grace-generate

To generate module code with semantic markup, use a tool that parses your development-plan.xml and knowledge-graph.xml to produce source files with START_MODULE_CONTRACT and START_BLOCK markers. This ensures contract fidelity and consistent graph synchronization.

A graph delta proposal in multi-agent code generation is a structured output containing module ID, imports, exports, and crosslink suggestions. It allows a controller agent to review knowledge-graph updates before applying them, rather than writing directly to the graph file.

To synchronize a knowledge graph after generating module code, you can either update docs/knowledge-graph.xml directly in standalone mode or return a structured graph delta proposal in controller-driven mode for centralized review and application.

Code generation with GRACE markup supports module-local verification by performing type checks, lint, and local tests. It returns a concise implementation packet listing files changed, verification results, sync output, and open assumptions.

You can use automated code generation for controller-driven multi-agent workflows by operating in a mode that produces a graph delta proposal instead of direct updates. This provides the controller with module ID, imports, exports, and crosslink suggestions for review.

To start generating code from a module contract, you need docs/development-plan.xml and docs/knowledge-graph.xml files with the target module registered. The generation tool uses these entries to produce source files with semantic markup and verification results.