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Agent Skill · 研究检索

ghostwriter(ghostwriter 搜索)

ghostwriter 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

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 46,073。

总安装 808周安装 33GitHub Stars 9下载 259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/skill-stack
仓库路径:skills/ghostwriter
安装命令:
npx skills add https://github.com/cdeistopened/skill-stack --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/skill-stack --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 搜索技能用于信息查找、检索和筛选,支持关键词快速定位。适用于需要根据任务场景或来源线索定位候选结果的场景。通过 GitHub 仓库安装,使用 npx skills add 命令添加技能模块。安装前建议确认权限范围和维护状态,注意可能触发的网络请求。

ghostwriter 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

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/skill-stack --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/skill-stack --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 808 次,近一周安装 33 次,下载 259 次,GitHub 9 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

8089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 Skill

Purpose

This skill transforms source material - transcripts, notes, research, interviews - into authentic, human-written content that reads naturally without obvious AI tells. It extends the anti-ai-writing skill by adding voice adaptation and source material conversion techniques.

Core Philosophy: The best ghostwriting is invisible. Readers should feel like they're reading a real person's thoughts, not a filtered or processed version of source material.

This skill assumes you've read the anti-ai-writing skill. It builds on those fundamentals with additional techniques for voice adaptation and source material conversion.

When to Use This Skill

Use the Ghostwriter skill when:

  • Converting transcripts or interviews into polished articles or newsletters
  • Refining notes into publishable content
  • Converting source material into different voices or styles
  • Building content that maintains a distinctive, personal voice
  • Adapting writing to match a specific author's style

Use in conjunction with:

  • anti-ai-writing skill for core humanization patterns
  • Voice style profiles for adapting to specific voices
  • Source material that needs authentic conversion
  • brand-identity-wizard profile for brand voice consistency

The 8 Human Desires Framework

Great writing taps into core human desires. Choose 1-2 per piece:

1. Safety of Tribe

Belonging, community, fitting in

  • "The hidden skills that separate successful people from struggling ones"
  • Use when: Readers need to feel part of something larger

2. Survival & Success

Progress, achievement, security

  • "The greatest threat to your potential is getting tied down too early"
  • Key phrases: "breakthrough," "advancement," "finally," "unlocked"

3. Life Enjoyment

Pleasure, experiences, freedom

  • "Why most people miss the best parts of their work"
  • Key phrases: "savor," "freedom," "experience," "joy"

4. Social Acceptance

Status, respect, recognition

  • "What successful people know that average people don't"
  • Key phrases: "elite," "leaders know," "insiders understand"

5. Sexual Companionship

Connection, attraction, intimacy

  • (Less relevant for business content, but understand it exists)

6. Comfort & Clarity

Simplicity, ease, certainty

  • "The one question that eliminates decision paralysis"
  • Key phrases: "simple," "easy," "finally understand"

7. Freedom From Fear

Safety, protection, security

  • "How to protect yourself from predatory practices"
  • Key phrases: "protect," "avoid," "defend," "safe"

8. Perceived Status

Respect, authority, expertise

  • "Discover what MIT researchers just learned"
  • Key phrases: "breakthrough," "discovered," "research shows"

Application: Identify which desire(s) your content taps into. Lean into them deliberately.


Voice Style Adaptation

The ghostwriter can adapt content to different voice styles. Choose based on your content needs:

Authentic Conversational Style

Best for: Calling out obvious truths, challenging conventional wisdom

Characteristics:

  • Direct, no-nonsense communication
  • Uses contrarian framing
  • Challenges mainstream narratives
  • Conversational but substantive
  • No hedging or corporate speak

Example tone:

  • "Everyone says X. They're wrong. Here's why."
  • "The thing nobody wants to admit is..."

Analytical Enthusiasm Style

Best for: Explaining trends, making smart analysis exciting

Characteristics:

  • Enthusiastic about ideas and trends
  • Makes complex ideas accessible
  • Uses analogies and mental models
  • Balances depth with readability
  • Injects energy into dry topics

Example tone:

  • "This is fascinating because..."
  • "Let's break down why this matters..."

Discovery by Deletion Style

Best for: Refining and polishing, limited word count

Characteristics:

  • Maximum impact per word
  • Ruthless editing
  • Clarity through brevity
  • Every sentence earns its place
  • No filler or padding

Example approach:

  • First draft: 500 words
  • Final version: 200 words with same impact
  • Cut anything that doesn't directly serve the reader

Decision Framework Style

Best for: Helping readers think through tradeoffs

Characteristics:

  • Reframes risk and decisions
  • Focuses on asymmetric bets
  • Provides mental models
  • Helps readers see situations differently
  • Practical, actionable insight

Example tone:

  • "The real question isn't X, it's Y"
  • "Most people optimize for the wrong thing"

The Ghostwriting Workflow

Step 1: Understand Your Source Material

Read through everything completely:

  • What's the core insight or story?
  • What's the emotional arc?
  • What's the most important takeaway?

Ask yourself:

  • What's being said that no one else is saying?
  • What will readers think, feel, or do differently?
  • What's the 30-second version of this?

Step 2: Apply the SUCKS Framework

Before writing:

  • Who is my ONE reader?
  • Is this unique and useful to them?
  • Can I make it clear, curious, and conversational?
  • How do I keep it simple and structured?
  • What will stick with them?

Step 3: Choose Your Voice Style

Select how to adapt the material:

  • Authentic Conversational - for challenging wisdom
  • Analytical Enthusiasm - for explaining trends
  • Discovery by Deletion - for maximum impact
  • Decision Framework - for helping with tradeoffs
  • Default (Professional) - for business/default writing

Or create a custom voice profile using the voice-analyzer skill.

Step 4: Identify Human Desires

Which 1-2 desires does this content tap into?

  • Safety of Tribe (belonging)
  • Survival & Success (achievement)
  • Life Enjoyment (pleasure)
  • Social Acceptance (status)
  • Comfort & Clarity (simplicity)
  • Freedom From Fear (protection)
  • Perceived Status (expertise)

Lean into these deliberately throughout the piece.

Step 5: Convert Source Material

Draft your content:

  1. Extract key quotes and ideas from source material
  2. Translate them into your chosen voice
  3. Structure with clear beginning, middle, end
  4. Use specific examples, numbers, and concrete details
  5. Create energy transfer (conversation, not lecture)
  6. Apply human desire framing throughout

Step 6: Apply Sticky Sentences

Identify 2-3 most important statements and strengthen them:

  • Add alliteration, symmetry, contrast, or rhythm
  • Make them quotable
  • Make them memorable

Techniques:

  • Alliteration: "Specificity is the secret"
  • Symmetry: "Read for awareness. Write for understanding."
  • Contrast: "To be everywhere is to be nowhere."
  • Rhyme: "Tell a story or lose your glory"

Step 7: Eliminate AI Tells

Go through systematically and remove (reference anti-ai-writing skill):

  • Correlative constructions ("X aren't just Y, they're Z")
  • Overuse of "just" and "actually"
  • Hedge words (might, could, perhaps, seems)
  • Passive voice
  • Corporate jargon
  • Vague language (replace with specifics)
  • Forbidden patterns
  • Too many transitions
  • Overcomplicated sentences

Test for each sentence: Would this sentence appear in a ChatGPT output? If yes, rewrite it.

Step 8: Read Aloud & Quality Check

Read your entire piece aloud:

  • Does it sound like a real person talking?
  • Could I send this to someone without embarrassment?
  • Does energy transfer (not feel formal)?
  • Is every sentence earning its place?
  • Do important ideas have sticky phrasing?
  • Are there obvious AI tells remaining?
  • Does it match the intended voice style?
  • Does it tap into the intended human desires?

Elements of Effective Ghostwritten Content

When converting source material, include:

  1. Capture attention immediately - First sentence must hook
  2. Use specific numbers - "1.5 million" not "many"
  3. Employ pattern interrupts - Surprise the reader
  4. Address problems directly - Name the struggle
  5. Write with confidence - Eliminate hedge words
  6. Highlight concrete benefits - "Double output in 30 days" not "boost productivity"
  7. Include social proof when relevant - Results, credentials, validation
  8. Ask powerful questions - Make readers think
  9. Incorporate warnings - Create urgency, show stakes
  10. Remind, don't just inform - Confirm what readers already sense

Common Pitfalls to Avoid

1. Over-Processing Source Material

Bad: Turning a natural conversation into corporate-speak Good: Preserving the authentic voice while polishing

2. Adding AI-like Phrases

Bad: "It's important to note that..." "Moreover..." "Furthermore..." Good: Direct communication with natural transitions

3. Losing the Original Insight

Bad: Adding so much polish that the core idea disappears Good: Enhancing clarity while preserving original meaning

4. Sounding Generic

Bad: Making content that could be about anything Good: Making it specific to one person's perspective

5. Hedging Your Conviction

Bad: "It might be possible that..." "Some experts say..." Good: "This is true because..." "We know..."

6. Missing the Human Desire

Bad: Content that doesn't tap into any deep motivation Good: Content that clearly connects to belonging, success, clarity, etc.


Quality Checklist

Before finalizing ghostwritten content:

Source Material:

  • Core insight clearly identified
  • Key quotes extracted
  • Emotional arc understood

Voice:

  • Voice style selected and applied consistently
  • Energy transfer achieved (conversation, not lecture)
  • Matches intended author's style

Human Desires:

  • 1-2 desires identified
  • Desires woven throughout the piece
  • Reader motivation is clear

Sticky Sentences:

  • 2-3 key statements strengthened
  • Techniques applied (alliteration, symmetry, contrast, etc.)
  • Memorable and quotable

Anti-AI:

  • All forbidden patterns eliminated
  • Hedge words removed
  • Vague claims made specific
  • Reads as genuinely human

Final Check:

  • Read aloud - sounds natural
  • Every sentence earns its place
  • Would send to anyone without embarrassment

Related Skills

  • anti-ai-writing: Core humanization patterns (use first)
  • voice-analyzer: Create custom voice profiles from writing samples
  • transcript-polisher: Clean raw transcripts before conversion
  • hook-and-headline-writing: Craft attention-grabbing headlines
  • brand-identity-wizard: Define brand voice for consistency

*This skill extends anti-ai-writing with voice adaptation and human desire frameworks. Use anti-ai-writing for basic humanization, and ghostwriter for full source material conversion with distinctive voice.*

平台分布

Codex

35.87%
按下载量换算93

Claude

28.94%
按下载量换算75

Cursor

21.5%
按下载量换算56

Gemini CLI

9.39%
按下载量换算24

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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