audit-fix-loop

What problem does it solve?

This Skill addresses the challenge of ensuring high-quality output by implementing a structured, iterative improvement process that prevents the agent from approving its own work.

Core Features & Use Cases

• Independent Auditing: Ensures that the entity performing the audit is separate from the entity performing the fix, preventing biased self-assessment.
• Scored Iterations: Progress is measured by objective scores against defined criteria, with a clear threshold for completion.
• Targeted Fixing: Focuses on addressing the most severe issues first in each iteration.
• Use Case: You have a draft of a critical report. You can use this Skill to have an independent auditor score it against a style guide and factual accuracy checklist. If it doesn't meet the 9.5/10 threshold, the Skill will then attempt to fix the highest-priority issues before undergoing another independent audit.

Quick Start

Use the audit-fix-loop skill to iteratively improve the quality of the 'draft-report.md' file using AI anti-patterns and style guide scorers until it reaches a score of 9.5.