Skillhound

Skillhound

A search engine by Skillhound for discovering every public agent skill on GitHub, helping developers find or fill AI skill gaps.

AI skill discoveryGitHub agent searchdeveloper toolsskill gap analysis
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What is Skillhound?

Skillhound is a search engine that indexes every public agent skill hosted on GitHub. It lets developers discover AI skills—like brainstorming workflows, policy management, or algorithmic art generation—that can be plugged into their agents. The platform also offers a "deep research" feature to help users identify and fill gaps in their agent's capabilities. You can browse, sort, and filter skills by stars, recency, or creator, with over 135,000 skills currently indexed.

Application scenarios

  • Creative brainstorming

    Use the "obra" skill to explore user intent and design before building features or components.

  • VS Code policy management

    Apply the "add-policy" skill to add, modify, or review configuration policies across the full lifecycle.

  • Generative art creation

    Leverage the "algorithmic-art" skill to create p5.js art with seeded randomness and interactive parameters.

  • Pre-release testing

    Trigger canary releases for Storybook PRs to test updates via npm before full release.

  • Implementation planning

    Generate detailed, phased plans with documentation discovery for features or multi-step tasks.

  • Risk automation

    Automate 21risk tasks through the Composio MCP integration, with tool search for current schemas.

  • Career operations

    Use the "career-ops" skill for career-related workflows (no description provided on the site).

Core Features

  • Skill search engine

    Search over 135,000 public agent skills from GitHub, sorted by stars or recency.

  • Deep research for gaps

    Use the "deep research" feature to find missing skills and fill capability gaps in your agent.

  • Filter by creator

    Filter skills by the GitHub organization or user that made them (e.g., obra, microsoft, anthropics).

  • Skill detail pages

    Click any skill to see its full description, star count, repository link, and last update date.

  • Sort by popularity or freshness

    Sort results by "Most stars" or "Recently updated" to find trending or well-vetted skills.

  • Hook up to your agent

    Connect Skillhound directly to your agent via the "Hook it up to your agent" option in the account area.

  • Public skill discovery

    Browse skills from major organizations like Microsoft, Anthropic, and Storybook, plus individual creators.

Target users

  • AI developers building custom agents who need to find pre-built skills for specific tasks.
  • Open-source contributors looking to discover or share agent skills on GitHub.
  • Product teams that want to quickly prototype features using community-vetted skills.
  • Technical project managers who need to plan implementations and identify skill gaps in their workflows.

How to use Skillhound?

Visit the Skillhound website at https://www.skillhound.ai/. Use the search bar at the top to query for skills by name, category, or GitHub organization. Browse results sorted by stars or recency, and click any skill card to view its full details. To integrate skills with your agent, sign in and use the "Hook it up to your agent" option from your account page.

Effect review

Skillhound delivers exactly what it promises: a fast, searchable index of public GitHub agent skills. The 135,000+ skill count suggests strong community adoption, and the ability to sort by stars or recency helps surface quality content. The deep research feature is a standout—it actively helps you find missing capabilities rather than just listing everything. For developers building AI agents, this eliminates the manual hunting through GitHub repos. The interface is clean and functional, though the lack of user reviews or quality ratings on the site means you'll need to rely on star counts and recency to gauge skill reliability.

Frequently Asked Questions

What is Skillhound?
Skillhound is a search engine that indexes public agent skills on GitHub, helping developers discover and fill AI skill gaps.
How does Skillhound find skills?
It crawls public GitHub repositories to index agent skills, making them searchable via its platform.
Is Skillhound free to use?
Yes, Skillhound is free to search and discover public agent skills on GitHub.
Can I contribute my own skills to Skillhound?
If your agent skill is on a public GitHub repository, it may be automatically indexed by Skillhound.
What are agent skills?
Agent skills are modular capabilities or plugins that extend AI agents, often shared as open-source code on GitHub.

Skillhound - AI Tool Detail

A search engine by Skillhound for discovering every public agent skill on GitHub, helping developers find or fill AI skill gaps.

Category：Skill

Visit Link：https://www.skillhound.ai/

Tags：AI skill discovery、GitHub agent search、developer tools、skill gap analysis