find-skills
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. Start with the skills.sh registry via `npx skills find`; if there are no good matches, fall back to a GitHub deep search for SKILL.md patterns before concluding no skill exists.
Best use case
find-skills is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. Start with the skills.sh registry via `npx skills find`; if there are no good matches, fall back to a GitHub deep search for SKILL.md patterns before concluding no skill exists.
Teams using find-skills should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/find-skills/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How find-skills Compares
| Feature / Agent | find-skills | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. Start with the skills.sh registry via `npx skills find`; if there are no good matches, fall back to a GitHub deep search for SKILL.md patterns before concluding no skill exists.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# Find Skills
This skill helps you discover and install skills from the open agent skills ecosystem.
## Default Workflow (Two-Stage)
1. **Search the registry first (fast + installable):** `npx skills find <query>`
2. **If found:** present top options + ask what to install
3. **If not found:** fall back to GitHub deep search (skill-hunter style) to discover skills that may not be indexed yet
4. **If still not found:** help the user directly, or propose creating a new skill
Notes:
- Prefer **non-interactive** usage in a coding agent: always pass a query (avoid `npx skills find` with no args).
- To disable Skills CLI telemetry, set `DISABLE_TELEMETRY=1` (or `DO_NOT_TRACK=1`) when running `npx skills ...`.
## When to Use This Skill
Use this skill when the user:
- Asks "how do I do X" where X might be a common task with an existing skill
- Says "find a skill for X" or "is there a skill for X"
- Asks "can you do X" where X is a specialized capability
- Expresses interest in extending agent capabilities
- Wants to search for tools, templates, or workflows
- Mentions they wish they had help with a specific domain (design, testing, deployment, etc.)
## What is the Skills CLI?
The Skills CLI (`npx skills`) is the package manager for the open agent skills ecosystem. Skills are modular packages that extend agent capabilities with specialized knowledge, workflows, and tools.
**Key commands:**
- `npx skills find [query]` - Search for skills interactively or by keyword
- `npx skills add <package>` - Install a skill from GitHub or other sources
- `npx skills check` - Check for skill updates
- `npx skills update` - Update all installed skills
**Browse skills at:** https://skills.sh/
## How to Help Users Find Skills
### Step 1: Understand What They Need
When a user asks for help with something, identify:
1. The domain (e.g., React, testing, design, deployment)
2. The specific task (e.g., writing tests, creating animations, reviewing PRs)
3. Whether this is a common enough task that a skill likely exists
### Step 2: Search for Skills
Run the find command with a relevant query:
```bash
DISABLE_TELEMETRY=1 npx -y skills find [query]
```
For example:
- User asks "how do I make my React app faster?" → `npx skills find react performance`
- User asks "can you help me with PR reviews?" → `npx skills find pr review`
- User asks "I need to create a changelog" → `npx skills find changelog`
The command will return results like:
```
Install with npx skills add <owner/repo@skill>
vercel-labs/agent-skills@vercel-react-best-practices
└ https://skills.sh/vercel-labs/agent-skills/vercel-react-best-practices
```
### Step 3: Present Options to the User
When you find relevant skills, present them to the user with:
1. The skill name and what it does
2. The install command they can run
3. A link to learn more at skills.sh
Example response:
```
I found a skill that might help! The "vercel-react-best-practices" skill provides
React and Next.js performance optimization guidelines from Vercel Engineering.
To install it:
npx skills add vercel-labs/agent-skills@vercel-react-best-practices
Learn more: https://skills.sh/vercel-labs/agent-skills/vercel-react-best-practices
```
### Step 4: Offer to Install
If the user wants to proceed, you can install the skill for them:
```bash
DISABLE_TELEMETRY=1 npx -y skills add <owner/repo@skill> -g --agent codex -y
```
The `-g` flag installs globally (user-level) and `-y` skips confirmation prompts.
## Common Skill Categories
When searching, consider these common categories:
| Category | Example Queries |
| --------------- | ---------------------------------------- |
| Web Development | react, nextjs, typescript, css, tailwind |
| Testing | testing, jest, playwright, e2e |
| DevOps | deploy, docker, kubernetes, ci-cd |
| Documentation | docs, readme, changelog, api-docs |
| Code Quality | review, lint, refactor, best-practices |
| Design | ui, ux, design-system, accessibility |
| Productivity | workflow, automation, git |
## Tips for Effective Searches
1. **Use specific keywords**: "react testing" is better than just "testing"
2. **Try alternative terms**: If "deploy" doesn't work, try "deployment" or "ci-cd"
3. **Check popular sources**: Many skills come from `vercel-labs/agent-skills` or `ComposioHQ/awesome-claude-skills`
## When No Skills Are Found
If no relevant skills are found in the registry, do a quick GitHub deep search before concluding "no skill exists".
### Fallback: GitHub Deep Search (skill-hunter style)
This is useful when a skill exists in a repo but isn't indexed in skills.sh yet.
1. **If `gh` is available**, search for skill markdown files by keyword:
```bash
gh search code "KEYWORD path:/^./.?(opencode|ai|llm|claude|codex|agents|pi|cursor|factory)\\/skills?\\/.*\\.md$/" --limit 20
```
Tips:
- Use 2–4 specific keywords (e.g., `playwright e2e`, `nextjs performance`, `pr review`).
- Prefer results that contain a `SKILL.md` and look actively maintained.
2. **Turn a promising hit into an install:**
- If you have an `owner/repo` that looks right, list available skills:
```bash
DISABLE_TELEMETRY=1 npx -y skills add owner/repo --list
```
- Then install the specific skill name(s):
```bash
DISABLE_TELEMETRY=1 npx -y skills add owner/repo --skill "<skill-name>" -g --agent codex -y
```
3. **If `gh` is not available**, skip this fallback and:
- Try broader/synonym queries in `npx skills find ...`, or
- Browse categories on https://skills.sh/ and install from a repo directly, or
- Proceed without a skill (see next section).
### Still Nothing Found
If there still isn't a good match:
1. Acknowledge that no existing skill was found
2. Offer to help with the task directly using your general capabilities
3. Suggest the user could create their own skill with `npx skills init`
Example:
```
I searched for skills related to "xyz" but didn't find any matches.
I can still help you with this task directly! Would you like me to proceed?
If this is something you do often, you could create your own skill:
npx skills init my-xyz-skill
```Related Skills
skills-governance
Use when auditing a large local skill collection, identifying duplicate or imported skills, comparing skill roots, or deciding what to keep, disable, or archive across Codex and adjacent agent skill directories.
writing-anti-ai
This skill should be used when the user asks to "remove AI writing patterns", "humanize this text", "make this sound more natural", "remove AI-generated traces", "fix robotic writing", or needs to eliminate AI writing patterns from prose. Supports both English and Chinese text. Based on Wikipedia's "Signs of AI writing" guide, detects and fixes inflated symbolism, promotional language, superficial -ing analyses, vague attributions, AI vocabulary, negative parallelisms, and excessive conjunctive phrases.
xhs-note-creator
小红书笔记素材创作技能。当用户需要创建小红书笔记素材时使用这个技能。技能包含:根据用户的需求和提供的资料,撰写小红书笔记内容(标题+正文),生成图片卡片(封面+正文卡片),以及发布小红书笔记。
xhs-longform-private-publisher
This skill should be used when the user wants to publish an existing Markdown article to Xiaohongshu as a private longform post, keep the original wording and structure, insert inline images in order, use one-click layout, and verify the result in note manager.
timestamped-video-summary
Generate a detailed, professional video content summary from timestamped subtitles/transcripts (e.g., lines starting with 00:00 / 1:23:45). Enforce strict per-segment structure (timestamp range + bold segment title + 2-paragraph body: first-person creator summary + expert 【导师评注】 critique with uncertainty handling). Use when the user provides time-coded subtitles and asks for a规范化纪要/内容纪要/逐段总结, and optionally wants a clean PDF export (do NOT include the full raw transcript in the PDF unless explicitly requested).
skill-governance-loop
Use when the user asks to review a skill, analyze skill quality, update a skill version, or run a repeatable keep/disable/archive decision loop from real failures instead of abstract best practices.
skill-creator
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 Codex's capabilities with specialized knowledge, workflows, or tool integrations.
session-recovery-codex
Use when recovering a Codex session, especially if the user provides a Codex session id or wants recent Codex sessions listed before resuming work.
research-lead-sidecar
Use when the user wants multi-agent division of labor for research-led work and the lead should stay on the critical path while 1-2 bounded sidecars handle low-coupling tasks. Do not use this for tiny tasks, fully sequential debugging, or overlapping refactors.
question-refiner
Use when a research question is still vague and must be clarified into a structured deep-research brief before actual literature research or execution. Skip this if the user already has a concrete paper draft or a ready-to-run research specification.
prompt-polisher
Use when receiving messy, unstructured input like voice transcriptions, stream-of-consciousness notes, or rough document content that needs to be transformed into a polished, optimized prompt. Cleans up filler words, extracts intent, asks clarifying questions, applies Claude 4.x/Opus 4.5/Sonnet 4.5 best practices, and previews the polished prompt for approval before execution. Trigger phrases include "polish this", "clean this up", "turn this into a prompt", or when input is clearly rough/unstructured.
proactive-explorer
落实 CLAUDE.md / AGENTS.md 中的“主动探索”原则,在向用户提问前自动使用 Grep、Read、Bash、WebSearch 等工具获取信息