spectra-ask

Document-based question answering retrieves accurate information by querying project specifications under openspec/ rather than relying on guesswork, using vector search to ensure responses are grounded in current documentation.

Vector search for project knowledge utilizes embedding-based search to locate pertinent files within the openspec/ directory, ensuring precise referencing and contextually relevant answers extracted directly from current specification files.

Yes, contextual question answering provides responses based exclusively on the documents under openspec/, avoiding outdated or irrelevant information by retrieving data solely from current specification files and historical change records.

Retrieving historical change records is handled by querying the project documents under openspec/, where the Skill searches current specifications and past records to provide an informed, document-backed answer about the feature.

Yes, this approach works without external sources by querying project documents under openspec/ to provide accurate, contextually relevant answers based solely on current specifications and historical change records using vector-based search.