Apply targeted fixes to failing artifacts based on validation issues. Improves hook density, singability, rhyme tightness, section completeness, and profanity compliance with minimal changes. Use after VALIDATE fails (≤3 iterations) to address specific quality issues before re-composing.
Applies minimal, targeted improvements to artifacts that fail validation. Analyzes the issues list from VALIDATE and makes surgical fixes to the lowest-scoring component (lyrics, style, or producer notes) without unnecessary rewrites.
Invoke this skill after VALIDATE returns pass: false. The orchestrator enforces a maximum of 3 fix iterations per run.