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Agent Skill · 研究检索

content-atomizer(内容 atomizer)

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。

content-atomizer 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,权限为权限未标注;许可证信息还不明确,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 40,130。

总安装 1,322周安装 54GitHub Stars 37下载 423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:content-atomizer(内容 atomizer)
来源仓库:https://github.com/majesticlabs-dev/majestic-marketplace
仓库路径:skills/content-atomizer
安装命令:
npx skills add https://github.com/majesticlabs-dev/majestic-marketplace --skill content-atomizer
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/majesticlabs-dev/majestic-marketplace --skill content-atomizer

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。

用于辅助文档、README、Markdown 和内容稿件的整理与改写。适合提炼结构、补齐章节、统一术语或检查链接。使用时应保留项目已有事实与路径,避免写成确定结论。涉及对外文案时需控制语气,防止过度营销或夸大能力。content-atomizer 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/content-atomizer

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/majesticlabs-dev/majestic-marketplace --skill…;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

    权限没有明确标注,第一次使用时只给一个无关紧要的任务,观察它到底读了哪些文件和网络。

常见问题

6 条

content-atomizer 怎么安装?

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

content-atomizer 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。

content-atomizer 需要什么权限?

权限级别没有明确标注。第一次使用时建议只给无关紧要的任务,观察它实际读写了哪些内容。

content-atomizer 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。

content-atomizer 用的人多吗?

公开数据是累计安装 1,322 次,近一周安装 54 次,下载 423 次,GitHub 37 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。

content-atomizer 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

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。

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。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 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。

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
content-atomizer

内容 atomizer · 本页

1,32237权限未标注未明确有提醒

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

Content Atomizer

Transform one piece of long-form content into 19 platform-ready distribution assets across social, video, audio, written, and interactive formats.

What This Produces

1 long-form piece → 19 platform-ready assets

  • 6 social (Thread, LinkedIn, IG, Short Post, Threads, Pinterest)
  • 5 video/audio (Video, TikTok, Shorts, Audiogram, Podcast)
  • 3 written (Email, Blog spin-offs, SEO snippets)
  • 5 interactive/visual (Quiz, Discussion, Challenge, Infographic, Quotes)

Input

Ask the user to provide:

  1. Source content - URL, file path, or paste the content directly
  2. Target platforms - Which outputs they want (default: all)
  3. Audience context - Who is this for? (optional but helpful)

If the user just pastes content, proceed immediately. Don't over-ask.

Output Formats

19 formats across 5 categories. Templates in assets/:

  • social-templates.yaml - Twitter, LinkedIn, IG, Threads, Pinterest
  • video-audio-templates.yaml - Video, TikTok, Shorts, Audiogram, Podcast
  • written-templates.yaml - Email, Blog spin-offs, SEO snippets
  • interactive-templates.yaml - Quiz, Discussion, Challenge
  • visual-templates.yaml - Infographic, Quote graphics

Social Formats (6)

#FormatBest ForKey Rule
1Twitter/X ThreadBig ideas, educationalFirst tweet = 90% of success
2LinkedIn CarouselProfessional depthMax 30 words per slide
3Instagram CarouselVisual learnersSave + Share focus
4Short-Form PostQuick winsUnder 100 char hook
5Threads (Meta)Authentic takesNo hard CTAs
6Pinterest PinEvergreen trafficKeyword in first 40 chars

Video & Audio Formats (5)

#FormatBest ForKey Rule
7Video Script (60s)General short-formHook works with sound OFF
8TikTok ScriptTrend-driven contentCompletion rate is everything
9YouTube ShortsSEO-driven videoFirst 2 lines of description matter
10Audiogram ScriptPodcast promotionOne idea only, 45 seconds
11Podcast OutlineDeep-dive expansion15-20 min from one article

Written Formats (3)

#FormatBest ForKey Rule
12Email ExcerptNewsletter/nurtureP.S. always gets read
13Blog Spin-OffsContent cluster SEO5 derivative articles
14SEO SnippetsFeatured snippet captureAnswer query in 40-60 words

Interactive & Community (3)

#FormatBest ForKey Rule
15Quiz/PollEngagement + educationDeploy across IG/LinkedIn/X
16Discussion PromptsReddit/Discord/SlackQuestion format, seed with your take
17Challenge PromptUGC generationYou go first with example

Visual Assets - Copy Only (2)

#FormatBest ForKey Rule
18Infographic OutlineDesigner handoffInclude chart type suggestions
19Quote Graphics ListSocial visuals5-10 standalone quotes

Atomization Process

Step 1: Extract Core Elements

From the source content, identify:

  • Central thesis - The one big idea (1 sentence)
  • Key insights - 3-7 supporting points
  • Stories/examples - Concrete illustrations
  • Data/stats - Quotable numbers
  • Contrarian angles - What goes against common belief
  • Actionable takeaways - What reader can DO

Step 2: Platform Mapping

ElementBest FormatsBuyer Stage
Central thesisLinkedIn post, Video hook, AudiogramAwareness
Key insightsThread, Carousel, Podcast segmentAwareness/Consideration
StoriesTikTok, Video script, Discussion promptAwareness
Data/statsInfographic, Pinterest, Quote graphicConsideration
Contrarian takeTweet, Threads, Reddit postAwareness
Actionable takeawaysEmail, Challenge, QuizConsideration/Decision
How-to stepsYouTube Shorts, Blog spin-off, CarouselDecision
Social proofCase study excerpt, Quote graphicDecision

Step 2b: Buyer Journey Mapping

Map each asset to the customer journey:

AWARENESS (Top of Funnel)
├── Twitter/X Thread - hook with big idea
├── TikTok/Reels - pattern interrupt
├── Audiogram - quotable insight
├── Discussion prompts - start conversations
└── Threads post - authentic take

CONSIDERATION (Middle of Funnel)
├── LinkedIn Carousel - educational depth
├── Podcast outline - deep dive
├── Infographic - visual summary
├── Blog spin-offs - SEO capture
├── Quiz/Poll - engagement + education
└── YouTube Shorts - how-to snippets

DECISION (Bottom of Funnel)
├── Email excerpt - direct CTA
├── Pinterest pin - save for later
├── SEO snippets - capture search intent
├── Challenge prompt - activation
└── Quote graphics - social proof

Strategy: Release awareness content first, then consideration, then decision. Don't blast all at once.

Step 3: Generate Assets

Create each format using the templates above. Customize hooks for each platform's audience.

Quick Mode vs. Deep Mode

Quick Mode (Default)

Just atomize the content using the templates. Fast, reliable, good enough.

Deep Mode

When user asks for "optimized" or "researched" versions:

  1. Use WebSearch to find top-performing content in their niche
  2. Analyze current platform algorithm priorities
  3. Customize hooks based on what's working NOW
  4. Add platform-specific hashtag/timing recommendations

Output Format

# CONTENT ATOMIZATION: [Title]

## Source Summary
[1-2 sentence summary of original content]

## Central Thesis
[The one big idea]

## Key Insights Extracted
1. [Insight]
2. [Insight]
3. [Insight]
(etc.)

---

# SOCIAL FORMATS

## 1. TWITTER/X THREAD
[Full thread with numbering]

## 2. LINKEDIN CAROUSEL
[Slide-by-slide content]

## 3. INSTAGRAM CAROUSEL
[Slide-by-slide content]

## 4. SHORT-FORM POST
[Universal single post]

## 5. THREADS (META) POST
[Conversational thread]

## 6. PINTEREST PIN
[Title, description, visual concept]

---

# VIDEO & AUDIO FORMATS

## 7. VIDEO SCRIPT (60s)
[Full script with timing]

## 8. TIKTOK SCRIPT
[Platform-native with hooks]

## 9. YOUTUBE SHORTS DESCRIPTION
[SEO-optimized]

## 10. AUDIOGRAM SCRIPT
[45-second audio excerpt]

## 11. PODCAST EPISODE OUTLINE
[15-20 min expansion]

---

# WRITTEN FORMATS

## 12. EMAIL EXCERPT
[Complete email with subject options]

## 13. BLOG SPIN-OFF IDEAS
[5 derivative article concepts]

## 14. SEO SNIPPET VARIATIONS
[Featured snippet optimized]

---

# INTERACTIVE & COMMUNITY

## 15. QUIZ/POLL PROMPTS
[Questions and poll options]

## 16. DISCUSSION PROMPTS
[Reddit/Discord/community posts]

## 17. CHALLENGE PROMPT
[UGC activation]

---

# VISUAL ASSETS (Copy Only)

## 18. INFOGRAPHIC OUTLINE
[Structured for designer]

## 19. QUOTE GRAPHICS LIST
[5-10 pull quotes]

---

## DISTRIBUTION CHECKLIST

### Awareness Phase (Days 1-3)
- [ ] Twitter/X thread posted
- [ ] TikTok script recorded
- [ ] Audiogram created and shared
- [ ] Threads post published
- [ ] Discussion prompt seeded in community

### Consideration Phase (Days 4-7)
- [ ] LinkedIn carousel published
- [ ] YouTube Short uploaded
- [ ] Instagram carousel posted
- [ ] Podcast episode scheduled
- [ ] Quiz/poll launched
- [ ] Blog spin-off #1 drafted

### Decision Phase (Days 8-14)
- [ ] Email excerpt sent to list
- [ ] Pinterest pin published
- [ ] Challenge prompt launched
- [ ] SEO snippets added to original
- [ ] Quote graphics shared

---

## STAGGERED RELEASE CALENDAR

| Day | Platform | Asset | Buyer Stage | Optimal Time |
|-----|----------|-------|-------------|--------------|
| Day 1 | Twitter/X | Thread | Awareness | 9am or 12pm |
| Day 1 | TikTok | Video | Awareness | 7pm |
| Day 2 | Threads | Post | Awareness | 10am |
| Day 2 | Reddit/Discord | Discussion | Awareness | Evening |
| Day 3 | LinkedIn | Carousel | Consideration | 8am Tue-Thu |
| Day 4 | Instagram | Carousel | Consideration | 11am or 7pm |
| Day 5 | YouTube | Short | Consideration | 3pm |
| Day 5 | Podcast | Episode | Consideration | Release day |
| Day 7 | Email | Excerpt | Decision | Tue/Thu 10am |
| Day 7 | Pinterest | Pin | Decision | 8pm Sat |
| Day 10 | Twitter/X | Challenge | Decision | 12pm |
| Day 14 | Blog | Spin-off | Decision | Anytime |

**Staggered Release Strategy:**
- Never publish more than 2 platforms same day
- Space awareness → consideration → decision
- Repurpose top performer into more formats
- Week 2: Evaluate and double down on winners

Platform Algorithm Notes (2025-2026)

PlatformAlgorithm PriorityWhat to Optimize
Twitter/XReplies, quotes, bookmarksControversial hooks, question endings
LinkedInDwell time, commentsFirst line hook, carousel saves
InstagramSaves, shares, watch timeReels completion, carousel swipes
TikTokCompletion rate, sharesFirst 2 seconds, save prompts
YouTube ShortsWatch time, subscribe clicksHook + payoff loop
PinterestSaves, click-throughKeyword-rich descriptions
ThreadsReplies, repostsAuthentic voice, no hard CTAs
PodcastCompletion, reviewsStrong intro, clear segments

Universal 2025-2026 Trends:

  • "Follow for more" CTAs penalized across platforms
  • Saves/bookmarks weighted higher than likes
  • Completion rate matters more than views
  • Native content outperforms cross-posted
  • Carousels/threads outperform single posts

Quality Checklist

Before delivering, verify:

Format Quality

  • Each format uses platform-native conventions
  • Hooks are DIFFERENT across platforms (not copy-paste)
  • Video scripts are speakable (read aloud test)
  • Carousels work standalone (no context needed)
  • Audio scripts work with sound OFF (text overlays noted)

Content Quality

  • No AI-slop phrases ("In today's landscape", "Let's dive in", "Game-changer")
  • Each piece has ONE clear takeaway
  • CTAs are platform-appropriate (soft for TikTok/Threads, direct for email)
  • Hooks create genuine curiosity, not clickbait

Strategic Quality

  • Assets mapped to buyer journey stages
  • Staggered release calendar makes sense
  • High-value formats prioritized (not just easy ones)
  • Internal linking strategy for blog spin-offs

What This Skill Does NOT Do

  • Design visuals - Provides copy/outlines for infographics, not actual graphics
  • Schedule posts - Provides content and timing guidance, not automation
  • Write the original - Atomizes existing content only (use content-writer for original)
  • Record audio/video - Provides scripts, not production
  • Post to platforms - Provides content, user must publish

When to Use This vs. Other Skills

Use content-atomizer when...Use other skills when...
You have finished long-form contentCreating original content (content-writer)
Need multi-platform distributionSingle platform strategy (linkedin-content)
Want to maximize one piece's reachBuilding content calendar (content-calendar)
Repurposing newsletters, articlesWriting from scratch (viral-content)
Need 15+ assets from one pieceNeed just 1-2 quick posts
Strategic buyer-journey mappingQuick social post (hook-writer)
Full atomization with calendarJust need quote graphics

平台分布

Codex

33.07%
按下载量换算140

Claude

31.46%
按下载量换算133

Cursor

17.85%
按下载量换算76

Gemini CLI

9.23%
按下载量换算39

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

可疑

权限和风险

权限未标注

当前来源未能明确判断权限范围,默认进入异常复核队列。

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。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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