Aha Skills Finder

Runtime-agnostic agent skill for finding skill and capability candidates that first-pass registry, package, or search queries would likely miss.

What It Does

Aha Skills Finder helps an agent produce a traceable discovery artifact:

• multiple plausible skill or capability candidates
• source-surface coverage across registries, repositories, packages, tool catalogs, native runtimes, and curated lists
• query expansion and false-positive correction
• raw discovery signals such as downloads, installs, stars, metadata, claims, and source gaps
• handoff artifacts for later audit or adoption gates

It does not recommend adoption, rank winners, audit safety or source quality, install, enable, configure, publish, deploy, mutate runtime config, log in, or perform browser, provider, credential, live, or external-write actions.

Installation

Option 1: skills.sh

npx skills add its-how/aha-skills-finder

Option 2: ClawHub

clawhub install aha-skills-finder

Option 3: Manual copy

Copy the aha-skills-finder/ directory into your agent runtime's skills path.

Repo Contents

• aha-skills-finder/SKILL.md — agent-readable discovery workflow contract
• aha-skills-finder/sources.yaml — source-family prompt and selection guide
• aha-skills-finder/source-registries/ — seed registries for discovery sources
• aha-skills-finder/references/ — research brief and candidate pool contracts

License

MIT-0.

Contract Fixtures

• aha-skills-finder/fixtures/ — synthetic positive/negative contract artifacts for validator regression.
• aha-skills-finder/scripts/validate_contract_fixtures.py — stdlib-only fixture validator.