orchestrating-knowledge-workflows

Knowledge base updates are managed through a plan-build-improve cycle that creates specifications, executes approved changes, and extracts iterative learnings. This workflow ensures accurate implementation and continuous content improvement.

The spec-as-contract pattern treats specification documents as binding agreements for knowledge base updates. It requires user approval of the spec before any content execution occurs, ensuring accurate and controlled implementation.

Content changes are planned by generating specification documents for the desired updates. The workflow then pauses for a review stage, requiring explicit user approval of the specifications before moving to the build execution phase.

Knowledge base updates cannot proceed without user approval. The workflow enforces a review stage where specifications must be explicitly approved before the build stage executes any content changes.

The improve stage extracts learnings and updates expertise after a successful build. It completes the plan-build-improve cycle by iteratively refining content management practices based on the workflow results.

Knowledge workflows require sequential execution for proper workflow management. The plan, build, and improve stages must run in order to maintain the spec-as-contract pattern and ensure accurate content implementation.