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Category: AI Agent CapabilitiesNo API key required

auto-optimize-prompt

Iteratively auto-optimize a prompt until no issues remain. Uses prompt-reviewer in a loop, asks user for ambiguities, applies fixes via prompt-engineering skill. Runs until converged.

personAuthor: jakexiaohubgithub

Auto-Optimize Prompt

User request: $ARGUMENTS

Iteratively optimize a prompt until no issues remain.

Goal

Loop until prompt-reviewer 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 prompt-reviewer, 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.