AgentSkillsCN

auto-optimize-prompt

不断迭代优化提示,直至不再存在任何问题。循环使用提示审查员,向用户征询模糊之处,再通过提示工程技能进行修正,持续运行直到达到收敛状态。

SKILL.md
--- frontmatter
name: auto-optimize-prompt
description: '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.'

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.