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. This skill should be used when the user is looking for functionality that might exist as an installable skill.

564 stars

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. This skill should be used when the user is looking for functionality that might exist as an installable skill.

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

$curl -o ~/.claude/skills/find-skills/SKILL.md --create-dirs "https://raw.githubusercontent.com/beita6969/ScienceClaw/main/skills/find-skills/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/find-skills/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How find-skills Compares

Feature / Agentfind-skillsStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/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. This skill should be used when the user is looking for functionality that might exist as an installable skill.

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.

## 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
npx 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
npx skills add <owner/repo@skill> -g -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 exist:

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

xurl

564
from beita6969/ScienceClaw

A CLI tool for making authenticated requests to the X (Twitter) API. Use this skill when you need to post tweets, reply, quote, search, read posts, manage followers, send DMs, upload media, or interact with any X API v2 endpoint.

xlsx

564
from beita6969/ScienceClaw

Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .csv, or .tsv file (e.g., adding columns, computing formulas, formatting, charting, cleaning messy data); create a new spreadsheet from scratch or from other data sources; or convert between tabular file formats. Trigger especially when the user references a spreadsheet file by name or path — even casually (like "the xlsx in my downloads") — and wants something done to it or produced from it. Also trigger for cleaning or restructuring messy tabular data files (malformed rows, misplaced headers, junk data) into proper spreadsheets. The deliverable must be a spreadsheet file. Do NOT trigger when the primary deliverable is a Word document, HTML report, standalone Python script, database pipeline, or Google Sheets API integration, even if tabular data is involved.

writing

564
from beita6969/ScienceClaw

No description provided.

world-bank-data

564
from beita6969/ScienceClaw

World Bank Open Data API for development indicators. Use when: user asks about GDP, population, poverty, health, or education statistics by country. NOT for: real-time financial data or stock prices.

wikipedia-search

564
from beita6969/ScienceClaw

Search and fetch structured content from Wikipedia using the MediaWiki API for reliable, encyclopedic information

wikidata-knowledge

564
from beita6969/ScienceClaw

Query Wikidata for structured knowledge using SPARQL and entity search. Use when: (1) finding structured facts about entities (people, places, organizations), (2) querying relationships between entities, (3) cross-referencing external identifiers (Wikipedia, VIAF, GND, ORCID), (4) building knowledge graphs from linked data. NOT for: full-text article content (use Wikipedia API), scientific literature (use semantic-scholar), geospatial data (use OpenStreetMap).

weather

564
from beita6969/ScienceClaw

Get current weather and forecasts via wttr.in or Open-Meteo. Use when: user asks about weather, temperature, or forecasts for any location. NOT for: historical weather data, severe weather alerts, or detailed meteorological analysis. No API key needed.

wacli

564
from beita6969/ScienceClaw

Send WhatsApp messages to other people or search/sync WhatsApp history via the wacli CLI (not for normal user chats).

voice-call

564
from beita6969/ScienceClaw

Start voice calls via the OpenClaw voice-call plugin.

visualization

564
from beita6969/ScienceClaw

Create publication-quality scientific figures and plots using Python (matplotlib, seaborn, plotly). Supports bar charts, scatter plots, heatmaps, box plots, violin plots, survival curves, network graphs, and more. Use when user asks to plot data, create figures, make charts, visualize results, or generate publication-ready graphics. Triggers on "plot", "chart", "figure", "graph", "visualize", "heatmap", "scatter plot", "bar chart", "histogram".

video-frames

564
from beita6969/ScienceClaw

Extract frames or short clips from videos using ffmpeg.

venue-templates

564
from beita6969/ScienceClaw

Access comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), academic conferences (NeurIPS, ICML, CVPR, CHI), research posters, and grant proposals (NSF, NIH, DOE, DARPA). This skill should be used when preparing manuscripts for journal submission, conference papers, research posters, or grant proposals and need venue-specific formatting requirements and templates.