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Agent Skill · 研究检索

interaction-content(互动内容)

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。

interaction-content 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 38,652。

总安装 1,529周安装 65GitHub Stars 142下载 536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:interaction-content(互动内容)
来源仓库:https://github.com/vivy-yi/xiaohongshu-skills
仓库路径:skills/interaction-content
安装命令:
npx skills add https://github.com/vivy-yi/xiaohongshu-skills --skill interaction-content
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 interaction-content

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 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。应保留项目已有事实和路径,不要把未确认信息写成确定结论;对外文案需控制语气避免夸大。

安装命令:npx skills add https://github.com/vivy-yi/xiaohongshu-skills --skill interaction-content。建议确认权限范围和维护状态,避免触发不必要的联网或文件读写操作。

来源仓库内路径:skills/interaction-content

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 interaction…;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

interaction-content 怎么安装?

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

interaction-content 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。

interaction-content 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。

interaction-content 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。

interaction-content 用的人多吗?

公开数据是累计安装 1,529 次,近一周安装 65 次,下载 536 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。

interaction-content 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
interaction-content

互动内容 · 本页

1,529142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

Interaction Content (互动内容)

Overview

Interaction content transforms passive content consumption into active participation through strategic two-way communication on Xiaohongshu. By designing posts that invite responses, spark discussions, and foster community engagement, creators can dramatically increase comment rates, build stronger audience relationships, and gain algorithmic favor through Xiaohongshu's engagement-based ranking system. The core principle: every piece of content should be a conversation starter, not a monologue.

Key insight: Xiaohongshu's algorithm heavily weights comments and saves as signals of content value. Interactive content that generates meaningful discussions can achieve 3-5x higher reach than equivalent passive content, even with identical production quality.

When to Use

Use when:

  • Creating posts specifically designed to generate comments and discussions
  • Building community feeling and belonging among followers
  • Running polls, quizzes, or interactive Q&A sessions
  • Launching challenges that encourage user participation
  • Gathering audience opinions, feedback, or preferences
  • Increasing engagement metrics for algorithmic visibility
  • Deepening relationships with existing followers
  • Testing new content directions with audience input
  • Creating shareable discussion topics
  • Fostering user-generated content through prompts

Do NOT use when:

  • Delivering time-sensitive critical information (efficiency matters more)
  • Sharing definitive guides or tutorials (clarity matters more)
  • Posting pure entertainment content that doesn't need discussion
  • Content requires professional, authoritative tone (over-familiarity inappropriate)
  • Audience prefers passive consumption (some niches are discussion-light)

Core Pattern

Before (one-way broadcasting): ❌ "Just posting content, no engagement prompts" ❌ "Viewers scroll past, no comments" ❌ "Algorithm sees low engagement, reduces reach" ❌ "Weak community, no connection" ❌ "Creator talks AT audience, not WITH audience"

After (two-way dialogue): ✅ "Asking thought-provoking questions" ✅ "Responding to every comment" ✅ "Creating conversations, not monologues" ✅ "Algorithm sees high engagement, boosts reach" ✅ "Community feels heard and valued"

6 Essential Interaction Elements:

ElementPurposeEngagement BoostExample
Direct QuestionsPrompt immediate response2-3x"What's your experience with...?"
Controversial TakeSpark debate3-5x" unpopular opinion: [statement]"
This-or-That ChoicesLow-barrier participation2x"Option A or Option B - vote in comments"
Fill-in-BlankCreative completion2.5x"The best advice I ever received was..."
ChallengesEncourage action + sharing4-6x"Try this for 7 days, share your results"
Personal StoriesInvite reciprocity2-3x"I'll share my story if you share yours"

Quick Reference

Xiaohongshu Interactive Format Comparison:

FormatEngagementCommunityEffortAlgorithm BoostBest For
QuestionsHighMediumLowHighQuick interaction, opinion gathering
Polls (投票)Very HighMediumLowVery HighClear preference testing
Challenges (挑战)Very HighHighMediumHighViral potential, UGC generation
Q&A SessionsMediumHighLowMediumRelationship building, trust
Games/QuizzesHighHighHighHighFun engagement, community bonding
Discussion ThreadsHighVery HighMediumHighDeep conversations, community culture
This-or-ThatVery HighLowVery LowMediumQuick, low-barrier participation
Story PromptsHighMediumLowMediumEmotional connection, vulnerability

When to Choose Each:

  • Low time, high engagement: Questions, This-or-That, Polls
  • Community building: Discussion threads, Personal story prompts
  • Viral/UGC potential: Challenges, Games
  • Trust/authority: Q&A sessions, Advice requests

Implementation

Step 1: Design Your Engagement Strategy

Before creating content, define what type of interaction you want and why:

Choose Your Interaction Goal:

  • Quantity focus: Maximize comment count (polls, simple questions)
  • Quality focus: Deep, thoughtful discussions (controversial takes, personal stories)
  • Relationship focus: Build trust and connection (Q&A, vulnerable sharing)
  • Viral focus: Encourage sharing and participation (challenges, games)
  • Research focus: Gather audience data (preference polls, feedback requests)

Target Your Interaction Level:

  • Low-barrier: One-word answers, emoji reactions, voting (90%+ participation)
  • Medium-barrier: Short opinions, ranking lists, simple choices (40-60% participation)
  • High-barrier: Long-form stories, detailed advice, creative responses (10-30% participation, but highest quality)

Match Your Niche Culture:

  • Educational content: Polls, "What do you want to learn next?", Q&A
  • Lifestyle content: This-or-that, personal story prompts, challenges
  • Beauty/fashion: "Rate this look", Product preference polls, Before/after sharing
  • Business/finance: Controversial takes, Advice requests, Experience sharing

Step 2: Craft Compelling Interactive Prompts

The quality of your prompt determines the quality of engagement:

Effective Question Formulas:

FormulaExampleWhy It Works
"What's your experience with [X]?""What's your experience with remote work burnout?"Personal, invites sharing, relevant
"Unpopular opinion: [statement]""Unpopular opinion: You don't need a degree to succeed in tech"Controversial, sparks debate, highly shareable
"[Option A] or [Option B]?""Morning workout or evening workout - which do you prefer?"Simple, low-barrier, creates tribes
"The best/worst [X] I've ever...""The best productivity hack I've ever found is..."Curiosity gap, invites reciprocity
"Help me choose: [X] or [Y]""Help me choose: iPhone or Android for my next phone?"Flattery (seeking advice), creates investment
"Raise your hand if...""Raise your hand if you've ever regretted a purchase"Shared experience, community feeling
"Complete this sentence...""Complete this: If I could tell my younger self one thing, it would be..."Creative, low-barrier, highly personal

Bad vs. Good Prompt Examples:

❌ Bad: "What do you think?" (Too vague, no context) ✅ Good: "What's your biggest struggle with [specific problem]? I'll share my solution in the comments."

❌ Bad: "Comment below!" (No incentive, unclear) ✅ Good: "Comment your biggest regret about [topic] and I'll reply to everyone with actionable advice."

❌ Bad: "Do you like this?" (Yes/no answers don't spark discussion) ✅ Good: "On a scale of 1-10, how much do you agree with [statement]? Explain your rating."

Step 3: Structure Content for Maximum Interaction

Content Structure That Encourages Comments:

Opening Hook (1-2 sentences):

  • Direct question or bold statement
  • Example: "I spent $5000 testing productivity tools. Here's what I learned - but first, what's YOUR favorite tool?"

Main Content (80% of post):

  • Deliver value, insights, or entertainment
  • Throughout, weave in mini-prompts: "Have you experienced this?", "Which approach resonates more?"

Closing CTA (critical):

  • Specific question or action request
  • Example: "Now I want to hear from you: What's been YOUR experience with this? Share in the comments - I'll reply to every single one."

Xiaohongshu-Specific Interaction Features:

Use Built-in Interactive Elements:

  • Polls (投票功能): Native polling feature for up to 4 options
  • Q&A (提问功能): Dedicated Q&A sessions where followers submit questions
  • Comments (评论区): Main discussion space - pin best comments
  • Collections (收藏): Signal value by asking users to "save for later"

Leverage Comment Section Features:

  • Pin Top Comments (置顶): Highlight best responses, model desired interaction
  • Reply with Images: Respond to comments with image replies for richer dialogue
  • Threaded Discussions: Engage in back-and-forth conversations in comment replies
  • Comment Stickers: Use Xiaohongshu's comment reaction stickers to boost engagement metrics

Step 4: Facilitate and Manage Engagement

Creating the content is only half the battle - managing engagement is equally important:

First-Hour Response Strategy:

  • Algorithm monitors early engagement signals heavily
  • Reply to 100% of comments in first hour
  • Ask follow-up questions to keep conversations going
  • Pin the best/most interesting comment to guide discussion

Ongoing Engagement Management:

TimeframeActionPurpose
0-1 hourReply to every commentSignal algorithm activity, build momentum
1-24 hoursReply thoughtfully, ask follow-upsDeepen discussions, increase comment thread depth
24-72 hoursHighlight best comments, create follow-up contentReward participation, extend lifecycle
After 72 hoursComment sparingly, only on high-value threadsAvoid "necroposting," focus on new content

Response Quality Guidelines:

  • ❌ Generic: "Thanks for commenting!"
  • ✅ Specific: "That's such a good point about [specific thing they mentioned]. Have you tried [specific suggestion]?"
  • ❌ One-word answers
  • ✅ Questions that invite further discussion: "Interesting! What made you choose that approach?"

Handling Negative Interactions:

  • Constructive criticism: Respond graciously, thank them, invite elaboration
  • Trolls/attacks: Don't feed trolls, hide if violates guidelines, never get defensive
  • Disagreements: Frame as "different perspectives," not "right/wrong"

Step 5: Build Community Culture Through Interaction

Use interactive content to shape your community's identity:

Define Your Community's Interaction Style:

  • Supportive: Focus on encouragement, celebrating wins, sharing struggles
  • Debate-driven: Embrace controversial topics, respectful disagreement
  • Educational: Q&A focused, advice-sharing, skill-building discussions
  • Creative: Challenges, games, artistic prompts, show-and-tell

Create Recurring Interactive Segments:

  • Weekly/Biweekly Series: "Tuesday Tips: Share your best [X] tip"
  • Monthly Challenges: "This month, we're all trying [X]. Share your progress"
  • Recurring Polls: "Monthly preference poll: Help me choose next content topic"
  • Traditions: "Friday free-for-all: Ask me anything about [niche]"

Recognize and Reward Participation:

  • Feature user comments: "Best comment of the week goes to [user] - amazing insight!"
  • Create follow-up content: "You guys asked for it - here's the deep dive on [most-requested topic]"
  • User spotlights: Share user-generated content from challenges (with permission)
  • Build insider community: Refer to commenters as "this community," "you guys," create shared identity

Step 6: Analyze and Optimize Interaction Performance

Metrics to Track:

MetricHow to MeasureWhat It Indicates
Comment RateComments / Views × 100%Content's ability to spark discussion
Comment DepthAverage replies per commentQuality of engagement, conversation length
Response RateYour replies / Total commentsYour engagement effort
Participation RateUnique commenters / ViewsBreadth of community engagement
Sentiment ScorePositive vs. Negative commentsCommunity health, controversial topics

A/B Testing Interactive Elements:

  • Test different question types: Direct vs. Open-ended vs. Controversial
  • Test CTA placement: In-post vs. Only at end vs. Both
  • Test question specificity: Broad "What do you think?" vs. Specific "What's your #1 struggle with X?"
  • Test format: Text-only vs. Poll vs. This-or-that image

Optimization Questions:

  • Which question formulas generate highest comment rate?
  • What topics naturally spark most discussion?
  • Which posts have highest comment-to-view ratio? Analyze why.
  • Are you responding to comments within golden hour (first hour)?
  • Are your follow-up questions extending conversations?

Step 7: Scale Interaction Strategy

Build Interaction Templates:

  • Create swipe file of proven high-performing prompts
  • Document question formulas that work for your niche
  • Develop standard responses for common comment types
  • Template for recurring interactive series

Batch Content Creation:

  • Plan interactive content calendar: Mix of low/medium/high-barrier
  • Prepare question prompts in advance, refine for maximum engagement
  • Schedule time for comment management (it's not "post and forget")
  • Create content that naturally extends into series based on comments

Leverage User-Generated Content:

  • Design challenges that produce shareable user content
  • Ask users to tag you for feature opportunities
  • Create branded hashtag for challenges (e.g., #MyJourneyWith[Brand])
  • Showcase best user submissions to incentivize participation

Common Mistakes

MistakeWhy It's WrongFix
Asking questions, then ignoring commentsBreaks trust, signals you don't careReply to every comment in first hour, respond thoughtfully thereafter
Vague "thoughts?" promptsToo generic, doesn't guide responseBe specific: "What's your experience with [specific situation]?"
Only positive, no dissent allowedStifles genuine discussion, feels fakeEmbrace respectful disagreement, create debate-friendly culture
Over-moderating commentsKills conversation, signals controllingOnly moderate abuse/spam, let organic flow happen
Never asking follow-up questionsConversations die after one exchangeAlways ask "Why?" or "How did you handle that?"
Same interaction format every timeAudience fatigue, declining engagementRotate through 5-7 formats: questions, polls, challenges, Q&A, games
CTAs buried at end of long postMany viewers won't read that farWeave prompts throughout, have clear CTA at end
Fishing for compliments"Rate my [X]" posts feel inauthenticFocus on genuine curiosity, not validation-seeking
Ignoring negative feedbackMiss growth opportunities, alienate criticsRespond graciously to criticism, thank for perspective
Posting then disappearingAlgorithm sees low engagement, reduces reachStay active in comments for at least 1-2 hours after posting

Real-World Impact

Case Study 1: Lifestyle Creator's Engagement Transformation

Creator: Xiaohongshu lifestyle blogger with 50K followers Problem: Posts averaging 50-100 comments despite 10K+ views (1% comment rate) Strategy Implemented:

  • Replaced generic content with interactive format every post
  • Tested question formulas, found "unpopular opinion" and "help me choose" most effective
  • Committed to replying to every comment within 1 hour for first 24 hours
  • Introduced weekly "Share your wins/failures" posts

Results (90 days):

  • Comment rate increased from 1% to 8.5% (8.5x improvement)
  • Average comments per post: 50-100 → 400-850
  • View growth: 10K average → 35K average (algorithm boost from engagement)
  • Follower growth rate: +150% (stronger community = more shares)

Case Study 2: Beauty Brand's Community Building

Brand: New Xiaohongshu skincare brand account Problem: Zero engagement, brand felt corporate and distant Strategy Implemented:

  • Launched daily "Skin concern check-in" polls
  • "Ingredient education: What do you want to learn?" posts
  • "Real results: Share your before/after" challenge
  • Founder's personal story posts inviting user stories
  • Pinned and responded to every user comment with personalized advice

Results (6 months):

  • Built community from 0 to 25K engaged followers
  • Comment rate: 12% (exceptional for brand account)
  • User-generated content: 500+ user posts sharing results
  • Conversion rate: 4.2% (engaged community = higher trust = more sales)

Case Study 3: Educational Creator's Discussion Strategy

Creator: Productivity advice educator Problem: High-value content but low engagement, felt like "information dumping" Strategy Implemented:

  • Every post ended with specific discussion question
  • "Unpopular productivity opinions" series (controversial takes)
  • "What do you struggle with?" posts with personalized advice in comments
  • Monthly challenge: "Try this for 7 days, report back"
  • Featured best user comments in future content

Results (4 months):

  • Comment rate tripled from 2% to 6%
  • Average comment depth: 1.2 replies → 3.8 replies per comment (deeper discussions)
  • Content saved rate: +200% (more valuable = more saves)
  • Follower loyalty: 65% of commenters became repeat engagers

Related Skills

REQUIRED:

  • community-management: Building and nurturing online communities
  • engagement-strategies: Comprehensive engagement optimization techniques
  • conversation-skills: Effective communication and dialogue management

RECOMMENDED:

  • content-sequencing: Planning content series that build on audience feedback
  • u-g-c-management: Leveraging user-generated content from challenges
  • comment-moderation: Managing discussion quality and community standards
  • analytics-basics: Measuring and analyzing engagement metrics

NEXT STEPS:

  1. Audit your last 10 posts: How many had explicit interactive prompts?
  2. Choose 2-3 question formulas to test in your next posts
  3. Commit to replying to every comment within 1 hour for one week
  4. Analyze which question types generate best engagement for your niche
  5. Build a swipe file of high-performing prompts for reuse

Interaction Content is about transforming your content from a monologue into a dialogue. Every post is an opportunity to deepen relationships, gather insights, and build community. The algorithm rewards engagement - but more importantly, your audience rewards it with loyalty, trust, and participation.

平台分布

Codex

37.03%
按下载量换算198

Claude

28.15%
按下载量换算151

Cursor

18.9%
按下载量换算101

Gemini CLI

9.07%
按下载量换算49

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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