claude-skills
This guide helps extract domain knowledge into a standardized format with defined structures, quality gates, and triggers.
Install
mkdir -p .claude/skills/claude-skills && curl -L -o skill.zip "https://agentskills.codes/api/skills/download/2967" && unzip -o skill.zip -d .claude/skills/claude-skills && rm skill.zipInstalls to .claude/skills/claude-skills
Activation
This is the description your AI agent reads to decide when to run this skill — the better it matches your request, the more reliably it fires.
Claude Skills meta-skill: extract domain material (docs/APIs/code/specs) into a reusable Skill (SKILL.md + references/scripts/assets), and refactor existing Skills for clarity, activation reliability, and quality gates.Key capabilities
- →Scaffold new skills
- →Refactor existing skill instructions
- →Define activation triggers
- →Validate skill quality
- →Extract domain patterns
How it works
It uses a standardized directory structure and YAML frontmatter to define decidable triggers, boundaries, and quality gates for agent skills.
Inputs & outputs
When to use claude-skills
- →Creating a new agent skill from docs
- →Refactoring existing skill instructions
- →Setting up quality gates for agent prompts
- →Organizing complex skill references
About this skill
Claude Skills Meta-Skill
Turn scattered domain material into a Skill that is reusable, maintainable, and reliably activatable:
SKILL.mdas the entrypoint (triggers, constraints, patterns, examples)references/for long-form evidence and navigation- optional
scripts/andassets/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.mdwith decidable triggers, boundaries, and reproducible examples - Long-form docs moved to
references/with areferences/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:
nameMUST match^[a-z][a-z0-9-]*$and SHOULD match the directory namedescriptionMUST 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: navigationreferences/...: 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.mdassets/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.shto scaffoldskills/<skill-name>/ - Write frontmatter
descriptionas "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 wirereferences/index.md - Run
validate-skill.sh --strictand iterate
- Run
Example 2: Refactor a "Doc Dump" Skill
- Input: an existing
SKILL.mdwith 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 --strictto enforce the spec - Run the scoring rubric in
references/quality-checklist.mdbefore shipping
- Run
References
Local docs:
references/index.mdreferences/skill-spec.mdreferences/quality-checklist.mdreferences/anti-patterns.mdreferences/README.md(upstream official reference)
External (official):
- https://support.claude.com/en/articles/12512176-what-are-skills
- https://support.claude.com/en/articles/12512180-using-skills-in-claude
- https://support.claude.com/en/articles/12512198-creating-custom-skills
- https://docs.claude.com/en/api/skills-guide
Maintenance
- Sources: local spec files in
skills/claude-skills/references/+ upstream official docs inreferences/README.md - Last updated: 2025-12-14
- Known limits:
validate-skill.shis heuristic; strict mode assumes the recommended section headings
When not to use it
- →General purpose coding assistance
- →Directly executing domain-specific logic
Prerequisites
Limitations
- →Requires manual verification of external facts
- →Strict mode assumes specific section headings
How it compares
It enforces a strict meta-specification for skill reliability rather than providing generic conversational assistance.
Compared to similar skills
claude-skills side by side with the closest alternatives in the catalog.
| Skill | Installs | Updated | Safety | Difficulty |
|---|---|---|---|---|
| claude-skills (this skill) | 1 | 8mo | Review | Advanced |
| skill-creator | 128 | 3mo | Review | Advanced |
| skill-development | 17 | 9mo | Review | Intermediate |
| agent-identifier | 15 | 9mo | Review | Intermediate |
Try saying
Example prompts that trigger this skill in your AI assistant.
More by 2025Emma
View all by 2025Emma →You might also like
skill-creator
anthropics
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
skill-development
anthropics
This skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill", "improve skill description", "organize skill content", or needs guidance on skill structure, progressive disclosure, or skill development best practices for Claude Code plugins.
agent-identifier
anthropics
This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "agent examples", "agent tools", "agent colors", "autonomous agent", or needs guidance on agent structure, system prompts, triggering conditions, or agent development best practices for Claude Code plugins.
llama-factory
zechenzhangAGI
Expert guidance for fine-tuning LLMs with LLaMA-Factory - WebUI no-code, 100+ models, 2/3/4/5/6/8-bit QLoRA, multimodal support
dify-dsl-generator
wwwzhouhui
专业的 Dify 工作流 DSL/YML 文件生成器,根据用户业务需求自动生成完整的 Dify 工作流配置文件,支持各种节点类型和复杂工作流逻辑
character-generator
Dexploarer
Generate complete elizaOS character configurations with personality, knowledge, and plugin setup. Triggers when user asks to "create character", "generate agent config", or "build elizaOS character"