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Agent Skill · 研究检索

ghostwriter(ghostwriter 搜索)

用于辅助文档、README、Markdown、说明文和内容稿件的整理与改写。它适合让 Agent 提炼结构、补齐章节、统一术语、检查链接或把零散材料整理成可读文档。使用时应保留项目已有事实、命令和路径,不要把未确认的信息写成确定结论;涉及对外文案时,还需要控制语气,避免过度营销或夸大能力。

ghostwriter 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为只读;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 70,176。

总安装 212周安装 9GitHub Stars 3下载 74核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:ghostwriter(ghostwriter 搜索)
来源仓库:https://github.com/cdeistopened/content-os
仓库路径:skills/ghostwriter
安装命令:
npx skills add https://github.com/cdeistopened/content-os --skill ghostwriter
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/cdeistopened/content-os --skill ghostwriter

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

ghostwriter 用于将源材料转化为自然流畅的人类风格文本,适合在 Codex、Claude、Cursor、Gemini CLI 中润色文档、README 或对外文案时使用。它替换 AI 标志性表达如“X 不只是 Y”,改用直接陈述句式,增强可读性与真实性。

核心原则是重写而非修补,识别核心信息后彻底重构,避免残留 AI 痕迹。使用前应确认内容事实准确,避免因风格调整扭曲原始意图或夸大能力。适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。

来源仓库内路径:skills/ghostwriter

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/cdeistopened/content-os --skill ghostwriter;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它标注为只读,先用只读任务试一次,确认行为符合预期再扩大使用范围。

常见问题

6 条

ghostwriter 怎么安装?

在终端执行 npx skills add https://github.com/cdeistopened/content-os --skill ghostwriter。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

ghostwriter 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

ghostwriter 需要什么权限?

权限级别是只读。该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

ghostwriter 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

ghostwriter 用的人多吗?

公开数据是累计安装 212 次,近一周安装 9 次,下载 74 次,GitHub 3 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

ghostwriter 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。
  • 标注为只读权限,试用阶段不容易误改本地文件。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。
  • 只想先试试效果、不希望它改动本地文件的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
ghostwriter

ghostwriter 搜索 · 本页

2123只读未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Ghostwriter

Transform source material into authentic prose that reads like a real person wrote it.

This is the single writing quality skill. It replaces ai-tells and human-writing. Load this for any writing task.


The One Rule

Never use the correlative construction. This is the #1 AI tell:

  • "X isn't just Y - it's Z"
  • "It's not about X, it's about Y"
  • "More than just X, it's Y"

Find another way. State the thing directly.


Forbidden Patterns (Quick Reference)

These are immediate flags. Full list: references/forbidden-patterns.md

Constructions: "The truth is..." / "Now more than ever..." / "No fluff. No filler. Just results."

Rhetorical flourishes: "The best part?..." / "Here's the thing..." / "Sound familiar?" / "What if I told you..."

Openers: "In today's fast-paced..." / "In the ever-evolving..." / "Gone are the days..." / "Let's dive in..."

Staccato fragments: "Simple. Clear. Effective." / Short. Choppy. Sentences. Like. This.

Triple adjectives: "Fast, efficient, reliable" - AI groups everything in threes.

AI vocabulary: delve, comprehensive, crucial, vital, leverage, landscape, navigate, foster, facilitate, realm, paradigm, embark, journey, tapestry, myriad, multifaceted, seamless, cutting-edge, supercharge, skyrocket, unlock

Thesaurus abuse: utilize (use), implement (start), optimize (improve), facilitate (help)

Hedging: might/could/perhaps/possibly, "It's worth noting...", "It could be argued..."

Empty enthusiasm: "Absolutely!", "Great question!", "You're absolutely right!"


Format Constraints

  • Dashes: hyphens with spaces - like this - not em dashes
  • No emojis in body content
  • No bold for emphasis within paragraphs (bold is for headers/labels only)
  • No "In conclusion" or "In summary"
  • Limit transitions to: but, and, so, then, because. Remove: furthermore, moreover, additionally.

Charlie's Signature Moves

When writing in Charlie's voice or for OpenEd:

  1. Aphoristic Opening - Thesis as proverb

- "A vigorous life is the best training for a 50-mile march."

  1. Personal-to-Universal Bridge - Start specific, expand to cultural/historical commentary, return with new meaning
  2. Intellectual Name-Drop (Earned) - Reference thinkers only when directly relevant. Always explain why.
  3. Contrarian Hook - Challenge received wisdom without edgelording

- "In 99% of cases of chronic sedentarism, the inactive person is not lazy. They're bored."

  1. Incarnational Detail - Specific, sensory, grounding

- RFK walking in "leather Oxford dress shoes"

  1. Self-Deprecating Confession - Prevents preachiness, builds trust

- "I write this admonition as someone who often scrolls Twitter on the couch"

Target tone: A coach who has done the thing and believes you can too. A friend who tells you the truth because he respects you. A fellow traveler, slightly ahead on the path.


The Workflow

Step 1: Understand Source

  • What's the core insight or story?
  • What's the emotional arc?
  • What's the 30-second version?

Step 2: Apply SUCKS Framework

S - Specific: Write for ONE person U - Unique & Useful: Does this change how they think, feel, or act? C - Clear, Curious, Conversational: Reads like talking to a friend K - Kept Simple & Structured: Simple ideas, clear progression S - Sticky: Memorable phrases they'll repeat

Full reference: references/sucks-framework.md

Step 3: Write or Edit

If editing AI output: Rewrite, don't patch. Identify the core message and reconstruct from scratch.

Step 4: Apply Sticky Sentences

Identify 2-3 most important statements. Try alliteration, symmetry, contrast, rhyme, or rhythm. Combine for maximum stickiness. Full reference: references/sticky-sentences-expanded.md

Step 5: Eliminate AI Tells

Scan against references/forbidden-patterns.md. Key checks:

  • Correlative constructions
  • "Just" and "actually" more than once
  • Hedge words (might, could, perhaps)
  • Passive voice
  • Corporate jargon / thesaurus abuse
  • Vague claims without specifics
  • Forbidden flourishes and openers

Step 6: Read Aloud

  • Does it sound like a real person talking?
  • Does energy transfer (conversation, not lecture)?
  • Is every sentence earning its place?

The final test: Would this sentence appear in a ChatGPT output? If yes, rewrite it.


Writing Fundamentals

Energy Transfer

The best writing is a transfer of energy from writer to reader. Write conversations, not speeches. Speak WITH your audience, not AT them.

Conciseness

Every word earns its place. Write first draft freely, then delete anything that repeats, softens, sounds formal, or takes extra words.

Be Undeniable

Transform vague claims into concrete specifics:

  • Bad: "We've helped many clients"
  • Good: "We helped 13 clients boost traffic by 87%-256% in one month"

Leverage Human Desires

Choose 1-2 per piece:

DesireUse When
Safety of TribeCommunity content
Survival & SuccessAchievement content
Life EnjoymentLifestyle content
Social AcceptanceStatus content
Comfort & ClarityExplanatory content
Freedom From FearProtective content

Full reference: references/human-desires.md


Voice References

For adapting to specific styles, read these for the vibe:

  • references/pirate-wires-style.md + pirate-wires-examples.md - Contrarian, calling out truths
  • references/packy-mccormick-style.md - Trends, accessible analysis
  • references/justin-mikolay-style.md - Discovery by deletion, refining
  • references/one-thing-better-style.md - Decisions, tradeoffs

References

FileContents
references/forbidden-patterns.mdComplete AI pattern detection (200+ patterns)
references/humanization-workflow.mdStep-by-step editing process + Charlie's moves
references/sucks-framework.mdPre-writing checklist
references/sticky-sentences-expanded.mdDeep dive on memorable phrasing techniques
references/human-desires.md8 core desires for emotional hooks
references/pirate-wires-*.mdVoice examples

*Consolidates the former ai-tells, human-writing, and ghostwriter skills. Last updated: 2026-02-04.*

平台分布

Codex

35.46%
按下载量换算26

Claude

32.09%
按下载量换算24

Cursor

19.06%
按下载量换算14

Gemini CLI

9.58%
按下载量换算7

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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