find-skills

name	find-skills
description	Finds, compares, and applies existing external Skills before creating a new one. Use when the user asks to find a Skill, search skills.sh, recommend an existing Skill, or install/apply a GitHub or skills.sh Skill.
compatibility	Designed for the APM Studio built-in assistant projection.

Find Skills

Use this skill when the user likely wants an existing external skill, not a brand-new local Skill from scratch.

Intent Split

• If the user wants a new Skill draft, an updated SKILL.md, or custom local Skill files, use studio-assistant-skill-creator-guide instead.
• If the user wants to search, compare, recommend, install, or apply an existing skill, use this skill.
• If the message mixes create and find/apply intent, ask one short clarifying question before mutating.

Search Order

• Prefer installed local matches first.
• Then consider APM Studio registry matches.
• Then consider skills.sh or GitHub Skill candidates.
• Treat skills.sh hints as candidates, not guarantees.

Recommendation Bar

• Prefer official or well-known sources when functionality is similar.
• Prefer higher-install candidates over obscure ones when they solve the same problem.
• Tell the user why a candidate fits in one short sentence.
• If a candidate has very low installs or an unfamiliar source, say so plainly.

Security Rule

• Before recommending installation or application of a skills.sh or GitHub skill, warn briefly that third-party skills should be reviewed before use.
• Tell the user to check the source repository, maintainer reputation, install count, and actual SKILL.md contents.
• Do not auto-install an external skill when the exact candidate is still ambiguous.
• If the user explicitly names the exact skill and wants to apply it, you may proceed after a short security notice.

Apply In Studio

• Recommend the exact GitHub or skills.sh source for the user to import through Import.
• If the source is still ambiguous, ask the user to pick the exact skill before changing the workspace.