Install the "find-skills" agent skill from https://github.com/caliber-ai-org/ai-setup/tree/master/skills/find-skills into .claude/skills/find-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "find-skills", then confirm the skill loads.
Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
skills CLI
$ npx skills add caliber-ai-org/ai-setup --skill find-skills -a codex
Project install goes to .agents/skills/; add -g for ~/.codex/skills/.
Install the "find-skills" agent skill from https://github.com/caliber-ai-org/ai-setup/tree/master/skills/find-skills into .agents/skills/find-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "find-skills", then confirm the skill loads.
Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
skills CLI
$ npx skills add caliber-ai-org/ai-setup --skill find-skills -a cursor
Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.
Install the "find-skills" agent skill from https://github.com/caliber-ai-org/ai-setup/tree/master/skills/find-skills into .cursor/skills/find-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "find-skills", then confirm the skill loads.
Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
skills CLI
$ npx skills add caliber-ai-org/ai-setup --skill find-skills -a gemini-cli
Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.
Install the "find-skills" agent skill from https://github.com/caliber-ai-org/ai-setup/tree/master/skills/find-skills into .gemini/skills/find-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "find-skills", then confirm the skill loads.
Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
skills CLI
$ npx skills add caliber-ai-org/ai-setup --skill find-skills -a github-copilot
Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.
Install the "find-skills" agent skill from https://github.com/caliber-ai-org/ai-setup/tree/master/skills/find-skills into .github/skills/find-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "find-skills", then confirm the skill loads.
GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
skills CLI
$ npx skills add caliber-ai-org/ai-setup --skill find-skills -a opencode
OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
Install the "find-skills" agent skill from https://github.com/caliber-ai-org/ai-setup/tree/master/skills/find-skills into .opencode/skills/find-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "find-skills", then confirm the skill loads.
OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
Skill name
find-skills
GitHub stars
1.3k
Token cost
~593 tokens
SKILL.md length
288 words
Files
1
Skills in repo
8
Repo updated
First seen
Licence
MIT
At a glance
Discovers and installs community skills from the public registry.
Works in 7 steps: Identify the key technologies,… → Ask the user: "Would you like me to… → If the user agrees, run → …
The user mentions a technology
SKILL.md covers Instructions, Examples and When NOT to trigger
Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Find Skills is an agent skill from caliber-ai-org/ai-setup. Discovers and installs community skills from the public registry. Use when the user mentions a technology, framework, or task that could benefit from specialized skills not yet installed, asks 'how do I do X', 'find a skill for X', or starts work in a new technology area. Proactively suggest when the user's task involves tools or frameworks without existing skills.
Its SKILL.md is about 590 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 Agent Workflows. It works with React, Docker and Python. The repository describes itself as: Continuously sync your AI setups with one command. Codebase tailor suited agent skills, MCPs and config files for Claude Code, Cursor, and Codex. The licence is MIT.
When your agent uses it
The user mentions a technology
Task that could benefit from specialized skills not yet installed
Asks how do I do X
Find a skill for X
Example prompts
“how do I do X”
“find a skill for X”
“Use the find-skills skill to discover and installs community skills from the public registry”
“/find-skills”
Requirements
Python 3
Docker
Workflow steps
7 steps, taken from the first numbered list in SKILL.md.
1Identify the key technologies, frameworks, or task types from the
2Ask the user: "Would you like me to search for community skills
3If the user agrees, run
4Present the results to the user and ask which ones to install
5Install the selected skills
6Read the installed SKILL.md files to load them into your current
7Summarize what was installed and continue with the user's task
What it can do on your machine
Read from SKILL.md and the folder at commit f5dbc00. 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
No scripts in the folder and no shell commands in SKILL.md (its code samples are bash).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
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 593 tokens when it runs. Until then it costs about 95 tokens; SKILL.md has 288 words of instructions outside code blocks.
Always· name and description, kept in context so the agent knows when to use it
~95
When it runs· the whole SKILL.md, loaded when a task matches
~593
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 passed
The automated check found no risky patterns in SKILL.md.
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.
Download SKILL.mdSave it as .claude/skills/find-skills/SKILL.md (or your agent's skills folder).
name
find-skills
description
Discovers and installs community skills from the public registry. Use when the user mentions a technology, framework, or task that could benefit from specialized skills not yet installed, asks 'how do I do X', 'find a skill for X', or starts work in a new technology area. Proactively suggest when the user's task involves tools or frameworks without existing skills.
Find Skills
Search the public skill registry for community-contributed skills
relevant to the user's current task and install them into this project.
Instructions
Identify the key technologies, frameworks, or task types from the
user's request that might have community skills available
Ask the user: "Would you like me to search for community skills
for [identified technologies]?"
If the user agrees, run:bash
caliber skills --query "<relevant terms>"
This outputs the top 5 matching skills with scores and descriptions.
Present the results to the user and ask which ones to install
Install the selected skills:bash
caliber skills --install <slug1>,<slug2>
Read the installed SKILL.md files to load them into your current
context so you can use them immediately in this session
Summarize what was installed and continue with the user's task
Examples
User: "let's build a web app using React"
-> "I notice you want to work with React. Would you like me to search
for community skills that could help with React development?"
-> If yes: run caliber skills --query "react frontend"
-> Show the user the results, ask which to install
-> Run caliber skills --install <selected-slugs>
-> Read the installed files and continue
User: "help me set up Docker for this project"
-> "Would you like me to search for Docker-related skills?"
-> If yes: run caliber skills --query "docker deployment"
User: "I need to write tests for this Python ML pipeline"
-> "Would you like me to find skills for Python ML testing?"
-> If yes: run caliber skills --query "python machine-learning testing"
When NOT to trigger
The user is working within an already well-configured area
You already suggested skills for this technology in this session
The user is in the middle of urgent debugging or time-sensitive work
The technology is too generic (e.g. just "code" or "programming")
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.
Writes Vitest tests following project patterns: tests/ directories, vi.mock() for module mocking with vi.hoisted() for test-time factories, global LLM mock from src/test/setup.ts, environment…
Discovers and installs community skills from the public registry. Find Skills is an agent skill from caliber-ai-org/ai-setup. Discovers and installs community skills from the public registry.
When should I use Find Skills?
Find Skills fits situations like: the user mentions a technology; task that could benefit from specialized skills not yet installed; asks how do I do X; find a skill for X.
How do I install Find Skills in Claude Code?
Run `npx skills add caliber-ai-org/ai-setup --skill find-skills -a claude-code`. Or copy the skill folder (skills/find-skills in caliber-ai-org/ai-setup) 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 caliber-ai-org/ai-setup --skill find-skills -a codex`. Or copy the skill folder (skills/find-skills in caliber-ai-org/ai-setup) 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 caliber-ai-org/ai-setup --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?
SKILL.md names no scripts, command-line tools or credentials: Find Skills is instructions for the agent only. Our summary lists: Python 3; Docker.
Does Find Skills access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Find Skills safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Find Skills use?
Find Skills is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Find Skills use?
About 593 tokens (SKILL.md is roughly 2.4k 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: Code Review Security (nicepkg/auto-company, 195 stars), Code Patterns (Aedelon/claude-code-blueprint, 120 stars), Acarshub Tool Additions (sdr-enthusiasts/docker-acarshub, 117 stars) and MCP Builder (jezweb/claude-skills, 1.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Find Skills?
caliber-ai-org (a GitHub organization) maintains it in caliber-ai-org/ai-setup, which has 1,302 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on September 24, 2026.
Source: caliber-ai-org/ai-setup on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.
