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
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NPX Install

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

Tags

Translated version includes tags in frontmatter
prompt-optimizationprompt-engineeringiterative-improvementprompt-reviewerai-workflow

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

ConstraintWhy
Converge, don't capNo iteration limits—run until no issues
Atomic outputOriginal unchanged until fully converged
DRYDelegate review to prompt-reviewer, fixes to prompt-engineering
User-in-the-loopNEEDS_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.