords
Minimal SKILL.md Skeleton (Copy/Paste)
---
name: my-skill
description: "[Domain] capability: includes [capability 1], [capability 2]. Use when [decidable triggers]."
---
# my-skill Skill
One sentence that states the boundary and the deliverable.
## When to Use This Skill
Trigger when any of these applies:
- [Trigger 1: concrete task/keyword]
- [Trigger 2]
- [Trigger 3]
## Not For / Boundaries
- What this skill will not do (prevents misfires and over-promising)
- Required inputs; ask 1-3 questions if missing
## Quick Reference
### Common Patterns
**Pattern 1:** one-line explanation
```text
[command/snippet you can paste and run]
Examples
Example 1
- Input:
- Steps:
- Expected output / acceptance:
Example 2
Example 3
References
references/index.md: navigation
references/...: long-form docs split by topic
Maintenance
- Sources: docs/repos/specs (do not invent)
- Last updated: YYYY-MM-DD
- Known limits: what is explicitly out of scope
### Authoring Rules (Non-negotiable)
1. Quick Reference is for short, directly usable patterns
- Keep it <= 20 patterns when possible.
- Anything that needs paragraphs of explanation goes to `references/`.
2. Activation must be decidable
- Frontmatter `description` should say "what + when" with concrete keywords.
- "When to Use" must list specific tasks/inputs/goals, not vague help text.
- "Not For / Boundaries" is mandatory for reliability.
3. No bluffing on external details
- If the material does not prove it, say so and include a verification path.
### Workflow (Material -> Skill)
Do not skip steps:
1. Scope: write MUST/SHOULD/NEVER (three sentences total is fine)
2. Extract patterns: pick 10-20 high-frequency patterns (commands/snippets/flows)
3. Add examples: >= 3 end-to-end examples (input -> steps -> acceptance)
4. Define boundaries: what is out-of-scope + required inputs
5. Split references: move long text into `references/` + write `references/index.md`
6. Apply the gate: run the checklist and the validator
### Quality Gate (Pre-delivery Checklist)
Minimum checks (see `references/quality-checklist.md` for the full version):
1. `name` matches `^[a-z][a-z0-9-]*$` and matches the directory name
2. `description` states "what + when" with concrete trigger keywords
3. Has "When to Use This Skill" with decidable triggers
4. Has "Not For / Boundaries" to reduce misfires
5. Quick Reference is <= 20 patterns and each is directly usable
6. Has >= 3 reproducible examples
7. Long content is in `references/` and `references/index.md` is navigable
8. Uncertain claims include a verification path (no bluffing)
9. Reads like an operator's manual, not a documentation dump
Validate locally:
```bash
# From repo root (basic validation)
./skills/claude-skills/scripts/validate-skill.sh skills/<skill-name>
# From repo root (strict validation)
./skills/claude-skills/scripts/validate-skill.sh skills/<skill-name> --strict
# From skills/claude-skills/ (basic validation)
./scripts/validate-skill.sh ../<skill-name>
# From skills/claude-skills/ (strict validation)
./scripts/validate-skill.sh ../<skill-name> --strict
Tools & Templates
Generate a new Skill skeleton:
# From repo root (generate into ./skills/)
./skills/claude-skills/scripts/create-skill.sh my-skill --full --output skills
# From skills/claude-skills/ (generate into ../ i.e. ./skills/)
./scripts/create-skill.sh my-skill --full --output ..
# Minimal skeleton
./skills/claude-skills/scripts/create-skill.sh my-skill --minimal --output skills
Templates:
assets/template-minimal.md
assets/template-complete.md
Examples
Example 1: Create a Skill from Docs
- Input: an official doc/spec + 2-3 real code samples + common failure modes
- Steps:
- Run
create-skill.sh to scaffold skills/<skill-name>/
- Write frontmatter
description as "what + when"
- Extract 10-20 high-frequency patterns into Quick Reference
- Add >= 3 end-to-end examples with acceptance criteria
- Put long content into
references/ and wire references/index.md
- Run
validate-skill.sh --strict and iterate
Example 2: Refactor a "Doc Dump" Skill
- Input: an existing
SKILL.md with long pasted documentation
- Steps:
- Identify which parts are patterns vs. long-form explanation
- Move long-form text into
references/ (split by topic)
- Rewrite Quick Reference as short copy/paste patterns
- Add or fix Examples until they are reproducible
- Add "Not For / Boundaries" to reduce misfires
Example 3: Validate and Gate a Skill
- Input:
skills/<skill-name>/
- Steps:
- Run
validate-skill.sh (non-strict) to get warnings
- Fix frontmatter/name mismatches and missing sections
- Run
validate-skill.sh --strict to enforce the spec
- Run the scoring rubric in
references/quality-checklist.md before shipping
References
Local docs:
references/index.md
references/skill-spec.md
references/quality-checklist.md
references/anti-patterns.md
references/README.md (upstream official reference)
External (official):
Maintenance
- Sources: local spec files in
skills/claude-skills/references/ + upstream official docs in references/README.md
- Last updated: 2025-12-14
- Known limits:
validate-skill.sh is heuristic; strict mode assumes the recommended section headings