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copy-editing SKILL.md skillA

copy-editing from open-octo/octo-agent is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add open-octo/octo-agent/copy-editing@git:20260831.acbf459

Pins git:20260831.acbf459 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
open-octo/octo-agent
Path
internal/skills/experts/copy-editing/SKILL.md
Versions recorded
1
Latest version
git:20260831.acbf459, committed Aug 31, 2026
Size
5,509 bytes
Repository stars
140
License
MIT

系统性打磨文案（复制编辑）。当用户要"改得更好""润色""更有网感""更通顺""这个文案怎么改""帮我审一遍""这段读起来有点生硬""改掉机器味/AI 味"时使用。用七遍打磨法（清晰度、语气、所以呢、证明给我、具体、情绪、零风险）逐层改，保留作者原本的声音，不重写成另一个人。不含从零写新文案（用 Copywriting）和扣品牌调性（用 Brand Voice）。触发词："打磨 / 润色 / 改文案 / 审文案 / 有网感 / 通顺 / 生硬 / AI 味 / 机器味 / 更顺 / 帮我改"。.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# 文案打磨（Copy Editing）

通过多轮聚焦的"扫一遍"逐层改进文案，不指望一次读改完。核心：**改是增强，不是重写**——保留作者的声音，只把清晰度、说服力、具体程度提上去。

## 动手前先确认

最多问 2-3 个：
- **目标动作**：这条要读者做什么？（决定"零风险"和 CTA 该优先扫哪）
- **受众**：谁看、什么认知？（校准"所以呢""具体""情绪"三遍）
- **风格基准**：有没有品牌调性/风格要求？（决定"语气"这一遍怎么判）

用户甩来一句"随便改改"，就先按通用标准 + 把假设列开头。

---

## 七遍打磨法（Seven Sweeps）

按顺序走七遍，每遍只管一个维度。**每改完一遍，回头确认前面几遍没被改坏**。

### 第一遍：清晰度
- 每句话能不能一次读懂？长句拆开。
- 代词指代是否清楚（"它"到底指谁）？
- 黑话、内部词有没有解释？一句话塞了三个观点就拆。

| 问题 | 改法 |
|------|------|
| 一句超过 30 字 | 拆成两句 |
| 抽象表述 | 换成具体例子 |
| 重点埋在中间 | 挪到段首 |
| 未定义缩写 | 首次出现写全称 |

### 第二遍：语气与声音
- 现在这个声音统一吗？会不会一段俏皮、一段官方？
- "我们"和"我司"混用？→ 统一。
- 收缩率、句式是否来回横跳？
- 有没有忽然冒出来一句不合调的梗？

### 第三遍：So What（所以呢）
- 每个卖点是不是都回答"我凭什么要在意"？
- 光讲功能没有后果的，补一句"哪意味着……"。

| 只讲功能 | 功能+利益点 |
|---------|-----------|
| "我们用了 AI 分析" | "我们的 AI 能把你会漏掉的洞挖出来，让你决策快一半" |
| "实时看板" | "现在就能看到正在发生什么，不用等上周的报表" |

### 第四遍：证明给我
- 每个说法是不是有依据？
- 实名客户反馈 > 具体数字 > 案例引用 > 第三方认证 > 模糊说法（"客户都说好"）。

| 证明强度 | 例子 |
|---------|------|
| 强 | "Stripe 营销 VP 陈莎：'把我们的搭建时间砍了 60%'" |
| 强 | "2847 个团队每天在用" |
| 弱（标记出来） | "行业领先""深受喜爱"——没有来源就标出来，别瞎补证据 |

凡是要用户才能提供的证据（真实客户名、真实数字），**明确标注"需你补充"**，你能改措辞但不能编证据。

### 第五遍：具体
模糊词换成可验证的具体数字。

| 模糊 | 具体 |
|------|------|
| 省时间 | 每周省 4 小时 |
| 很多客户 | 2847 个团队 |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add open-octo/octo-agent/copy-editing@sha256:beec80852503db3c

The line at the top of this page pins the label git:20260831.acbf459, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_kzx7mrhfrcthkcjy.svg)](https://markdownregistry.com/a/art_kzx7mrhfrcthkcjy)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Aug 31, 2026.

versioncommittedcommitsizeaudit
git:20260831.acbf459 latest2026-08-31 acbf459 5,509 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (5509 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

open-octo/octo-agent · 140 stars · license MIT · pushed 2026-11-02 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_kzx7mrhfrcthkcjy
GET https://markdownregistry.com/api/v1/resolve?ref=open-octo/octo-agent/copy-editing
GET https://markdownregistry.com/api/v1/blob/beec80852503db3c8df2b34e57f65097625f8410425ffd99230287f276917175

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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