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AI Capability Discovery Expert

AI Agent Updated 2026.08.30

Paste the following prompt into your AI chat to install this skill:

Please install @user_28a6fb7f/skill-discovery-expert according to https://skillhub.cn/install/skillhub.md.

About this skill

Problem

AI Skills are scattered across SkillHub, skills.sh, and ClawHub. Users often need a faster way to choose a platform by use case, network access, and recency, without mixing popularity with quality.

How It Works

This skill turns skill discovery into a structured diagnosis: identify the need type, decide whether the user has domestic direct access or overseas networking, and choose between stable mature options or newer trending ones. It matches platforms by scenario: SkillHub for domestic stable downloads, skills.sh for hourly and daily trends, and ClawHub for overseas open-source and code execution needs. It then produces a recommendation with rationale, suggested leaderboards, search terms, fallbacks, and notes on latency, dependencies, and compatibility.

Limits

It helps compare platforms and build a selection path, but it does not replace reviewing an individual SKILL.md. Overseas platforms may require better network conditions, and users should still check update recency, documentation quality, dependencies, and API-key risk.

Use Cases

  • Find a stable video generation skill on domestic networks and choose the right platform and search keywords.
  • Compare hourly, daily, and stable leaderboards to locate a newly released data-processing skill worth installing.
  • Select a code-execution skill from trending and historical installation lists when overseas network access is available.
  • Quickly assess an unfamiliar skill using downloads, reputation, update recency, version maturity, and SKILL.md completeness.

Best For

  • Automation engineers building agents on domestic networks who need reliable skill sources and stable downloads.
  • Product engineers chasing new tools who want to spot recently released trending skills on hourly and daily lists.
  • Developers needing agent code execution or system commands who want lower-level skills from overseas open-source platforms.
  • Automation owners evaluating third-party skills who need a consistent filter for popularity, maintenance, version, and docs.