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About SkillsMP
An Open Map of the Agent Skills Ecosystem
See which experiences, workflows, and judgment patterns different fields are writing into SKILL.md
Why This Site Exists
I started SkillsMP from a simple curiosity: as agent skills began to appear, what kinds of skills would people actually write?
- 2M+ skills scattered across GitHub repositories
- Search alone makes it hard to see what is emerging across different fields
- If attention only follows popularity or rankings, many new directions may stay unseen
Belief
What I want to understand is not only how to write a better skill, but an earlier and more open question: what else could become a skill?
SkillsMP does not rush to judge skills. It first organizes them into a map that can be explored:
- Browse by occupation to see which agent skills are appearing in different fields
- Follow creators and repositories to understand where those skills come from
- See which workflows, judgment criteria, and domain habits people are writing into SKILL.md
- Return to the real source before deciding whether to install or reuse anything
The skill ecosystem is still early. The most interesting skill in a field may not be the most popular one yet; it may have just appeared and not been seen by enough people. GitHub stars and popular lists can provide heat signals. SkillsMP tries to add classification, source context, and cross-domain discovery.
What We Do
SkillsMP builds this map first, so people can enter the ecosystem from different angles:
- Collect 2M+ SKILL.md files from public GitHub repositories
- Provide keyword search, occupation categories, and category filters
- Build cross-domain browsing around 800+ occupations
- Show creators, repositories, and source links so you can judge from the real project
- Open an API so the community can build its own search, recommendation, or agent skill
- Available in 9 languages
What's Next
The number of skills is already large, and finding the right ones is becoming difficult by itself. That is why SkillsMP provided an API early. As for an official SkillsMP skill, I have not rushed to release one, because there is no simple answer yet to how a skill should be evaluated. Until that becomes clearer, SkillsMP will keep improving the map, classifications, and source context.
Disclaimer
Skills Marketplace is an independent community project and is not affiliated with Anthropic or OpenAI. Skills are sourced from public GitHub repositories. Always review code before installation.
Get in Touch
Have questions or feedback? Feel free to reach out.
Connect with me on Reddit or X/Twitter. If you have ideas on how to improve skill discovery and curation, let's chat!
Support This Project
If you find SkillsMP useful, consider buying me a coffee!
