skill-finder

To find the best matching skill, the system scans all installed SKILL.md frontmatter, semantically ranks the top 3 candidates, and provides concise rationale for each match based on your request.

Skill routing evaluates matches across all installed skills by scanning their SKILL.md frontmatter, then ranks candidates semantically to determine the most relevant skill for the user's intent.

Yes, the system provides a ranked shortlist of the top 3 matches with explanations and requires explicit user confirmation before activating the chosen pluggable skill to prevent unintended actions.

The best way to reduce guesswork is using semantic rankings to evaluate matches across all installed skills, delivering a top 3 shortlist with concise rationale for efficient selection.

Yes, explicit user confirmation is required before activation control executes the chosen skill, ensuring the semantic ranking process prevents unintended automated actions.