auto-optimize-prompt

name	auto-optimize-prompt
description	Iteratively auto-optimize a prompt until no issues remain. Uses review-prompt in a loop, asks user for ambiguities, applies fixes via prompt-engineering skill. Runs until converged.
metadata	{"internal":true}

Auto-Optimize Prompt

User request: $ARGUMENTS

Iteratively optimize a prompt until no issues remain.

Goal

Loop until a general-purpose agent that activates the review-prompt skill finds no issues: review → resolve NEEDS_USER_INPUT with user → fix via prompt-engineering → repeat.

• No path provided: Ask which file to optimize
• Working copy: Use /tmp/auto-optimize-*.md during iterations; apply to original only when converged

Constraints

Constraint	Why
Converge, don't cap	No iteration limits—run until no issues
Atomic output	Original unchanged until fully converged
DRY	Delegate review to a general-purpose agent activating the review-prompt skill, fixes to prompt-engineering
User-in-the-loop	NEEDS_USER_INPUT issues require user resolution (with context, options); skip if user declines

Output

Report: file path, iterations, issues fixed (auto vs user-resolved), issues skipped, summary of changes.