find-skill
Skill185 starsChanged 7 days agoMITView on GitHub
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. This skill should be used when the user is looking for functionality that might exist as an installable skill. Also triggers when user mentions searching for tools, workflows, or wants to extend agent capabilities with specialized knowledge packages.
12 other projects use a version of this.
Adopted by
Most recently taken up by
- Sharqiewicz/skillstheir own version, first seen Nov 8, 2026
- alibaba-damo-academy/ScholarSeedtheir own version, first seen Nov 8, 2026
- Viaknox/tune-uptheir own version, first seen Oct 15, 2026
- song-yechan/skill-directorytheir own version, first seen Oct 15, 2026
- TeqfocusAdmin/ClaudeSkillsRepotheir own version, first seen Sep 22, 2026
- skilld-dev/skillstheir own version, first seen Aug 4, 2026
Other versions12 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 12
- alibaba-damo-academy/ScholarSeed★ 38same name
- analystacademy/claude-skills★ 35same name
- fockus/claude-skill-find-skill★ 12same name
- oleksbard/claude-find-skill★ 10same name
- npow/claude-skills★ 4same name
- skilld-dev/skills★ 2same name
- Tamircohen28/tamirs-superpowers★ 2same name
- wangsy0247/multiagent-studio★ 2same name
- Sharqiewicz/skills★ 1same name
- song-yechan/skill-directory★ 0same name
2 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository8 other files it gives its agents.
- agent-teams-playbookSkill
- goalproSkill
- kim-decisionSkill
- kim-sticker-packSkill
- memory-3layerSkill
- meta-skill-creatorSkill
- semgrep-skillSkill
- xiaohongshu-skillSkill
The file
Show its rules and text
We split this skill into the rules it gives an agent
14 rules. 0 are common, 12 are distinctive, and 2 are very specific to this project.
0
Common
Most of the 11 edited versions we read keep these.
12
Distinctive
This author's own choices. Worth a look.
2
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 12
Use this skill when the user:
- Distinctive: line 24
Search installed and repository-local skills first.
- Distinctive: line 25
Before external search, reduce the request to 2-5 generic English keywords.
- Distinctive: line 27
Do not install by default.
- Distinctive: line 77
When a user asks for help with something, identify:
- Distinctive: line 86
Check the host's registered skills and readable project skill directories first.
- Distinctive: line 109
If the command fails, times out, is blocked, or returns output that cannot be parsed, report the search as unavailable or failed.
- Distinctive: line 113
When you find relevant skills, present them to the user with:
- Distinctive: line 136
If the user wants to proceed, show the exact selected skill, target agent, scope, and command.
- Very specific: line 148
On macOS/Linux: use the same npx skills add arguments in the current shell, always naming the approved target with -a <agent>.
- Very specific: line 150
Do not add -y, --yes, --all, or any unapproved skill or agent.
- Distinctive: line 184
Try alternative terms: If "deploy" doesn't work, try "deployment" or "ci-cd"
- Distinctive: line 190
If the relevant local and external searches completed successfully and no relevant skills were found:
- Distinctive: line 196
If a search source failed or was unavailable, state what could not be checked instead of claiming that no skill exists.
“Common” is measured: kept by at least 6 in 10 of the 11 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
find-skill
Helps users discover and install agent skills from the open skills ecosystem.
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.)
Safety and Authorization
- Discovery and installation are separate actions. A request to find, search for, or recommend a skill does not authorize installation.
- Search installed and repository-local skills first. Use external search only when local results are insufficient and network access is allowed.
- Before external search, reduce the request to 2-5 generic English keywords. Never send or quote private prompt text, secrets, repository or user names, absolute paths, filenames, internal URLs, or other local identifiers.
- A command error, timeout, blocked network request, unavailable CLI, or empty/unparseable output is a search failure, not evidence that a skill does not exist. Only say "no matching skill was found" after the relevant search completed successfully.
- Do not install by default. Project and user installation each require explicit approval of the exact skill, target agent, scope, and command. Never silently retry a failed project install as a user install, or vice versa.
⚠️ Windows Compatibility
On Windows, you MUST use PowerShell to run skills commands!
The default Bash/Git Bash environment on Windows does NOT work with npx skills - commands will return empty output.
Always use this format on Windows:
powershell -Command "npx skills find '[query]'"
# Project install (only after explicit project-scope approval)
powershell -Command "npx skills add [package] -a [agent]"
# User install (only after explicit user-scope approval)
powershell -Command "npx skills add [package] -g -a [agent]"
powershell -Command "npx skills list -g"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 (Windows format):
# Search for skills
powershell -Command "npx skills find '[query]'"
# Install a skill into the project (after explicit approval)
powershell -Command "npx skills add [package] -a [agent]"
# Install a skill for the user (after separate explicit approval)
powershell -Command "npx skills add [package] -g -a [agent]"
# List installed skills
powershell -Command "npx skills list -g"
# Check for updates
powershell -Command "npx skills check"
# Update all skills
powershell -Command "npx skills update"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:
- The domain (e.g., React, testing, design, deployment)
- The specific task (e.g., writing tests, creating animations, reviewing PRs)
- Whether this is a common enough task that a skill likely exists
- Whether an installed or repository-local skill already satisfies the request
Step 2: Search for Skills
Check the host's registered skills and readable project skill directories first. If no sufficient local match is found and network access is allowed, derive 2-5 generic English keywords and run the find command. Keep the original prompt and all private paths or identifiers local.
On Windows (REQUIRED):
powershell -Command "npx skills find '[query]'"On macOS/Linux:
npx skills find [query]Example searches (Windows format):
| User asks... | Run this command... |
| "how do I make my React app faster?" | powershell -Command "npx skills find 'react performance'" |
| "can you help me with PR reviews?" | powershell -Command "npx skills find 'pr review'" |
| "I need to create a changelog" | powershell -Command "npx skills find 'changelog'" |
| "数据分析" | powershell -Command "npx skills find 'data analysis'" |
Note: Search only supports English keywords! See Chinese keyword reference below.
If the command fails, times out, is blocked, or returns output that cannot be parsed, report the search as unavailable or failed. Do not report that the skill does not exist.
Step 3: Present Options to the User
When you find relevant skills, present them to the user with:
- The skill name and what it does
- Separately labeled project and user install commands they can review (Windows format!)
- 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.
Project install (review only; requires explicit project-scope approval):
powershell -Command "npx skills add vercel-labs/agent-skills@vercel-react-best-practices -a codex"
User install (review only; requires separate user-scope approval):
powershell -Command "npx skills add vercel-labs/agent-skills@vercel-react-best-practices -g -a codex"
Learn more: https://skills.sh/vercel-labs/agent-skills/vercel-react-best-practicesStep 4: Offer to Install
If the user wants to proceed, show the exact selected skill, target agent, scope, and command. Install only after the user explicitly approves that exact project or user scope.
On Windows — project scope (REQUIRED):
powershell -Command "npx skills add <owner/repo@skill> -a <agent>"On Windows — user scope (requires separate approval):
powershell -Command "npx skills add <owner/repo@skill> -g -a <agent>"On macOS/Linux: use the same npx skills add arguments in the current shell, always naming the approved target with -a <agent>; omit -g for project scope and include -g for user scope.
Do not add -y, --yes, --all, or any unapproved skill or agent. Verify the result in the approved scope. If installation fails, report the failure; never silently fall back to the other scope.
Common Skill 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 |
| Data Analysis | data analysis, pandas, jupyter |
Chinese to English Keyword Reference
Important: Search only supports English keywords!
| Chinese (中文) | English Keywords |
| 数据分析 | data analysis |
| 做PPT | ppt, presentation |
| 写文章 | writing |
| 代码审查 | code review |
| 部署上线 | deploy, deployment |
| 写测试 | testing |
| 做视频 | video, remotion |
| 图片生成 | image generation, dalle |
| API文档 | api docs, openapi |
Tips for Effective Searches
- Use specific keywords: "react testing" is better than just "testing"
- Try alternative terms: If "deploy" doesn't work, try "deployment" or "ci-cd"
- Check popular sources: Many skills come from
vercel-labs/agent-skillsorComposioHQ/awesome-claude-skills - Use English keywords: Chinese search will return empty results
When No Skills Are Found
If the relevant local and external searches completed successfully and no relevant skills were found:
- Acknowledge that no existing skill was found
- Offer to help with the task directly using your general capabilities
- Suggest the user could create their own skill with
npx skills init
If a search source failed or was unavailable, state what could not be checked instead of claiming that no skill exists.
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:
powershell -Command "npx skills init my-xyz-skill"Troubleshooting
Q: Search returns empty on Windows?
A: Make sure you're using powershell -Command "npx skills find '...'" format, not direct npx skills find.
Q: Chinese search returns nothing?
A: Search only supports English keywords. Translate your query to English first.
Q: How to verify installation?
A: Run powershell -Command "npx skills list" for project scope or powershell -Command "npx skills list -g" for user scope.
Q: How to update this skill?
A: After explicit approval for the intended scope, run powershell -Command "npx skills update find-skill" for project scope or add -g for user scope.
Identifier Compatibility
The canonical identifier is find-skill, matching the Kim Service directory and catalog ID. Older imported snapshots used find-skills; callers and update commands using that legacy identifier must migrate to find-skill.
Original skill by Vercel Labs: https://github.com/vercel-labs/skills Windows fix and enhancements by: https://github.com/KimYx0207/findskill
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

