A stack-agnostic, self-improving AI development framework as a Claude Code plugin.
A starter cadence.yaml for a typical Python project.
commands:
format: ["ruff format --check ."]
lint: ["ruff check .", "mypy ."]
test: ["pytest"]
boundaries:
- where: "src/myapp/features/**"
forbidden:
- "src/myapp/data/sources/**"
- "src/myapp/data/repositories/**"
reason: "Features must read via narrow providers in src/myapp/app/providers"
- where: "src/myapp/data/sources/**"
forbidden:
- "src/myapp/features/**"
- "src/myapp/app/**"
reason: "Data sources are leaf-level"
- where: "**/*"
forbidden:
- "src/myapp/data/models/**"
reason: "Models live in src/myapp/domain/models; data/models is forbidden"
myapp with your top-level package namefrom X import Y, import X, and
relative-import patternspoetry run
prefix can be added if needed)