Advanced Skill Finder Tips: From Query to Verified Install

Vague queries like 'find me a skill' underperform; splitting your need into scene + action + constraint doubles the hit rate. Same intent, different phrasing, wildly different top-1 results - query writing is a craft of its own.

Community · search tuning notes

Finding the skill is step one. High install count, but it depends on an overseas CLI. Great description, but the trigger never fires. Pre-install safety review and post-install functional checks are the difference between 'found a good skill' and 'installed a decoration'.

Community · search data analyst

When my agent picks skills I care about one thing: why this one? A bare link list means I re-research everything; results with reasons, safety tiers and setup requirements double my decision speed. The quality data agrees - engines hitting ~91% top-1 on high-frequency needs all return structured, reasoned results.

X · agent engineer

Lazy path · recommended

Install deep-skill-finder once — let your Agent find Skills for you

Whatever "improving skill search hit rate and install quality" task you have, MEYO already has the matching Skills. You don't need to hunt one by one — install deep-skill-finder and your Agent will auto-search MEYO's 50,000+ Skill library on every task, recommending the best match. You just say what you want to do — matching Skills is the Agent's job.

Copy → paste into Claude Code / Codex / Cursor / WorkBuddy / CatPaw · Agent installs automatically:

Please install the deep-skill-finder skill: download the archive from https://www.meyo.life/skill-finder, extract it into your local skill directory and enable it.

Q: How should I write queries for better hits?

A: Formula: scene + action + constraint. 'Analyze data' loses to 'fetch AI news every morning and generate a daily report'; adding platform or language constraints helps more. For depth, ah-search-specialist teaches query optimization methodology - boolean operators, synonym handling and query expansion. High-frequency 'deep skill finder' queries hit ~91% top-1 when the need is stated completely.

Q: What if search returns nothing useful?

A: Three moves: rephrase the need; widen recall with multi-find-skills across three ecosystems; accept it may not exist and create it yourself - see the Related Reading guide on writing a SKILL.md from scratch, then use skill-discoverability-optimizer to make it findable by others.

Q: How do I judge whether a skill is worth installing?

A: Four checks: safety tier (find-skill-zqc badges green to red), installs plus author reputation, dependency requirements (overseas services, CLI environments), and whether the description's trigger words are concrete. Then validate post-install with xiaosanwan-skill-validator.

Q: What does post-install verification look like?

A: Two steps: file-level integrity (directory structure, dependencies, frontmatter) then functional smoke tests on small tasks. xiaosanwan-skill-validator automates both and produces a scored report; for multi-step workflow skills, run each scene once end to end.

Q: Do multiple search engines conflict?

A: No, they complement: find-skill-skillhub covers SkillHub, multi-find-skills spans three ecosystems, skill-index builds a local index. Keep one as your daily driver and use others for backup recall - installing all makes trigger words overlap and confuses the agent.

Q: How do I make my own skill easier to find?

A: Run skill-discoverability-optimizer's diagnose-optimize-verify loop: audit the SKILL.md name, description, triggers and tags; auto-rewrite bilingual descriptions; then live-test whether discovery engines actually surface it and where it ranks. It's SEO for your skill.