workflow-specification-process

To turn discussion notes into a standalone specification, provide your source material and topic name, then initiate exhaustive extraction to synthesize everything into a single, coherent, approved document.

A gate-driven specification workflow enforces mandatory review cycles, gap analysis, and explicit user confirmation before approval. You need it when transforming scattered research notes into validated, implementable documents requiring clean handoffs.

Source-tracking and artifact management are enforced through explicit manifests and mandatory frontmatter containing a name and description, ensuring every specification stands on its own with traceable origins.

Yes, this specification process synthesizes multi-source artifacts like research notes and investigation findings into a single coherent specification per topic, applying exhaustive extraction to capture all relevant details.

Manual specification writing lacks mandatory structure, source-tracking, and explicit approval gates, leading to fragmented handoffs. A gate-driven workflow enforces frontmatter, review cycles, and manifest-driven tracking to prevent gaps.