| ## Summary | |
| - What changed? | |
| ## Why | |
| - Why is this change needed? | |
| ## Linked issue or context | |
| - Issue number, discussion, or background. | |
| ## Testing | |
| - Commands run: | |
| - `uv run ruff check tests --exclude tests/file.py` | |
| - `uv run mypy --follow-imports=skip --ignore-missing-imports tests/test_*.py tests/conftest.py` | |
| - `uv run --with pytest-cov pytest -q -m "not requires_secrets" --cov=shinka --cov-report=term-missing --cov-report=xml:coverage.xml` | |
| - Optional secret-backed tests: | |
| - `uv run pytest -q -m "requires_secrets"` | |
| - Results: | |
| ## Risks and compatibility | |
| - Breaking changes, migrations, limitations, or follow-up work. | |
| ## Core evolution pipeline evidence | |
| If this PR changes the core program evolution pipeline, provide: | |
| - Example or benchmark used | |
| - Baseline used for comparison | |
| - Exact command/config used | |
| - Metric comparison | |
| - Short interpretation | |
| ## Docs and UI | |
| - Docs updated if needed | |
| - Screenshots attached if UI/WebUI behavior changed | |