Jueki Skill: An Agent That Finds Its Own Skills

What it is · Why you need it · How to install · 3 scenes × 6 one-click real skills

Deep Skill Finder

People hunting skills in an ocean

You hand your agent a new task and it says it can't. The community has a ready-made skill for exactly this — you just don't know its name or where it lives. Browsing skill marketplaces feels like fishing in an ocean; the search takes longer than the work. Then you find out the agent can search and install skills itself.
Deep Skill Finder community · needle-in-haystack user
Every new agent means reconfiguring skills from scratch: one set for Claude, one for Codex, one for Cursor. Worse, install commands aren't portable — your handover doc is a list of 'go search this keyword on that marketplace.' You want configure-once, works-everywhere.
Deep Skill Finder community · multi-agent switcher
Everyone on the team keeps a private skill stash; when someone hits a wall, they search alone and re-trip the same traps. Last month a teammate solved your exact blocker with one skill — you only found out this week. Skills that can't be found are the biggest efficiency leak.
Deep Skill Finder community · team-lead

Real voices scattered across Reddit / Hacker News / X / dev forums — stitched together, this is what people go through when doing "Install the Jueki skill into your agent and run it with 3-sentence triggers".

Lazy path · recommended
Install deep-skill-finder once — let your Agent find Skills for you
Whatever "Install the Jueki skill into your agent and run it with 3-sentence triggers" 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.

Or browse common-scene Skills below. Learn more about deep-skill-finder → meyo.life/skill

Jueki Use Cases × Skill Picks

Install them all, or just pick 1–2 by name. Don't worry about picking wrong — they're free, uninstall anytime.

One-Sentence Skill Search

Task-semantic matching

For people who don't know the skill's name

Search the Meyo community for the best-fit skill for the current task — the official search entry of the Deep Skill Finder ecosystem
Search the Meyo community for the best-fit skill for the current task — the official search entry of the Deep Skill Finder ecosystem
554 users
The all-in-one multi-skill search: fires on 'is there a skill that can…' and 'find me a skill for X' style asks
The all-in-one multi-skill search: fires on 'is there a skill that can…' and 'find me a skill for X' style asks
831 users

Chinese Skill Search

Chinese-first experience

For Chinese-workflow users

Chinese-first skill search & install: triggers automatically when you need to search, browse, or install skills from online skill libraries
Chinese-first skill search & install: triggers automatically when you need to search, browse, or install skills from online skill libraries
1249 users
Find and search skills on SkillHub: keyword tokenized search plus top-level tag filtering — the most-installed skill search entry
Find and search skills on SkillHub: keyword tokenized search plus top-level tag filtering — the most-installed skill search entry
48011 users

Auto-Install & Verify

Works right after install

For people who hate fiddling

Searches, filters, and installs the best-matching skill from ClawHub for the current task, with version pinning and post-install verification
Searches, filters, and installs the best-matching skill from ClawHub for the current task, with version pinning and post-install verification
953 users
SkillHub auto-installer: one-click install of discovered skills into your local library
SkillHub auto-installer: one-click install of discovered skills into your local library
690 users

💬 Join the Deep Skill Finder Community

Trade "Install the Jueki skill into your agent and run it with 3-sentence triggers" workflows with other Deep Skill Finder users and get install help

QR code to join the Deep Skill Finder Discord community

FAQ

Q: What is the Jueki skill?
A: Jueki (deep-skill-finder) is a skill-retrieval capability for your agent: on receiving a task, the agent automatically searches the community's 50,000+ skill library, recommends methods matching the task, and completes the install. It's not a single skill but an entry mechanism for finding, installing, and using skills. The most direct community implementation is meyo-skill-finder (554 installs) — search the Meyo community for the best-fit skill for the current task.
Q: How is this different from searching a marketplace manually?
A: Three ways. Marketplace search depends on you guessing keywords; Jueki matches on task semantics — say 'track GitHub Trending for me' and it recommends ready-to-use skills like ai-project-radar. It turns search→choose→install→verify into an agent-driven flow — multi-find-skills (831 installs) is built for one-liner asks like 'is there a skill that can help.' And it installs on match, no per-skill install docs to study.
Q: How do I install it?
A: Copy the install command on this page and paste it into Claude Code / Codex / Cursor / WorkBuddy / CatPaw or any skill-capable agent — the agent completes the install itself. You can also one-click install meyo-skill-finder from the community skill page. After that, the agent triggers retrieval proactively on tasks it can't do.
Q: What about the Chinese experience?
A: The ecosystem has dedicated Chinese-first tooling: skill4agent-cn (1,249 installs) triggers automatically whenever you need to search, browse, or install skills from online libraries, with Chinese UX first. For raw reach, find-skill-skillhub (48,011 installs) is the most-installed general search entry and covers both Chinese and English tasks. Jueki itself has zero discount on Chinese semantic understanding.
Q: Will my agent install random things?
A: No. Recommendations are candidates — you confirm what gets installed. For security-audited flows, see skill-ecosystem-ops: dual-store skill mining, security review, then sandboxed install — mechanically keeping unvetted skills out of your main environment. Jueki recommends public community skills with traceable sources.
Q: Is it free?
A: Community skills are essentially all free under their repo licenses. Jueki is retrieval-and-install orchestration running inside your own agent — no extra charge.

Related Reading

Jueki Advanced: Skill-Library Governance & Multi-Store Search What Is Deep Skill Finder: The AI Agent Skill Search Engine How to Create a Skill in Claude: Write Your First SKILL.md What Is a Self-Improving Agent: From Concept to Practice Prompt Engineering 101: From Correct to Excellent AI News Tracking: Let Your Agent Read the Whole Feed