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Comprehensive debugging specialist for errors, test failures, log analysis, and system problems.
Passed 19 of 23 test cases with the skill, and 16 of 23 without it.
and 2 more in the full report
4 fixed15 passed either way3 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
A Python application started failing on deployment, but no code changes were merged today. Developers suspect an updated transitive dependency. What CLI command displays installed Python package versions, and what git command shows recent commit logs?
| Checked | Without skill | With skill |
|---|---|---|
| recommends pip freeze to inspect installed Python package versions | Passed | Passed |
| recommends git log --oneline -10 to check recent commit history | Missed | Passed |
The instructions your model reads when the skill loads.
Collect all relevant context about the issue:
Error details:
Environment:
# Check recent changes
git log --oneline -10
git diff HEAD~5
# Check dependency versions
npm list --depth=0 # Node.js
pip freeze # Python
test cases passed, vs 16 / 23 without
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