Prompt debugger
Debugging prompts that generate unexpected AI outputs—diagnosing failure modes, identifying ambiguous and conflicting instructions, testing variants, and comparing model responses.
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What this skill does
Debugging prompts that generate unexpected AI outputs—diagnosing failure modes, identifying ambiguous and conflicting instructions, testing variants, and comparing model responses.
- Clarifies goals, inputs, and success criteria
- Preserves evidence and marks uncertain boundaries
- Produces structured, editable results