What is Find Skills?
Find Skills is a reusable instruction package in the Vercel Labs skills repository. It helps an AI agent identify when a user's request could be addressed by an existing skill, then find relevant options in the open agent skills ecosystem. It is a skill for a compatible agent, rather than a standalone application.
Its workflow combines directory discovery, keyword searches and checks on source reputation and adoption before presenting installation options. Search can be scoped to a repository owner. Installation and updates are handled through the Skills CLI, which supports project-level and user-level skill installation. When no suitable match is found, the instructions suggest direct assistance or creating a new skill.
Key capabilities
- Task matching: Identifies the domain and specific task behind a request to guide skill discovery.
- Skill search: Uses the Skills CLI for interactive or keyword searches, with optional repository-owner filtering.
- Candidate assessment: Guides the agent to examine adoption and source reputation before recommending a skill.
- Installation guidance: Presents relevant skills and installation commands, with installation offered when the user wants to proceed.
- Fallback handling: Suggests direct assistance or a custom skill when searches do not produce a suitable match.
Where Find Skills fits
Find Skills fits agent-assisted development workflows where users need reusable guidance for testing, design, deployment, documentation or code review. It helps connect a task request with an existing skill rather than requiring users to search repositories manually.
Before deployment, teams should verify compatibility with their coding agent, the Skills CLI runtime requirements and the intended installation scope. They should review the instructions and any executable resources bundled with candidate skills. The CLI documents anonymous telemetry and provides settings to disable telemetry and security-audit requests.
Positioning and limitations
Find Skills suits developers and teams already using skills-compatible AI agents who want a guided discovery and installation workflow. It depends on the host agent and the Skills CLI rather than providing its own assistant interface. Its recommendation process considers popularity and source reputation, but those signals do not establish that a skill is safe or appropriate for a particular environment.
Why it matters
Reusable agent instructions are useful only when users can locate relevant packages and assess whether to adopt them. Find Skills provides a discovery workflow between a user's task and the available skill ecosystem, while explicitly accounting for searches that return no suitable result.
Find Skills: key facts
- First published
- Profile updated
- Access
- See vendor
- Source model
- Open source
- GitHub repository stars
- 37,457
- Repository forks
- 3,236
- Main repository language
- TypeScript
- Repository license
- MIT ↗
- Pricing model
- Open source
- Repository release
- v1.7.4 ↗ ·
- Website
- github.com ↗
- GitHub
- Source repository ↗
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What to verify
Start from the users, systems and operating responsibilities the tool needs to support.
- Confirm current features, licensing and support terms.
- Validate deployment, data location and access control.
- Test integrations, exports and recovery workflows.
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