auto-optimize-prompt

Original：🇺🇸 English

Translated

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.

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Sourcedoodledood/claude-code-plugins

Added on2026-03-01

NPX Install

npx skill4agent add doodledood/claude-code-plugins auto-optimize-prompt

SKILL.md Content

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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.