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Claude Skills

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2025Emma
claude-skills

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.

Overview

Publisher2025Emma
Repositoryvibe-coding-cn
Skill nameclaude-skills
Stars
23K
Forks
2.4K
Bundled files
9
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 9 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by 2025Emma on GitHub. Read the source before you install it.

Installation

Install the Claude Skills AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/2025Emma/vibe-coding-cn.git /tmp/vibe-coding-cn
mkdir -p .claude/skills
cp -r /tmp/vibe-coding-cn/i18n/zh/skills/claude-skills .claude/skills/claude-skills
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Claude Skills in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Claude Skills on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Claude Skills is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

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:

  1. A concrete directory layout (typically skills/<skill-name>/)
  2. An actionable SKILL.md with decidable triggers, boundaries, and reproducible examples
  3. Long-form docs moved to references/ with a references/index.md
  4. 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)

yaml
---
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)

markdown
---
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:

bash
# 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:
    1. Run create-skill.sh to scaffold skills/<skill-name>/
    2. Write frontmatter description as "what + when"
    3. Extract 10-20 high-frequency patterns into Quick Reference
    4. Add >= 3 end-to-end examples with acceptance criteria
    5. Put long content into references/ and wire references/index.md
    6. Run validate-skill.sh --strict and iterate

Example 2: Refactor a "Doc Dump" Skill

  • Input: an existing SKILL.md with long pasted documentation
  • Steps:
    1. Identify which parts are patterns vs. long-form explanation
    2. Move long-form text into references/ (split by topic)
    3. Rewrite Quick Reference as short copy/paste patterns
    4. Add or fix Examples until they are reproducible
    5. Add "Not For / Boundaries" to reduce misfires

Example 3: Validate and Gate a Skill

  • Input: skills/<skill-name>/
  • Steps:
    1. Run validate-skill.sh (non-strict) to get warnings
    2. Fix frontmatter/name mismatches and missing sections
    3. Run validate-skill.sh --strict to enforce the spec
    4. 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

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Claude Skills AI skill do?

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.

Why use Claude Skills on TypingMind?

Because you install it once and use it with any model. Claude Skills is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Claude Skills in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/2025Emma/vibe-coding-cn/tree/main/i18n/zh/skills/claude-skills. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Claude Skills?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Claude Skills?

As many as you like. As long as a model supports skills, you can use Claude Skills with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Claude Skills AI skill free?

Yes. It is published on GitHub by 2025Emma under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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