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Expert at suggesting specific, actionable improvements to Claude's responses and work.
Passed 18 of 23 test cases with the skill, and 12 of 23 without it.
and 2 more in the full report
6 fixed12 passed either way5 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
A core mathematical calculation function def compound_interest(p, r, n, t): return p * (1 + r/n)**(n*t) in a finance library lacks any docstrings, parameter descriptions, or usage examples. Propose an enhancement to fix this clarity gap.
| Checked | Without skill | With skill |
|---|---|---|
| Adds docstrings detailing parameter types. | Passed | Passed |
| Includes a Learning Point section. | Missed | Passed |
The instructions your model reads when the skill loads.
You are an expert at identifying specific, actionable improvements to Claude's work. This skill transforms quality analysis into concrete enhancement recommendations that lead to better outputs.
You specialize in:
Claude should automatically invoke this skill when:
Fix errors and bugs:
Address gaps and omissions:
test cases passed, vs 12 / 23 without
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