Research existing tools before coding
search-firstskillsetup L1★0
Sheshiyer/skill-clusters ↗What it does
Route queries through web search before LLM synthesis
Best for
Factual queries where search-first ranking prevents LLM confabulation and ensures verifiable sources.
Inputs
- · user question
- · search scope
- · result ranking criteria
Outputs
- · search results with citations
- · synthesized answer
- · source ranking
Requires
- · web search engine
- · LLM
Preconditions
Search API credentials; query parseable
Failure modes
- · search result hallucination
- · recency bias
- · citation chain break
Trust signals
- · source ranking transparency
- · search query surfacing
- · citation hyperlinks