spectra-ask

To get answers from openspec documents without relying on general knowledge, use a doc-grounded QA approach. This ensures all responses derive strictly from openspec documents, performing vector search over specs and guidelines to provide grounded answers.

Yes, you can query openspec project context, specs, changes, and AGENTS guidelines across different languages. The system performs vector search over openspec documents and reads matched files in priority order to deliver accurate results.

The best way to ask questions grounded strictly in openspec documentation is to trigger a search-first workflow. If a question is provided, the system searches the documents; if not, it infers the query from conversation context.

Yes, the doc-grounded QA system provides source citations for openspec specs. It reads matched files in priority order and includes references to matched openspec files directly in its responses.

Documentation queries might return answers outside of openspec files if the tool relies on training data. Using a search-first, doc-grounded QA tool prevents this by ensuring all answers derive strictly from openspec documents.