Claude API Skill: Prompt Audit Workflow
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Claude API Skill: Prompt Audit Workflow A Claude Code skill subcommand that audits prompts for anti-patterns like over-verification, redundant emphasis, stale examples, and contradictory rules, producing a report and a diff.
Prompt ContentSave
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/claude-api prompt-audit
Scan the prompts and skill files in your project to find outdated or problematic writing for the current model. Examples include: over-verification (making the model repeatedly confirm its output), redundant emphasis phrases, outdated few-shot examples, and contradictory rules. Outputs two things: an audit report (marking specific files, line numbers, and problem patterns) and a diff with modification suggestions.
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Usage
This prompt is designed for use with coding. Copy the prompt content above and paste it into your preferred AI tool.
For best results, you may customize the placeholders (indicated by square brackets or capital letters) with your specific requirements.
References
- Category: coding Prompts
- Source: https://x.com/dotey/status/2095329314778607932#prompt-2
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