find-skills
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.
npx skills add caliber-ai-org/ai-setup --skill find-skills --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# 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 1. Identify the key technologies, frameworks, or task types from the user's request that might have community skills available 2. Ask the user: "Would you like me to search for community skills for [identified technologies]?" 3. If the user agrees, run: ```bash caliber skills --query "<relevant terms>" ``` This outputs the top 5 matching skills with scores and descriptions. 4. Present the results to the user and ask which ones to install 5. Install the selected skills: ```bash caliber skills --install <slug1>,<slug2> ``` 6. Read the installed SKILL.md files to load them into your current context so you can use them immediately in this session 7. 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 skill
- Instructions
- Examples
- When NOT to trigger
caliber skills --query "<relevant terms>" caliber skills --install <slug1>,<slug2>
What does the find-skills skill do?
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.
How do I install it?
Run `npx skills add caliber-ai-org/ai-setup --skill find-skills --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From caliber-ai-org/ai-setup, a repository with 1,235 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.