StockApp Knowledge Evolution Strategy

To keep documentation aligned with code changes, run a phase-driven evolution process that scans recent work, audits existing knowledge artifacts, resolves conflicts, and synthesizes verified updates into the Knowledge Warehouse for StockApp and related libraries.

Tri-level architecture for knowledge base maintenance categorizes system knowledge updates into Rules, Workflows, and Skills, distributing context to support scalable, long-term traceability between code, documentation, and knowledge artifacts.

You should run a knowledge evolution process during major feature completions, when documentation conflicts arise, or during strategy shifts across the knowledge base and related libraries to preserve traceability between code and docs.

To resolve documentation conflicts caused by drift, execute a phase-driven workflow that discovers code changes, audits existing artifacts for inconsistencies, and synthesizes corrected updates to synchronize documentation with the current architecture.

No, the StockApp knowledge evolution workflow operates without external dependencies, using an internal phase-driven process to coordinate updates across the knowledge base, related libraries, and the verified Knowledge Warehouse.

Knowledge bases lose traceability when updates are informal; this evolution strategy prevents drift by enforcing a tri-level distillation of Rules, Workflows, and Skills to preserve links between code, docs, and knowledge artifacts.