artgraph-bootstrap

Traceability bootstrapping links requirements to implementation code and tests. This skill automates that process by proposing spec entries and traceability markers based on your existing project structure for a quick cold-start.

Deterministic requirement-to-code mapping verifies traceability links without relying on LLMs. It uses the artgraph CLI toolchain to scan your project and confirm that requirements are correctly implemented and covered by tests.

To generate traceability tags for undocumented source files, ask the skill to initialize traceability tags for the target directory. It will analyze the project structure and propose matching spec entries and markers.

Yes, you can verify traceability links without LLMs by using the artgraph CLI toolchain. It provides deterministic, non-LLM verification to scan and ensure requirements are correctly implemented and covered by tests.

Yes, this traceability tool is designed for projects with no prior requirement tracking. It provides a cold-start approach to seed your traceability graph by tagging existing tests and implementation files directly.

You should avoid automated traceability tagging if your project requires LLM-based verification instead of deterministic checks, or if your codebase already maintains accurate, up-to-date requirement documentation and traceability graphs.