kb-query

Query a local project knowledge base by asking a natural language question to retrieve structured findings with inline citations and per-source provenance. The skill performs multi-source retrieval across activated libraries, returning concise, evidence-backed conclusions for decision making.

Retrieving research findings from a repository knowledge base is best handled by stateless shelf-index reads that ensure fresh results. This approach restricts reads to the specified scope and returns structured evidence with citations, preserving per-source provenance across the activated libraries.

Yes, retrieving findings from multiple knowledge base sources includes per-source provenance and inline citations. The skill enforces stateless shelf-index reads across the activated libraries, ensuring fresh results while presenting concise, evidence-backed conclusions for each source.

Knowledge base retrieval restricts reads to the specified scope through stateless shelf-index reads. This ensures fresh results by enforcing scope limitations during the multi-source query process, returning structured findings with citations while preserving per-source provenance.

Ensure fresh results when querying a project knowledge base by using stateless shelf-index reads. The skill enforces these reads to retrieve the most relevant findings from activated libraries, returning structured evidence with citations and preserving per-source provenance.