Turn a plain TODO comment into a small structured spec, for example with fields like goal, constraints, acceptance, and review-hotspots.
Instead of only telling the agent “implement this TODO,” the system can use that structured block to guide the full workflow, for example:
- implementation: generate code against a clearer local spec
- testing: run the relevant checks tied to the TODO
- review: surface the risky parts a human should inspect first
- trace: record what was changed, what was tested, and whether the task was truly completed
This makes implement-todo much more than a prompt helper. It becomes a spec-driven entry point for local AI coding tasks: small, structured, reviewable, and easier to verify.
This block might be a template / snippet, it can shows up in either TODO comment, or task file (ai-code-prompt-mode)
Relevant article: https://martinfowler.com/articles/exploring-gen-ai/sdd-3-tools.html
Turn a plain TODO comment into a small structured spec, for example with fields like goal, constraints, acceptance, and review-hotspots.
Instead of only telling the agent “implement this TODO,” the system can use that structured block to guide the full workflow, for example:
This makes implement-todo much more than a prompt helper. It becomes a spec-driven entry point for local AI coding tasks: small, structured, reviewable, and easier to verify.
This block might be a template / snippet, it can shows up in either TODO comment, or task file (ai-code-prompt-mode)
Relevant article: https://martinfowler.com/articles/exploring-gen-ai/sdd-3-tools.html