01 / Verification by change type
Find the real enforcement point
Coverage has a 100% CI gate even though the local report configuration does not set a failure threshold. The guide names the workflow step to prevent a successful local command from being mistaken for proof.
Source excerpt starting at line 111.111Coverage must be 100%. The bar is the `uv run coverage report --fail-under 100` step of the `coverage` job in [`.github/workflows/main.yml`](.github/workflows/main.yml), not `pyproject.toml` — `[tool.coverage.report]` sets no `fail_under`, so reading `pyproject.toml` suggests there is no bar and a plain `coverage report` exits 0 on a regression.
02 / Verification by change type
Explain why matrix-wide coverage differs from local coverage
CI combines observations across test jobs, so a branch missed on one machine may be exercised elsewhere. The file prefers targeted local investigation and lets the combined CI result define complete coverage.
Source excerpt starting at line 113.113Let CI measure it rather than running the suite under coverage locally: CI combines coverage across the whole test matrix, so a line reached only by another matrix job looks missed on one machine, and a local number is both slow to get and misleading. When the `coverage` job fails it names the file and the missing lines and branches; cover those and push again. Reach for a local run only to check a specific file you are iterating on, with `uv run coverage run -m pytest <the relevant tests>` followed by `uv run coverage report --include='*/<file>.py'`.
03 / Behavioral framing
Preserve intentional warnings in production
Warnings-as-errors should be addressed in tests when the warning is deliberate. The file tells agents to expect or narrowly filter the warning instead of removing a useful user-facing signal.
Source excerpt starting at line 91.91Emitting a warning is safe even though the test suite converts warnings to errors. When a warning is intentional, update affected tests to expect it or narrow their warning filters instead of suppressing the warning in production code. Suppress a warning at a call site only when it would be a known duplicate or is intentionally irrelevant there.
04 / Behavioral framing
Verify a review finding against active rules
The review section gives a concrete example of a generally valid Ruff concern that does not apply because the rule is disabled here. It asks agents to inspect governing configuration before accepting or dismissing feedback.
Source excerpt starting at line 135.135A reviewer can be right about Python in general and wrong about this repository. For example, a reviewer may report a Ruff `S106` violation (hardcoded password passed as an argument). `[tool.ruff.lint]` in `pyproject.toml` selects `E4`, `E7`, `E9` and `F`, plus an `extend-select` list that does not contain `S`, and `uv run ruff check --select S106` reports many pre-existing hits. The rule is not enabled, so there is nothing to fix. Check the configuration that governs a finding before you accept it.
05 / Pointing at the source of truth
Separate source-relative links from published routes
The docs workflow uses a navigation manifest to define public routes. It requires source-relative links and rendered preview checks, avoiding deployment prefixes that would be wrong in repository source.
Source excerpt starting at line 20.20checkout. Verify the page and any anchor in a rendered preview, and never include the21deployment-specific `/docs` prefix in source links.