Start from the task
Users do not buy a Skill name. They want a result for a job-to-be-done.
Popularity is not task fit.
Skill marketplaces are fragmenting. SkillFit helps people who already use AI agents choose Skills by concrete task, evidence, safety, and output quality.
Who this is for now
The MVP is built for PMs, creators, founders, small teams, and independent builders who can use AI agents but do not want to read every Skill README, GitHub repo, or install note before deciding what to try.
- You know the task you need done, but not which Skill fits it.
- You care about output quality, not only marketplace popularity.
- You want a quick test prompt before adding a new Skill to your workflow.
Show evidence
Separate official claims, user feedback, tests, and Arena duels.
Check before install
Skill recommendations should include source, permissions, and safety notes.