deepen-wiki

To add design intent and constraints to API documentation, analyze source comments and implementation details to extract design motivations, lifecycle constraints, thread safety rules, and failure modes, upgrading structural outlines into maintainable technical context.

Documenting cross-module contracts involves recording implicit protocols between modules and analyzing change sensitivity to map upstream and downstream impacts, ensuring modifications to core APIs are tracked against their broader system dependencies.

Extracting design decisions from source code requires analyzing call contexts and implementation details to capture the reasoning behind structural choices, moving beyond surface-level functional descriptions to document why specific architectural constraints were established.

Yes, you can audit technical docs to identify missing failure modes related to network, encryption, and state machines, applying anti-hallucination safeguards to verify that documented constraints accurately reflect the underlying implementation logic.

Yes, this approach specifically targets development guides with only structural outlines by injecting deeper technical context, transforming basic functional descriptions into auditable documentation complete with constraints, contracts, and change-impact analysis.