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Agent Skill · 研究检索

viral-creation(病毒式创作)

viral-creation 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。

viral-creation 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,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 28,259。

总安装 3,248周安装 134GitHub Stars 142下载 1,061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:viral-creation(病毒式创作)
来源仓库:https://github.com/vivy-yi/xiaohongshu-skills
仓库路径:skills/viral-creation
安装命令:
npx skills add https://github.com/vivy-yi/xiaohongshu-skills --skill viral-creation
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/vivy-yi/xiaohongshu-skills --skill viral-creation

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。

用于查找、检索和筛选相关信息。viral-creation 属于研究检索类 Skill,可作为该场景下的辅助能力补充。适合根据关键词或任务场景快速定位候选结果。可结合来源仓库和原始 README 核验具体用法。安装前建议确认权限范围和维护状态。注意是否会触发联网或文件读写。

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/viral-creation

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/vivy-yi/xiaohongshu-skills --skill viral-creat…;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

viral-creation 怎么安装?

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

viral-creation 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。

viral-creation 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。

viral-creation 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。

viral-creation 用的人多吗?

公开数据是累计安装 3,248 次,近一周安装 134 次,下载 1,061 次,GitHub 142 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。

viral-creation 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。
  • 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。
  • 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
viral-creation

病毒式创作 · 本页

3,248142只读未明确有提醒

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

Viral Creation (爆款打造)

Overview

Viral creation is the systematic approach to crafting Xiaohongshu content with viral potential by understanding platform algorithms, audience psychology, and proven viral formulas to create posts that reach tens or hundreds of thousands of viewers beyond your existing follower base.

When to Use

Use when:

  • Creating content with viral/ breakout potential
  • Analyzing why certain posts went viral
  • Replicating viral success patterns
  • Optimizing content for algorithm amplification
  • Aiming for discovery page traffic
  • Creating content to reach new audiences

Do NOT use when:

  • Creating evergreen educational content (value over virality)
  • Focusing on community engagement over reach (use fan-operations)
  • Posting consistently for loyal existing audience (different objective)

Core Pattern

Before (hoping for virality, no strategy):

❌ "I hope this post goes viral!"
❌ "Let me post and see what happens"
❌ "Why did that post go viral? No idea, just luck"
❌ "Can't seem to create viral content, maybe I'm not lucky enough"

After (systematic viral content creation):

✅ "Analyzed top 20 viral posts in niche, identified 5 common patterns"
✅ "Created content using proven formula: emotional hook + value + social proof"
✅ "Posted at 7 PM Tuesday (peak discovery time), optimized cover for algorithm"
✅ "Result: 12,400 views, 890 saves, 145 new followers. Viral!"
✅ "Replicated formula with 5 variations, 3 went viral. System works."

5 Viral Content Elements:

  1. Emotional Hook - Curiosity, surprise, inspiration, or relatability
  2. Visual Impact - Eye-catching cover that stops the scroll
  3. Algorithm Optimization - Platform-friendly format and timing
  4. Value Delivery - Content worth saving and sharing
  5. Share Triggers - Elements that motivate users to share

Quick Reference

Viral ElementImpactImplementationDifficulty
Emotional HookStops scrollQuestion, surprise, transformationMedium
Cover DesignFirst impressionBold text, before/after, high contrastLow
Content ValueSaves/sharesPractical tips, proven resultsHigh
TimingAlgorithm boost7-9 PM Tue-ThuLow
FormatCompletion rateCarousel 5-7 slidesLow

Implementation

Step 1: Analyze Viral Content Patterns

Study Top Viral Posts:

Research Method:
1. Search niche keywords on Xiaohongshu
2. Filter by "热度" (popularity/trending)
3. Analyze top 20 viral posts (10,000+ views)
4. Document common patterns across all posts

Pattern Analysis Template:
Post URL: [link]
Views: [number]
Format: [carousel/video/single]
Content Type: [tips/review/story/etc]
Cover Style: [describe]
Title: [exact wording]
Hook: [first line/element]
Value: [what audience gets]
Emotional Trigger: [curiosity/surprise/etc]
Share Elements: [what makes it shareable]

After 20 posts, identify common themes:
"17/20 viral posts use number-based titles (7 tips, 5 hacks...)"
"15/20 use carousel format with 5-7 slides"
"18/20 have before/after visuals"
"All addresses specific pain point with immediate solution"

Deconstruct Viral Post Structure:

Viral Post Framework Analysis:

Slide 1 (Cover):
- Bold title: "7 SKINCARE HACKS THAT CHANGED EVERYTHING"
- Visual: Before/after split screen (high contrast)
- Emotion: Transformation promise (click to see result)

Slide 2 (Hook):
- "Struggled with dry skin for 3 years..."
- Relatable struggle, builds empathy
- Creates curiosity about solution

Slide 3-6 (Value):
- Practical, actionable tips
- Each tip: problem → solution → result
- Visual demonstrations
- Specific product recommendations

Slide 7 (CTA):
- "Follow for more skincare truths"
- "Save this for later reference"
- "Comment 'DRY' if this helped"

Key Viral Elements:
✅ Emotional hook (struggle → transformation)
✅ Visual proof (before/after)
✅ Actionable value (7 specific hacks)
✅ Easy to save (comprehensive guide)
✅ Share-worthy (helps friends with same problem)

Step 2: Create Viral-Worthy Content

Choose Viral Topics:

High Viral Potential Topics:
✅ Transformation Stories (before/after)
- "My 30-day skincare transformation"
- "How I cleared my skin in 2 weeks"
- "From [problem] to [solution]: my journey"

✅ Comprehensive Guides (save-worthy)
- "The only 7 skincare tips you'll ever need"
- "Complete beginner's guide to [topic]"
- "Ultimate roundup of [products/tools/methods]"

✅ Myth-Busting (curiosity + surprise)
- "7 skincare myths that are RUINING your skin"
- "Dermatologists hate this one weird trick"
- "What nobody tells you about [common problem]"

✅ Budget Hacks (universal appeal)
- "Get luxury results for 20% of the price"
- "10 ¥50 dupes for ¥500 products"
- "How I cut my skincare budget by 70%"

✅ Controversial Takes (generates engagement)
- "Unpopular opinion: [contrarian view]"
- "Why everyone is wrong about [trending topic]"
- "Stop doing [common practice], do this instead"

Low Viral Potential Topics:
❌ Personal updates ("What I did today")
❌ Generic inspiration (no specific value)
❌ Overtly promotional content (salesy)
❌ Niche technical content (too narrow)

Craft Viral Titles:

Viral Title Formulas:

1. Number + Benefit + Curiosity
"7 Skincare Hacks That Dermatologists Don't Tell You"
"5 Morning Habits That Cleared My Skin in 30 Days"
"10 Budget Products That Outperform Luxury Brands"

2. Transformation + Timeline
"How I Went From [Struggle] to [Success] in [Time]"
"My 90-Day Journey: [Before] → [After]"
"From [Negative State] to [Positive State]: What I Learned"

3. Negative Hook + Positive Solution
"Stop Doing [Common Mistake], Do This Instead"
"Why [Popular Method] Doesn't Work (And What Does)"
"The #1 Skincare Mistake You're Probably Making"

4. Promise of Secret/Insider Knowledge
"The Skincare Secret Nobody Talks About"
"What Dermatologists Use Themselves (But Don't Recommend)"
"The Hidden Reason Your Skincare Isn't Working"

5. Specific Result + Time Commitment
"Get [Result] in Just [Time] With This Method"
"Clear Skin in 2 Weeks: Exact Routine That Works"
"Save ¥500/month with These 7 Simple Hacks"

Title Optimization:
- Use numbers (7 tips vs several tips)
- Be specific (not "some tips" but "7 tips")
- Create curiosity (but deliver on promise)
- Strong emotional words (changed, cleared, secret, hate)
- Test length (longer titles often outperform)

Design Viral Covers:

Cover Elements That Stop the Scroll:

1. Bold Text Overlay
- Large, readable font
- High contrast (bright text on dark background)
- Short, punchy headline
- Example: "7 SKINCARE HACKS" in large white text on image

2. Before/After Split
- Left side: before state (problem)
- Right side: after state (solution)
- Clear visual transformation
- Label each side ("BEFORE" "AFTER")

3. Face + Product
- Your face using product
- Authentic, not overly polished
- Relatable, not model-perfect
- Shows real results

4. Shocking Statement
- Contrarian opinion as headline
- Challenging common belief
- Example: "STOP USING MOISTURIZER WRONG"

5. Number Preview
- Show all 7 tips as preview
- Creates curiosity about details
- "1, 2, 3..." visual list

Cover Design Tools:
- Canva (templates, text overlays)
- Over app (add text to photos)
- VSCO (filters, editing)
- Remove.bg (clean backgrounds)

Cover Quality Standards:
✅ Bright lighting
✅ Clear, readable text
✅ High contrast
✅ Professional-looking
✅ On-brand (consistent style)
❌ Dark, grainy, or blurry
❌ Cluttered with too much text
❌ Inconsistent with other covers

Step 3: Optimize for Algorithm

Algorithm-Friendly Format:

Platform Algorithm Preferences:

Format Choice:
✅ Carousel (5-7 slides) - Highest viral potential
  - Algorithm loves carousel completion
  - High save rate (algorithm reward signal)
  - Easy to binge-consume (swipe through all)

✅ Video (15-60 seconds) - Growing viral potential
  - Higher engagement (likes, comments, shares)
  - Watch time matters (keep them watching)
  - Trend: video increasingly prioritized

❌ Single image - Lower viral potential
  - Limited engagement surface
  - Quick consumption (no depth)
  - Less likely to be saved/sharing

Optimal Carousel Structure:
- Slide 1: Hook/cover (bold title + visual)
- Slide 2: Problem/struggle (relatable)
- Slide 3-6: Value/tips (content)
- Slide 7: CTA + summary (wrap up)

Length Testing:
- 5 slides: Fast consumption, high completion
- 7 slides: More value, more saves (sweet spot)
- 10+ slides: Comprehensive but risky (drop-off)

Recommendation: Start with 5-7 slides

Timing for Maximum Reach:

Best Posting Times for Viral Potential:
Primary: 7-9 PM Tuesday-Thursday
- Peak user activity
- Algorithm actively pushing new content
- Competition high (quality must be excellent)

Secondary: 12-1 PM (lunch break)
- Mid-day scroll time
- Less competition than evening

Avoid:
- Early morning (5-8 AM) - low activity
- Late night (11 PM+) - missed next-day push
- Monday/Friday evenings - lower engagement

Seasonal Considerations:
- Weekends: Lifestyle, inspiration content
- Weekdays: Educational, practical content
- Holidays: Holiday-specific themes trend
- Events: Align with trending topics

Viral Timing Strategy:
- Post during peak hours for immediate engagement
- High early engagement signals algorithm to push wider
- First 30 minutes critical (algorithm monitors initial reaction)
- Boost early engagement: respond to every comment immediately

Engagement Triggers:

Encourage Algorithm Signals:

Save Triggers:
- "Save this for later" (explicit CTA)
- Comprehensive guides (reference value)
- Results to track (check back in 30 days)
- Step-by-step tutorials (follow along later)

Share Triggers:
- Share-worthy results (transformation)
- Help friends (address common problem)
- Conversation starters (controversial opinions)
- Relatable content (me too! sharing)

Comment Triggers:
- Ask questions: "Which tip will you try first?"
- Request opinions: "What's your experience with this?"
- Create debate: "Unpopular opinion: [contrarian view]"
- Prompt tagging: "Tag a friend who needs to see this"

Follow Triggers:
- "Follow for part 2" (series content)
- "Follow for daily tips"
- "Follow to see my 30-day journey"
- Promise of value: "Follow so you don't miss [future value]"

Example Engagement CTA:
"Which of these 7 tips will you try first?
Comment below and let me know! 👇
Save this so you don't lose it 💾
Follow for more skincare truths that actually work! ✨"

Step 4: Launch and Amplify

Viral Launch Strategy:

First 30 Minutes (Critical Window):

Minute 0-5:
- Post content during peak time (7-9 PM)
- Immediately share to your story
- Engage with any comments instantly

Minute 5-15:
- Respond to every comment (builds engagement)
- Ask follow-up questions in comments
- Like reactions to your post

Minute 15-30:
- Share to story again (if not much engagement)
- Comment on 5-10 related posts (increase visibility)
- Engage with followers' content (reciprocity)

Hour 1-3:
- Monitor performance closely
- If views < 100: Improve cover or title for next post
- If views 500+: Amplify! (see below)
- If views 1000+: Viral success! Engage heavily

Hour 3-24:
- Continue engaging with all comments
- Share to story daily for 3 days
- Create related content quickly (piggyback)
- Respond to DMs about the post

Amplification Tactics:

When Post Shows Viral Potential (500+ views in first hour):

1. Create Spinoff Content Immediately
   - Part 2: "7 MORE Skincare Hacks..."
   - Deep dive: "Detailed breakdown of tip #3"
   - Results: "My 30-day results using these hacks"

2. Engage Aggressively
   - Respond to every single comment
   - Ask questions in responses (encourages thread depth)
   - Like replies to your comments (boosts algorithm signal)

3. Share to Multiple Stories
   - Story 1: "You guys are loving this post!"
   - Story 2: "Which tip was your favorite? Poll"
   - Story 3: "Did you miss this? Check profile"

4. Cross-Promote
   - Share to other platforms (WeChat, Douyin)
   - Collaborator accounts: "Can you share this?"
   - Relevant communities: "Thought you'd love this!"

5. Create Related Content Series
   - "Morning routine using those 7 hacks"
   - "Night routine using those 7 hacks"
   - "Budget products for each hack"
   - "Advanced versions of basic hacks"

Goal: Ride viral wave to maximum exposure

Step 5: Analyze and Replicate

Viral Post Autopsy:

When Post Goes Viral (1000+ views):

Analyze Success Factors:
- Exact title wording
- Cover design elements
- Posting time and date
- Topic and angle
- Content structure
- Engagement rate
- Save rate
- Share rate
- Traffic source (discovery vs search vs followers)

Document Learnings:
"What made this post go viral:
- Title urgency: 'That Changed Everything' (high curiosity)
- Cover: Before/after visual (transformation proof)
- Topic: Budget hacks (universal appeal)
- Format: 7 tips carousel (save-worthy)
- Timing: Tuesday 7:45 PM (peak algorithm activity)
- First hour: 47 comments (signaled algorithm to push wider)
- Save rate: 8.2% (high value signal)"

Replication Strategy:
"Create 5 variations of this formula:
1. 7 Morning Hacks That Changed Everything
2. 7 Night Hacks That Changed Everything
3. 7 Budget Hacks That Changed Everything
4. 7 Anti-Aging Hacks That Changed Everything
5. 7 Hacks for Oily Skin That Changed Everything"

Expected: 2-3 go viral, 1-2 perform moderately well

Build Viral Content Library:

Document Proven Viral Formulas:

Formula 1: Transformation Journey
Structure: Struggle → Discovery → Results → How-To
Success Rate: 60% viral when well-executed
Examples: [link 3-5 successful posts]

Formula 2: Numbered List + Hook
Structure: [Number] [Benefit] + [Curiosity Gap]
Success Rate: 40% viral
Examples: [link 3-5 successful posts]

Formula 3: Myth-Busting
Structure: Common Belief → Why It's Wrong → Correct Method
Success Rate: 35% viral, high engagement
Examples: [link 3-5 successful posts]

Formula 4: Before/After Compilation
Structure: Collection of transformations
Success Rate: 50% viral, high share rate
Examples: [link 3-5 successful posts]

Use Library:
When planning content, choose from proven formulas.
 Adapt formula to your niche, not random ideas.
Document results to improve success rate over time.

Common Mistakes

MistakeWhy HappensFix
Creating content without viral intentFocus on value over reachBalance value with viral elements (emotional hooks, share triggers)
Ignoring algorithm preferencesDon't understand platformStudy what works, adapt to algorithm preferences
Clickbait titles without deliveringWant attentionCuriosity creates click, but value must deliver on promise
Low-quality covers (dark, blurry)Rushing productionInvest in cover quality - it determines whether people stop scrolling
Posting at wrong timesConvenience over strategyPost during peak hours (7-9 PM Tue-Thu) for maximum reach
Not engaging with early commentsFocus on creating, not engagingFirst 30 minutes critical - respond to every comment immediately
Only posting single imagesEasiest formatUse carousels (5-7 slides) for higher viral potential
Not analyzing why posts went viralAttribute to luckDeconstruct viral posts to identify patterns, replicate intentionally
Inconsistent viral attemptsOne-hit wonder mentalitySystematic approach > random viral posts. Build library of formulas.
Over-optimizing for viralityObsessed with viewsDon't sacrifice authenticity or brand for viral potential

Real-World Impact

Case Study: Viral Content System

  • Before: Random content, 200 avg views, no viral posts, 50 followers/month growth
  • After: Applied viral creation framework, analyzed top posts, used proven formulas
  • Result: 3 posts with 10,000+ views, 450 followers/month growth, established viral patterns

Data-Backed Insights:

  • Content using proven viral formulas succeeds 40% of the time vs 5% randomly
  • Carousel format gets 3x more viral reach than single images
  • Posts with emotional hooks outperform informational posts by 2-3x
  • Saving 5+ viral posts and analyzing patterns identifies 3-5 repeatable formulas
  • Viral posts can continue getting views for 30+ days (evergreen viral content)
  • First-hour engagement predicts 70% of viral success (algorithm push or not)

Related Skills

REQUIRED: Use content-planning (plan viral content strategically) REQUIRED: Use data-analytics (identify what's working)

Recommended for viral content:

  • graphic-content-creation (create viral-worthy visual content)
  • title-writing (craft viral titles)
  • cover-design (design covers that stop the scroll)
  • algorithm-mechanism (understand how algorithm works)

Use viral-creation AFTER:

  • cold-start (establish foundation, then optimize for virality)
  • content-performance-analysis (identify top posts, replicate their success)

Related growth skills:

  • traffic-acquisition (amplify viral content for maximum reach)
  • user-retention (retain traffic from viral posts)
  • referral-growth (turn viral viewers into sharers)

平台分布

Codex

35.6%
按下载量换算378

Claude

29.61%
按下载量换算314

Cursor

18.75%
按下载量换算199

Gemini CLI

8.69%
按下载量换算92

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

可疑

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。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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