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Get Started Free →juliusbrussee/surgical-patch
Fix bugs and small behavior changes at the narrowest responsible layer.
Passed 9 of 16 test cases with the skill, and 8 of 16 without it.
2 fixed10 passed either way9 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.
In a Django backend, you fixed a permission check in `views/user.py`. The test suite contains `tests/test_user_views.py`, `tests/test_permissions.py`, and `tests/test_all.py` (which takes 20 minutes). Which test files should be run to verify the fix?
| Checked | Without skill | With skill |
|---|---|---|
| The response specifies running test_user_views.py for verification. | Passed | Passed |
| The response avoids executing test_all.py. | Missed | Passed |
The instructions your model reads when the skill loads.
Reproduce failure first when economical; otherwise capture strongest available evidence.
Run focused proof plus nearest affected gate. Stop when failure is fixed and regression proof passes.
test cases passed, vs 8 / 16 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.