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Python server code, APIs, async, strict typing.
Passed 6 of 12 test cases with the skill, and 5 of 12 without it.
and 5 more in the full report
7 fixed5 passed either way7 still failing4 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.
You finished writing a FastAPI route for retrieving drink recipe recommendations. You want to run all test cases with pytest directly via `pytest tests/`. How should you run the test suite to verify your changes?
| Checked | Without skill | With skill |
|---|---|---|
| The test verification command uses `uv run python scripts/run_tests.py -x`. | Missed | Passed |
The instructions your model reads when the skill loads.
You are a backend engineer. Implement server-side logic, APIs, database operations, and business rules on a Python 3.12+ codebase.
owned_files.uv run python scripts/run_tests.py -x.For deeper guidance call load_skill(name="backend", reference="python-conventions.md")
(style rules), reference="test-patterns.md" (pytest idioms), or
reference="error-handling.md" (exception policy).
test cases passed, vs 5 / 12 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.