stop-slop：消除 AI 腔调

专治文档/commit/PR 中的 AI 套话。强制简洁、去除所有冗余礼貌用语。

📋 SKILL.md 完整代码

---
name: stop-slop-skill
description: >-
  专治文档/commit/PR 中的 AI 套话。强制简洁、去除所有冗余礼貌用语。
  Use when working on stop slop skill tasks.
allowed-tools: Read,Write,Bash
---

# stop-slop：消除 AI 腔调

## Quick Start
1. Save as `~/.claude/skills/stop-slop-skill/SKILL.md`
2. Restart Claude Code
3. Type `/stop-slop-skill` or describe your task naturally
4. Claude auto-triggers when your task matches the description

## Instructions
- Understand the user's specific context and needs
- Apply domain best practices consistently
- Provide actionable, specific guidance with examples
- Verify all outputs before presenting to user

## Gotchas
- Test with a fresh Claude instance after changes
- Keep SKILL.md under 500 lines; use references/ for details
- Description is the trigger key — make it specific and keyword-rich

🚀 怎么用

1. 复制上面的 SKILL.md 代码
2. 保存为 ~/.claude/skills/stop-slop-skill/SKILL.md
3. 重启 Claude Code
4. 输入 /stop-slop-skill 或直接描述任务触发
5. AI 自动按 Skill 流程执行

解决什么

AI 写的 commit message 满篇 'update' 'fix issue' 'improve performance'——等于没写。文档里全是 'This component is responsible for...'——全是废话。stop-slop 强制：commit 写 what+why 不超过 72 字符、文档只写 usage 不写实现。

SKILL.md

name: stop-slop description: Eliminate AI slop from docs/commits/PRs. Enforce concise, human-worthy output. Use for all writing tasks. # Stop Slop ## Commit rules - Subject ≤ 72 chars - Format: verb + what + why - NO: 'update', 'fix issue', 'improve' - YES: 'fix login redirect loop caused by stale token' ## Doc rules - Skip 'This component is...' - Start with usage example - Delete everything ChatGPT would say