Agent skill

Find Skills

by fastclaw-ai in fastclaw-ai/fastclaw

Run this BEFORE any package install (pip / npm / apt / brew / cargo / gem / go install) you would otherwise execute via the exec tool — including when the user asks for a deliverable that needs…

Custom licenceAuto-check: warningsDocuments & Office

Install Find Skills

The automated check flagged lines worth reading first. See the safety section below.

skills CLI
$ npx skills add fastclaw-ai/fastclaw --skill find-skills -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install fastclaw-ai/fastclaw find-skills --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/fastclaw-ai/fastclaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/find-skills .claude/skills/find-skills && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
find-skills
GitHub stars
1.4k
Token cost
~2.3k tokens
SKILL.md length
1,127 words
Files
1
Skills in repo
11
Repo updated
First seen
Licence
Custom licence

At a glance

Run this BEFORE any package install (pip / npm / apt / brew / cargo / gem / go install) you would otherwise execute via the exec tool — including when the user asks for a deliverable that needs…

  • Works in 7 steps: Understand What They Need → Check the Leaderboard First → Search for Skills → …
  • Asks for a deliverable that needs third-party libraries (PDF generation
  • SKILL.md covers When to Use This Skill, What is the Skills CLI?, How to Help Users Find Skills and Common Skill Categories, plus 2 more sections
  • Calls npx, npm and pip; reaches skills.sh

What it does

Find Skills is an agent skill from fastclaw-ai/fastclaw. Run this BEFORE any package install (pip / npm / apt / brew / cargo / gem / go install) you would otherwise execute via the exec tool — including when the user asks for a deliverable that needs third-party libraries (PDF generation, image processing, scrapers, dashboards, charts, OCR, audio/video, …). It searches the open agent-skill ecosystem (skills.sh) for an installable skill that already does the job; only fall back to direct package install if find-skills returns no credible match. Also covers explicit…

Its SKILL.md is about 2.3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Documents & Office, covering PDF and Web scraping. It works with npm. The repository describes itself as: Multi-Agent Framework.

When your agent uses it

  • Asks for a deliverable that needs third-party libraries (PDF generation
  • Image processing

Example prompts

  • “find a skill for X”
  • “how do I do X”
  • “is there a skill that can...”
  • “/find-skills”

Requirements

  • Python 3
  • Node.js
  • Docker

Workflow steps

7 steps, taken from the step headings in SKILL.md.

  1. Understand What They Need
  2. Check the Leaderboard First
  3. Search for Skills
  4. Pick a Skill to Install
  5. Tell the User What You're Installing, Then Install It
  6. Install AND Use the Skill
  7. (CRITICAL): Read the skill, then USE it — don't reimplement

What it can do on your machine

Read from SKILL.md and the folder at commit d2ebed1. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • npx
    • npm
    • pip
    • python
    • node

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • skills.sh

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Find Skills loads about 2.3k tokens when it runs. Until then it costs about 170 tokens; SKILL.md has 1,127 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~170
When it runs · the whole SKILL.md, loaded when a task matches
~2.3k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check: warnings

The automated check found patterns that need a careful read before installing.

  • WarningTells the agent its actions are pre-authorized / not to stop for confirmationSKILL.md:96
    ll it via Step 6 in the SAME response — don't ask for permission first. The user asked for the deliverable, not for an i

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 1,127 words (~2,334 tokens).

“This skill helps you discover and install skills from the open agent skills ecosystem.”

— opening of SKILL.md by fastclaw-ai, Custom licence
name
find-skills

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/find-skills of fastclaw-ai/fastclaw.

Open the folder on GitHubat commit d2ebed1

Compare with similar skills

Find Skills next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Find Skills compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Find Skills this skillfastclaw-ai/fastclaw1.4k—~2.3kAutomated safety check: WarnCustom licence
Latchshot Page Capturegithub/awesome-copilot40k—~1.3kAutomated safety check: PassMIT
Steel Browseraiskillstore/marketplace433—~2kAutomated safety check: PassNone
Anydocmagnus919/agent-skills115—~3.8kAutomated safety check: NotesMIT
Power DesignItsssssJack/power-design722—~2.8kAutomated safety check: PassMIT
Browser Ops SkillOpenLoaf/OpenLoaf108—~1.5kAutomated safety check: PassAGPL-3.0

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Works with

Questions about Find Skills

What does Find Skills do?

Run this BEFORE any package install (pip / npm / apt / brew / cargo / gem / go install) you would otherwise execute via the exec tool — including when the user asks for a deliverable that needs…. Find Skills is an agent skill from fastclaw-ai/fastclaw. Run this BEFORE any package install (pip / npm / apt / brew / cargo / gem / go install) you would otherwise execute via the exec tool — including when the user asks for a deliverable that needs third-party libraries (PDF generation, image processing, scrapers, dashboards, charts, OCR, audio/video, …).

When should I use Find Skills?

Find Skills fits situations like: asks for a deliverable that needs third-party libraries (PDF generation; image processing.

How do I install Find Skills in Claude Code?

Run `npx skills add fastclaw-ai/fastclaw --skill find-skills -a claude-code`. Or copy the skill folder (skills/find-skills in fastclaw-ai/fastclaw) into .claude/skills/find-skills in your project. Claude Code loads it when a task matches its description.

How do I install Find Skills in Codex?

Run `npx skills add fastclaw-ai/fastclaw --skill find-skills -a codex`. Or copy the skill folder (skills/find-skills in fastclaw-ai/fastclaw) into .agents/skills/find-skills in your project. Codex loads it when a task matches its description.

Can I use Find Skills in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add fastclaw-ai/fastclaw --skill find-skills -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/find-skills, .gemini/skills/find-skills, .github/skills/find-skills and .opencode/skills/find-skills in your project.

What does Find Skills need to run?

Going by SKILL.md and its folder, Find Skills needs the command-line tools its instructions call (npx, npm, pip, python and node). Our summary lists: Python 3; Node.js; Docker.

Does Find Skills access the network?

SKILL.md names 1 domain. In commands or code: skills.sh; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Find Skills safe to install?

Our automated static check of SKILL.md flagged 1 warning(s): tells the agent its actions are pre-authorized / not to stop for confirmation. Read the flagged lines before installing; the check is not a guarantee either way.

What licence does Find Skills use?

Find Skills has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Find Skills use?

About 2.3k tokens (SKILL.md is roughly 9.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Find Skills?

Skills that share tags, products or a category with Find Skills: Latchshot Page Capture (github/awesome-copilot, 40k stars), Steel Browser (aiskillstore/marketplace, 433 stars), Anydoc (magnus919/agent-skills, 115 stars) and Power Design (ItsssssJack/power-design, 722 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Find Skills?

fastclaw-ai (a GitHub organization) maintains it in fastclaw-ai/fastclaw, which has 1,355 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on October 9, 2026.

Source: fastclaw-ai/fastclaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.