Internet Skill Finder

Find current, relevant Agent Skills without relying on a frozen repository list or cached popularity snapshot. Search first, verify the actual source, compare candidates, and keep discovery separate from installation.

Read the SandBase API map when host-provided repository or web search is insufficient and SandBase search or scraping is available.

Clarify the target

Extract the task, target agent, operating system or runtime, preferred ecosystem, license constraints, offline requirements, and acceptable external services. Ask only when a missing constraint would change the recommendation.

Search the local installed-skill inventory first so an existing capability is not recommended as a duplicate. Then use an authorized repository search, package index, or web search. Prefer official project pages and source repositories over directories that merely repeat descriptions.

Discover candidates

Build two or three focused queries from the user's goal and common synonyms. Bound ordinary discovery to six search calls and never repeat an unchanged query.

When using SandBase: