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…/illustrated-agent-skills/adversarial-polish
home/skills/jimliu/illustrated-agent-skills/adversarial-polish
jimliu avatar

adversarial-polish

byjimliu· 68 skills

Installs

1

Stars

612

Forks

83

Category

Content & Copywriting

View on GitHub

TL;DR

多轮对抗式稿件打磨技能。通过"批评→改写→综合→盲评"循环,像学术同行评审一样反复打磨稿件直到收敛。所有中间产物(批评、改写、综合、评分)保存为独立文件,完整记录进化过程。当用户说"对抗打磨""反复打磨""深度打磨""多轮润色""盲评打磨""打磨到收敛""帮我把这篇稿子磨一磨""pressure polish""adversarial polish"时触发。也适用于用户说"这篇稿子很重要,帮我好好打磨"或"我需要更高质量的润色"等暗示需要超越单轮润色的场景。注意:如果用户只是要求普通润色,优先使用已有 polish 技能。本技能适合对质量要求极高、愿意花更多时间打磨的稿件。

How to install adversarial-polish?

jimliu/illustrated-agent-skills/adversarial-polish
$npx -y skills add jimliu/illustrated-agent-skills --skill adversarial-polish

Installs into the current project.

›Prefer a prompt? Paste this to your agent

Use this skill

Run `npx skills use "https://github.com/jimliu/illustrated-agent-skills" --skill "jimliu/illustrated-agent-skills/adversarial-polish"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.

Use the whole pack

Use the skills in "https://github.com/jimliu/illustrated-agent-skills" that are relevant to the current task. Run `npx skills add "https://github.com/jimliu/illustrated-agent-skills"` and select the relevant skills, then follow their instructions.

Preview

jimliu/illustrated-agent-skillsjimliu/illustrated-agent-skills

$ npx -y skills add jimliu/illustrated-agent-skills --skill adversarial-polish

▸ installing to .claude/skills…

✓ adversarial-polish ready

Repojimliu/illustrated-agent-skills
TypeSkills
CategoryContent & Copywriting
ForContent CreatorMarketer
UpdatedJun 2026
License—
First seenJul 27, 2026

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