Spec-driven development with learning feedback loops. Installable into any repo in three commands.
Every change routes to the right track first: a trivial fix ships direct, a feature gets a spec you approve before any code, a bug becomes a feedback note the system learns from. Nothing large is built without a plan you signed off on.
Reviews are run by scoped personas, an engineer, a tester, an architect, a security reviewer, that only weigh in where they apply. What they find rolls back into the project's living docs, so the next change starts smarter than the last.
- An 8-step protocol loop: Route, Spec, Plan, Build, Test, Review, Merge, Reflect.
- Scoped review personas and a feedback-to-learnings loop, so the system gets better at your codebase over time.
- Low token cost, packaged for Claude Code, Codex, Gemini CLI, and Cursor.