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Social Media Marketing (Operational Skill)

社交媒体营销（运营技能）

This skill contains actionable, non-theoretical operational systems for sustainable social media marketing across LinkedIn, TikTok, Meta (FB/IG), YouTube, and X.
Structure: Core social media principles first. AI-specific automation in clearly labeled "Optional: AI / Automation" sections.
Scope note: For email outreach and lead generation, see marketing-leads-generation. For SEO, see marketing-seo-complete.
本技能包含面向LinkedIn、TikTok、Meta（FB/IG）、YouTube、X平台的可落地、非理论性的可持续社交媒体营销运营体系。
结构说明：首先讲解社交媒体核心原则，AI专属自动化内容会明确标注在「可选：AI/自动化」章节中。
范围说明：如需邮件触达和线索生成相关内容，可查看 marketing-leads-generation。如需SEO相关内容，可查看 marketing-seo-complete。

How to use this skill

如何使用本技能

  • Default workflow: pick goal -> pick 1-2 platforms -> set a sustainable cadence -> publish -> engage daily -> review weekly -> iterate monthly.
  • Use 
    assets/
    for ready-to-run templates; use 
    references/
    for deep dives (platform, paid, community, AI governance).
  • For time-sensitive platform changes, use the Trend Awareness Protocol.
  • 默认工作流：选定目标 -> 选择1-2个平台 -> 设置可持续的发布节奏 -> 发布内容 -> 每日互动 -> 每周复盘 -> 每月迭代。
  • assets/
    目录存放可直接使用的模板；
    references/
    目录存放深度内容（平台规则、付费投放、社区运营、AI治理相关）。
  • 如需应对时效性强的平台规则变更，请使用趋势感知协议。

Core: Platform-Agnostic Principles

核心：平台通用原则

These principles apply regardless of platform. Master them before platform-specific tactics.
以下原则适用于所有平台，在学习平台专属战术前请先掌握这些原则。

The 3 Pillars

三大支柱

PillarDescriptionMeasure
AudienceWho you serve, their problems, what they valueFollower quality, engagement rate
FormatContent type optimized for platform + audienceView-through, completion, saves
CadenceConsistent publishing rhythmPosting frequency, time-to-response
支柱说明衡量指标
受众你服务的群体、他们的痛点、他们看重的价值粉丝质量、互动率
内容格式适配平台和受众的内容类型观看渗透率、完播率、收藏率
发布节奏稳定的发布规律发布频率、响应时长

Audience-First Thinking

受众优先思维

QuestionWhy It Matters
Who specifically am I creating for?Generic content = generic results
What problem does this solve for them?Value-first, not self-promotion
Where do they spend time online?Platform selection follows audience
What format do they prefer?Match format to consumption habits
问题重要性
我创作的内容具体面向哪些人群？泛化内容 = 泛化的效果
内容能为他们解决什么问题？价值优先，而非自嗨式宣传
他们通常在哪些线上平台活跃？根据受众选择投放平台
他们偏好哪种内容格式？让内容格式匹配用户的消费习惯

Format Selection by Goal

按目标选择内容格式

GoalBest FormatsWorst Formats
AwarenessShort-form video, carousels, threadsLong-form without distribution
EngagementPolls, questions, controversial takesCorporate announcements
AuthorityLong-form, original research, case studiesRepurposed generic content
ConversionDirect CTAs, testimonials, demosSoft branding
目标最优格式最差格式
品牌曝光短视频、轮播图、话题串无分发渠道的长内容
用户互动投票、提问、具有争议性的观点官方公告
权威塑造长内容、原创研究、案例研究二次加工的泛化内容
转化直接CTA、客户证言、产品演示软品牌宣传

Cadence Guidelines

发布节奏指南

Start with a cadence you can sustain for 8-12 weeks without sacrificing quality.
Cadence TierTypical OutputBest ForNotes
Light2-3 posts/weekSmall teams, early consistencyUse templates + repurposing
Standard4-7 posts/weekMost product teamsMix educational + proof + community
HeavyDaily + community touchpointsMedia-led teamsRequires strong production pipeline
先选择一个你可以持续执行8-12周且不降低内容质量的发布节奏。
节奏等级典型产出适用场景说明
轻度每周2-3篇帖子小团队、初期建立发布习惯使用模板+内容二次利用
标准每周4-7篇帖子大多数产品团队混合教育类、证明类、社区类内容
重度日更+社区互动触点媒体属性团队需要完善的内容生产流程支撑

Core: Content Typology

核心：内容类型划分

Every post should map to one of these types. Mix types across your content calendar.
TypePurposeExampleFrequency
EducationalTeach something valuableHow-to, tutorial, framework40-50%
NarrativeShare stories that resonatePersonal journey, case study, behind-the-scenes20-30%
ProofDemonstrate results/credibilityTestimonial, metric, achievement15-20%
CommunityEngage and connectQuestion, poll, reply, shoutout10-15%
PromotionalDrive actionOffer, CTA, launch5-10% max
每篇帖子都应该对应以下某一种类型，在内容日历中混合搭配不同类型的内容。
类型目的示例占比
教育类输出有价值的知识操作指南、教程、框架40-50%
叙事类分享有共鸣的故事个人经历、案例研究、幕后故事20-30%
证明类展示成果/可信度用户证言、数据指标、成就15-20%
社区类互动和连接用户提问、投票、回复、用户鸣谢10-15%
推广类促使用户行动优惠活动、CTA、产品发布最高5-10%

Do (Content Mix)

推荐做法（内容搭配）

  • Plan content mix monthly, not post-by-post
  • Lead with educational; end week with proof or community
  • Test different type ratios for your audience
  • Repurpose across types (educational -> narrative)
  • 按月规划内容配比，而非逐篇规划
  • 周初以教育类内容为主，周中/周末搭配证明类或社区类内容
  • 针对你的受众测试不同内容类型的占比效果
  • 跨类型二次利用内容（教育类内容可改编为叙事类内容）

Avoid (Content Mix)

不推荐做法（内容搭配）

  • Mostly promotional content (looks like spam)
  • All educational (no personality, no engagement)
  • Random posting without type intention
  • Copying competitor content 1:1
  • 大部分内容都是推广类（看起来像垃圾信息）
  • 全是教育类内容（没有个性，缺少互动） | 随机发布，没有明确的内容类型定位
  • 1:1照搬竞品内容

Core: Engagement Quality vs Vanity Metrics

核心：互动质量 vs 虚荣指标

What to Track (Quality)

应该追踪的指标（质量类）

MetricWhy It Matters
Saves/bookmarksStrong signal that content is useful
Shares/repostsIndicates distribution value and message resonance
Comment qualityDepth of discussion and objections surfaced
Profile visitsInterest in the creator/company after content
Link clicksConversion path signal (only if UTMs are clean)
Downstream conversionsSign-ups, demos, trials, purchases from social landings
指标重要性
收藏/书签内容有实用价值的强信号
分享/转发说明内容有分发价值，用户对内容有共鸣
评论质量讨论的深度和暴露的用户异议
主页访问量用户看完内容后对创作者/公司感兴趣
链接点击量转化路径信号（仅当UTM数据准确时有效）
下游转化从社交渠道跳转产生的注册、demo申请、试用、购买

What to Ignore (Vanity)

可以忽略的指标（虚荣类）

MetricWhy It's Misleading
Follower count aloneBots, inactive, wrong audience
Impressions without engagementSeen != valued
Likes without contextEasy to give, low signal
Viral posts without conversionFame != revenue
指标误导性原因
仅看粉丝数可能存在机器人、僵尸粉、非目标受众
无互动的曝光量被看到 ≠ 被认可
无上下文的点赞数点赞成本低，参考价值低
无转化的爆款帖子名气 ≠ 营收

Do (Metrics)

推荐做法（指标相关）

  • Track engagement rate, not raw likes
  • Monitor save rate as quality signal
  • Measure conversion from social (UTMs, ask "how did you hear about us")
  • Compare metrics to your own baseline, not others
  • 追踪互动率，而非单纯的点赞数
  • 把收藏率作为内容质量的信号
  • 衡量社交渠道带来的转化（使用UTM、询问用户「你是从哪里了解到我们的」） | 和自己的基线数据对比，而非和他人对比

Avoid (Metrics)

不推荐做法（指标相关）

  • Buying followers or engagement
  • Chasing viral at expense of relevance
  • Ignoring negative engagement signals (unfollows, hides)
  • Reporting vanity metrics to stakeholders
  • 购买粉丝或互动量
  • 为了爆款牺牲内容相关性
  • 忽略负面互动信号（取关、隐藏内容）
  • 向 stakeholders 汇报虚荣指标

Core: Revenue Attribution & ROI

核心：营收归因与ROI

Transform social from cost center to revenue driver by measuring business impact.
Metric CategoryKey MetricsSee Reference
Social-to-RevenueSocial CAC, LTV:CAC, pipeline influencerevenue-attribution-framework.md
Influencer ROICPA, ROAS, EMV, content asset valuerevenue-attribution-framework.md
Community ROIMember LTV premium, support deflection, retention deltarevenue-attribution-framework.md
Brand LiftUnaided/aided awareness, consideration, preferencerevenue-attribution-framework.md
通过衡量业务影响，将社交媒体从成本中心转化为营收驱动项。
指标类别核心指标参考文档
社交转营收社交渠道CAC、LTV:CAC、销售线索贡献revenue-attribution-framework.md
红人投放ROICPA、ROAS、EMV、内容资产价值revenue-attribution-framework.md
社区ROI社区成员LTV溢价、客服成本节约、留存提升幅度revenue-attribution-framework.md
品牌提升无提示/有提示认知度、 consideration、偏好度revenue-attribution-framework.md

Quick Implementation

快速落地方法

  1. UTM discipline: 
    utm_source
    , 
    utm_medium
    , 
    utm_campaign
    , 
    utm_content
    , 
    utm_term
    on all links
  2. CRM integration: Pass UTM data on conversion, tag closed deals with source
  3. Cohort analysis: Compare LTV by acquisition source
  4. Attribution model: Choose first-touch (awareness) or position-based (balanced)
  1. UTM规范：所有链接都添加 
    utm_source
    、
    utm_medium
    、
    utm_campaign
    、
    utm_content
    、
    utm_term
    参数
  2. CRM集成：转化时同步UTM数据，给成交订单标注来源
  3. ** cohort分析**：对比不同获客来源的用户LTV
  4. 归因模型：选择首次接触（适合曝光场景）或位置加权（平衡场景）模型

Key Benchmarks

核心基准值

MetricTarget
Social LTV:CAC>3:1
Influencer ROAS>2x (direct), >4x (with EMV)
Community member LTV1.2-2x non-member
Support deflection20-40%
For detailed frameworks, scorecards, and reporting templates, see references/revenue-attribution-framework.md.
指标目标值
社交渠道LTV:CAC>3:1
红人投放ROAS>2倍（直接转化），>4倍（含EMV）
社区成员LTV是非社区成员的1.2-2倍
客服成本节约20-40%
如需详细框架、评分卡和报告模板，可查看 references/revenue-attribution-framework.md。

Core: Social -> Site -> Conversion Flows

核心：社交 -> 站点 -> 转化流程

Social media is rarely the conversion point. Design the flow:
text
Social Post -> Link/Bio -> Landing Page -> Conversion

OR

Social Post -> DM/Comment -> Conversation -> Conversion

OR

Social Post -> Lead Magnet -> Email Nurture -> Conversion
社交媒体很少是直接转化的节点，需要设计如下流转路径：
text
社交帖子 -> 链接/主页简介 -> 落地页 -> 转化

或者

社交帖子 -> 私信/评论 -> 沟通 -> 转化

或者

社交帖子 -> 线索磁石 -> 邮件培育 -> 转化

Flow Design Checklist

流程设计检查清单

StepQuestionIf No
PostDoes it provide standalone value?Rewrite - no one clicks without value
CTAIs there one clear next action?Simplify to single CTA
Link/BioDoes it match post promise?Align messaging
LandingDoes it load fast, mobile-first?Optimize (see marketing-seo-complete)
ConversionIs friction minimized?Reduce form fields, add trust signals
Use content-distribution-plan.md to plan search + social distribution for each piece of content.
步骤检查问题不满足时处理方式
帖子是否本身就提供独立价值？重写——没有价值的内容没人愿意点击
CTA是否有一个明确的下一步动作？简化为单一CTA
链接/主页简介是否和帖子的承诺匹配？对齐信息表述
落地页是否加载速度快、优先适配移动端？优化（参考 marketing-seo-complete）
转化环节是否最小化了操作摩擦？减少表单字段，增加信任背书
使用 content-distribution-plan.md 为每篇内容规划搜索+社交的分发方案。

Do (Conversion Flows)

推荐做法（转化流程）

  • Test bio link vs in-post link
  • Use UTM parameters to track social -> site
  • Optimize landing page for mobile-first reading and fast load
  • Retarget engaged users who didn't convert
  • 测试主页简介链接和帖子内链接的效果
  • 使用UTM参数追踪社交到站点的流量
  • 优化落地页的移动端阅读体验和加载速度
  • 对已互动但未转化的用户进行重定向投放

Avoid (Conversion Flows)

不推荐做法（转化流程）

  • Generic bio links that don't change
  • No tracking on social traffic
  • Desktop-first landing pages
  • Sending cold traffic straight to purchase
  • 使用固定不变的通用主页链接
  • 不对社交流量做追踪
  • 优先适配桌面端的落地页
  • 直接把冷流量引导到购买页面

Core: Community Management Basics

核心：社区管理基础

Response Time Standards

响应时间标准

Interaction TypeTarget Response Time
Comment on your postSame day (faster during launch windows)
Direct messageWithin 1 business day (faster for high-intent inquiries)
Mention/tagWithin 24 hours
Negative feedbackASAP (same day)
互动类型目标响应时间
帖子下的评论当天（发布窗口期要更快）
私信1个工作日内（高意向咨询要更快）
提及/标签24小时内
负面反馈尽快（当天处理）

Moderation Principles

审核原则

SituationAction
Spam/botDelete and block
Constructive criticismThank, address publicly
Negative but validAcknowledge, offer to continue privately
Trolling/harassmentHide/delete, block if repeated
QuestionsAnswer helpfully, link to resources
场景处理方式
垃圾信息/机器人删除并拉黑
建设性批评感谢，公开回应
负面但合理的反馈承认问题，提议私下进一步沟通
引战/骚扰隐藏/删除，反复出现则拉黑
用户提问提供有用的回答，附上相关资源链接

Do (Community)

推荐做法（社区运营）

  • Respond to every real comment (first week especially)
  • Ask follow-up questions to drive discussion
  • Highlight community members (reshare, mention)
  • Set community guidelines for owned spaces
  • 回复每一条真实评论（尤其是发布第一周）
  • 提出跟进问题带动讨论
  • 重点宣传社区成员的内容（转发、提及）
  • 为自有社区制定运营规则

Avoid (Community)

不推荐做法（社区运营）

  • Ignoring comments (signals you don't care)
  • Deleting all criticism (looks like hiding)
  • Generic copy-paste responses
  • Letting trolls derail conversations
  • 忽略评论（会传递出你不在乎用户的信号）
  • 删除所有批评内容（看起来像在掩盖问题）
  • 通用的复制粘贴式回复
  • 放任引战用户扰乱讨论

Platform Fit Notes (2026)

平台适配说明（2026版）

PlatformBest ForPrimary FormatsKey notes
LinkedInB2B, authorityText posts, carousels, native videoDwell time and meaningful comments matter; employee amplification can materially help
XNews, opinions, real-timeShort posts, threads, quotesFast half-life; write for context collapse (assume zero prior context)
TikTokDiscovery, social commerceVertical video, live, TikTok ShopRetention is the core signal; test multiple lengths and hooks
InstagramVisual storytelling, creatorsReels, carousels, storiesReels/carousels drive reach; make the first 2 seconds and cover/frame clear
YouTubeEvergreen + searchLong-form + Shorts + ShoppingRetention + session time matter; titles/thumbnails are part of the product
RedditHigh-trust communitiesText posts, AMAs, participationAuthentic voice required; follow subreddit norms; avoid drive-by promotion
ThreadsConversation (Meta ecosystem)Short posts, threadsStrong tie-in with IG; treat as community/engagement channel, not a link farm
PinterestDiscovery, shopping intentPins, idea pinsStrong for evergreen product/content and visual search categories
For detailed platform-specific guidance, see:
  • references/linkedin-engagement-patterns.md
  • references/tiktok-best-practices.md
  • references/instagram-best-practices.md
  • references/youtube-best-practices.md
  • references/reddit-marketing-strategy.md
  • references/pinterest-strategy.md
  • references/social-commerce-2026.md
Use this skill when the user asks for:
  • content ideas, calendars, scripts, hooks
  • ad creative templates
  • growth frameworks
  • optimization workflows
  • paid social setup and scaling
  • copywriting requests
  • community management
  • performance audits
  • revenue attribution and ROI measurement
  • influencer program ROI
  • community value calculation
  • brand lift studies
平台适用场景主要内容格式核心说明
LinkedInB2B、权威塑造文字帖子、轮播图、原生视频停留时长和有意义的评论权重高；员工转发能大幅提升效果
X新闻、观点、实时内容短帖子、话题串、转发评论内容半衰期短；创作时假设读者没有前置信息背景
TikTok内容发现、社交电商竖版视频、直播、TikTok Shop留存率是核心信号；测试不同时长和钩子的效果
Instagram视觉叙事、创作者合作Reels、轮播图、快拍Reels/轮播图带动曝光；前2秒和封面/画面要清晰明确
YouTube常青内容+搜索长视频+ Shorts+购物功能留存+会话时长权重高；标题/缩略图是内容产品的一部分
Reddit高信任度社区文字帖子、AMA、用户参与需要真实的语气；遵守子社区规则；避免硬广
ThreadsMeta生态内的互动短帖子、话题串和IG关联度高；作为社区/互动渠道使用，不要只发链接
Pinterest内容发现、购物意向Pin、创意Pin适合常青产品/内容和视觉搜索类品类
如需详细的平台专属指导，可查看：
  • references/linkedin-engagement-patterns.md
  • references/tiktok-best-practices.md
  • references/instagram-best-practices.md
  • references/youtube-best-practices.md
  • references/reddit-marketing-strategy.md
  • references/pinterest-strategy.md
  • references/social-commerce-2026.md
当用户询问以下内容时可使用本技能：
  • 内容创意、日历、脚本、钩子
  • 广告创意模板
  • 增长框架
  • 优化工作流
  • 付费社交搭建和规模化
  • 文案写作需求
  • 社区管理
  • 效果审计
  • 营收归因和ROI衡量
  • 红人项目ROI
  • 社区价值计算
  • 品牌提升研究

Decision Trees

决策树

text
Paid Social: Low CTR -> Refresh hook/creative | Clicks ok, CVR low -> Fix landing page | Costs rising -> Refresh creative
Organic: Inconsistent -> Set sustainable cadence | Low engagement -> Improve value density | Low clicks -> Strengthen CTA
Community: Spam rising -> Enforce guidelines | Low retention -> Add rituals | Negative sentiment -> Acknowledge publicly
text
付费社交：CTR低 -> 更新钩子/创意 | 点击量达标但CVR低 -> 优化落地页 | 成本上升 -> 更新创意
自然流量：数据不稳定 -> 设置可持续的发布节奏 | 互动率低 -> 提升内容价值密度 | 点击量低 -> 强化CTA
社区：垃圾信息增多 -> 执行社区规则 | 留存率低 -> 增加固定互动活动 | 负面情绪上升 -> 公开回应问题

Navigation

导航

References (Deep Dives)

参考资料（深度内容）

CategoryKey Resources
Revenue & ROIrevenue-attribution-framework.md - Attribution, influencer/community ROI, brand lift
Platform Strategylinkedin-engagement-patterns.md, tiktok-best-practices.md, instagram-best-practices.md, youtube-best-practices.md, reddit-marketing-strategy.md, pinterest-strategy.md
Paid Socialpaid-social-patterns.md, influencer-ops-and-partnerships.md
Communitycommunity-building-patterns.md
Crisis & Reputationcrisis-communications.md - Crisis response, severity levels, recovery playbook
Operationsoperational-patterns.md, lead-systems-and-pipelines.md, social-listening-intelligence.md
AI (Optional)ai-marketing-patterns.md, ai-marketing-governance.md
类别核心资源
营收与ROIrevenue-attribution-framework.md - 归因、红人/社区ROI、品牌提升
平台策略linkedin-engagement-patterns.md、tiktok-best-practices.md、instagram-best-practices.md、youtube-best-practices.md、reddit-marketing-strategy.md、pinterest-strategy.md
付费社交paid-social-patterns.md、influencer-ops-and-partnerships.md
社区community-building-patterns.md
危机与声誉crisis-communications.md - 危机响应、严重等级、恢复方案
运营operational-patterns.md、lead-systems-and-pipelines.md、social-listening-intelligence.md
AI（可选）ai-marketing-patterns.md、ai-marketing-governance.md

Templates

模板

CategoryLocation
Ads
assets/ads/
- Google RSA, Meta, TikTok, YouTube
Email
assets/email/
- Cold, nurture, newsletter, sales
Social
assets/social/
- Calendars, hooks, carousels, scripts
Offers
assets/offers/
- Offer builder, value stack, guarantees
Community
assets/community/
- Strategy, guidelines, events, moderation
SEO
assets/seo/
- Briefs, outlines, keyword research
类别位置
广告
assets/ads/
- Google RSA、Meta、TikTok、YouTube
邮件
assets/email/
- 冷邮件、培育邮件、通讯邮件、销售邮件
社交
assets/social/
- 内容日历、钩子、轮播图、脚本
优惠活动
assets/offers/
- 优惠活动搭建、价值堆叠、保障条款
社区
assets/community/
- 策略、规则、活动、审核
SEO
assets/seo/
- 内容brief、大纲、关键词研究

Related Skills

相关技能

  • ../product-management/SKILL.md - Product positioning, GTM
  • ../software-frontend/SKILL.md - Landing pages, conversion optimization
  • ../ai-ml-data-science/SKILL.md - CTR/CVR modeling, segmentation
  • ../product-management/SKILL.md - 产品定位、GTM
  • ../software-frontend/SKILL.md - 落地页、转化优化
  • ../ai-ml-data-science/SKILL.md - CTR/CVR建模、用户分群

External Resources

外部资源

See data/sources.json for official documentation across Google Ads, Meta, TikTok, YouTube, and platform analytics (automation sources are tagged optional).
查看 data/sources.json 获取Google Ads、Meta、TikTok、YouTube等平台的官方文档和平台分析资料（自动化相关资源标注为可选）。

Safety and compliance (required)

安全与合规（必填）

  • Follow each platform's policies and ad standards; verify disclosure requirements for sponsored/branded content in your market.
  • Do not recommend buying followers/engagement, deceptive tactics, or automation that impersonates humans.
  • Avoid storing or sharing personal data; use aggregated metrics and consent-based tracking.
  • 遵守各平台的政策和广告标准；核实你所在市场对赞助/品牌内容的披露要求。
  • 不要推荐购买粉丝/互动、欺诈性手段，或是模仿人类的自动化操作。
  • 避免存储或分享个人数据；使用聚合指标和基于用户同意的追踪方式。

Optional: AI / Automation

可选：AI / 自动化

Note: Core social media fundamentals above work without AI tools. This section covers optional automation capabilities.
注意：以上核心的社交媒体基础规则无需AI工具也能生效，本章节覆盖可选的自动化能力。

Scheduling & Publishing

排期与发布

ToolPlatformsBest For
BufferAll majorSimple scheduling, analytics
HootsuiteAll majorEnterprise, team collaboration
LaterIG, TikTok, PinterestVisual planning, link-in-bio
Sprout SocialAll majorEnterprise, CRM integration
Native schedulersPlatform-specificBest reach (some algorithms favor native)
工具支持平台适用场景
Buffer所有主流平台简单排期、数据分析
Hootsuite所有主流平台企业级场景、团队协作
LaterIG、TikTok、Pinterest视觉内容规划、主页链接管理
Sprout Social所有主流平台企业级场景、CRM集成
平台原生排期工具对应平台获得最好的曝光（部分算法偏好原生工具发布的内容）

AI Content Assistance

AI内容辅助

Use CaseToolsConsideration
IdeationChatGPT, ClaudeStarting point only - add human insight
Hook generationLLM promptsA/B test AI vs human hooks
RepurposingOpus Clip, DescriptVideo -> clips, long -> short
Image generationMidjourney, DALL-ECheck platform policies on AI content
Caption writingLLM promptsAlways edit for brand voice
场景工具注意事项
创意生成ChatGPT、Claude仅作为起点——需要加入人类洞察
钩子生成LLM提示词对AI生成和人类写的钩子做A/B测试
内容二次利用Opus Clip、Descript长视频切片段、长内容改短内容
图片生成Midjourney、DALL-E检查平台对AI内容的政策要求
文案撰写LLM提示词始终要编辑适配品牌语气

Moderation & Monitoring

审核与监测

Use CaseToolsBenefit
Comment moderationMeta AI, SprinklrFilter spam, flag issues
Brand monitoringMention, Brand24Track mentions across platforms
Sentiment analysisSprout, BrandwatchAggregate sentiment trends
场景工具收益
评论审核Meta AI、Sprinklr过滤垃圾信息、标记问题内容
品牌监测Mention、Brand24追踪跨平台的品牌提及
情感分析Sprout、Brandwatch汇总情感趋势

Do (AI/Automation)

推荐做法（AI/自动化）

  • Use scheduling to maintain consistency when you can't post live
  • Test AI-generated hooks/captions against human-written
  • Automate monitoring, not engagement (replies should be human)
  • Label AI-generated content where required by platform
  • 当你无法实时发布内容时使用排期工具保持发布稳定
  • 测试AI生成的钩子/文案和人类撰写的效果差异
  • 自动化监测流程，但不要自动化互动（回复应该由人工完成）
  • 按平台要求标注AI生成的内容

Avoid (AI/Automation)

不推荐做法（AI/自动化）

  • Full automation of replies/DMs (obvious, damages trust)
  • AI content without human review (brand voice, factual accuracy)
  • Over-relying on AI ideation (becomes generic)
  • Ignoring platform policies on AI content disclosure
See references/ai-marketing-governance.md for AI governance framework.
  • 完全自动化回复/私信（非常明显，会损害信任）
  • AI生成的内容不经过人工审核（品牌语气、事实准确性有风险）
  • 过度依赖AI生成创意（内容会变得泛化）
  • 忽略平台对AI内容披露的政策要求
查看 references/ai-marketing-governance.md 获取AI治理框架。

Collaboration Notes

协作说明

With Product

和产品团队协作

  • Launch coordination: Social amplification for product launches
  • Feature education: Tutorial content for new features
  • User feedback: Social comments/DMs = product insights
  • Community features: Product roadmap for community needs
  • 发布协调：产品发布的社交放大
  • 功能教育：新功能的教程内容
  • 用户反馈：社交评论/私信 = 产品洞察
  • 社区功能：适配社区需求的产品路线图

With Sales

和销售团队协作

  • Social selling support: Content for sales team to share
  • Lead alerts: DMs and comments with buying signals -> Sales
  • Case studies: Sales wins -> Social proof content
  • Event promotion: Webinars, demos, conferences
  • 社交销售支持：提供销售团队可以分享的内容
  • 线索告警：带有购买信号的私信和评论 -> 同步给销售
  • 案例研究：销售成功案例 -> 社交证明内容
  • 活动推广：线上研讨会、demo演示、会议宣传

With Engineering

和工程团队协作

  • Social embeds: Share buttons, social proof widgets
  • API integrations: CRM sync, lead capture from social
  • Analytics setup: UTM handling, conversion tracking
  • Page performance: Social traffic = mobile traffic = fast pages
  • 社交嵌入：分享按钮、社交证明组件
  • API集成 | CRM同步、社交渠道线索捕获
  • 分析搭建：UTM处理、转化追踪
  • 页面性能：社交流量 = 移动端流量 = 页面需要加载快

With Design

和设计团队协作

  • Visual templates: Consistent brand assets across platforms
  • Video production: Reels, TikToks, YouTube Shorts
  • Carousel design: LinkedIn, Instagram carousel templates
  • UGC guidelines: Brand guidelines for community content
  • 视觉模板：跨平台统一的品牌资产
  • 视频制作：Reels、TikToks、YouTube Shorts
  • 轮播图设计：LinkedIn、Instagram轮播图模板
  • UGC指南：社区内容的品牌规范

Trend Awareness Protocol

趋势感知协议

IMPORTANT: When users ask time-sensitive recommendation questions about social media marketing, verify current platform changes before answering.
  • If a WebSearch tool is available, use it.
  • Prefer official docs and policy pages listed in data/sources.json, then validate with up-to-date reporting.
  • If you cannot use WebSearch, state that you are using stable principles and propose an experiment plan to validate assumptions.
重要提示：当用户询问社交媒体营销的时效性推荐问题时，回答前先核实当前的平台变更情况。
  • 如果有WebSearch工具可使用，优先使用工具。
  • 优先参考 data/sources.json 中列出的官方文档和政策页面，再用最新的报道验证。
  • 如果无法使用WebSearch，说明你使用的是稳定原则，并提出验证假设的实验方案。

Trigger Conditions

触发条件

  • "What's the best social media strategy for 2026?"
  • "What should I focus on for [LinkedIn/TikTok/Instagram]?"
  • "What's trending on [platform]?"
  • "Current best practices for [Reels/Shorts/Stories]?"
  • "Is [platform/format] still relevant in 2026?"
  • "How has the [LinkedIn/TikTok/Instagram] algorithm changed?"
  • "What content format works best on [platform]?"
  • "2026年最好的社交媒体营销策略是什么？"
  • "我在[LinkedIn/TikTok/Instagram]平台应该重点关注什么？"
  • "[平台]现在的趋势是什么？"
  • "[Reels/Shorts/Stories]当前的最佳实践是什么？"
  • "2026年[平台/格式]还有用吗？"
  • "[LinkedIn/TikTok/Instagram]的算法有什么变化？"
  • "[平台]上什么内容格式效果最好？"

Required Searches

必须搜索的内容

  1. Search: 
    "social media marketing trends 2026"
  2. Search: 
    "[LinkedIn/TikTok/Instagram] algorithm 2026"
  3. Search: 
    "[platform] best practices January 2026"
  4. Search: 
    "social media engagement trends 2026"
  1. 搜索：
    "social media marketing trends 2026"
  2. 搜索：
    "[LinkedIn/TikTok/Instagram] algorithm 2026"
  3. 搜索：
    "[platform] best practices January 2026"
  4. 搜索：
    "social media engagement trends 2026"

What to Report

需要反馈的内容

After searching, provide:
  • Current landscape: What platforms/formats work NOW
  • Emerging trends: New features or platforms gaining traction
  • Deprecated/declining: Strategies or formats losing effectiveness
  • Recommendation: Based on fresh data, not just static knowledge
搜索完成后提供：
  • 当前现状：现在哪些平台/格式效果好
  • 新兴趋势：正在流行的新功能或平台
  • 过时/衰退内容：效果下降的策略或格式
  • 推荐方案：基于最新数据，而非静态知识

Example Topics (verify with fresh search)

示例主题（需要用最新搜索验证）

  • Platform algorithm changes (LinkedIn, TikTok, Instagram, X)
  • New content formats (Threads, Notes, Shorts features)
  • Creator economy trends and monetization
  • AI content creation tools for social
  • Community features and engagement patterns
  • Cross-platform posting best practices
  • 平台算法变化（LinkedIn、TikTok、Instagram、X）
  • 新内容格式（Threads、Notes、Shorts功能）
  • 创作者经济趋势和商业化
  • 社交领域的AI内容创作工具
  • 社区功能和互动模式
  • 跨平台发布最佳实践

International Markets

国际市场

This skill covers global platforms (Meta, LinkedIn, TikTok). For regional platforms:
NeedSee Skill
China platforms (WeChat, Douyin, Weibo, RED)marketing-geo-localization
Japan/Korea (LINE, Naver, Kakao)marketing-geo-localization
Russia/CIS (VK, Telegram, Yandex)marketing-geo-localization
Cultural content adaptationmarketing-geo-localization
If your query mentions regional platforms or specific countries, also use marketing-geo-localization.
本技能覆盖全球平台（Meta、LinkedIn、TikTok）。如需区域平台相关内容：
需求对应技能
中国平台（微信、抖音、微博、小红书）marketing-geo-localization
日本/韩国（LINE、Naver、Kakao）marketing-geo-localization
俄罗斯/独联体（VK、Telegram、Yandex）marketing-geo-localization
文化内容适配marketing-geo-localization
如果你的查询提到区域平台或特定国家，同时使用 marketing-geo-localization。

Anti-Patterns

反模式

Anti-PatternWhy It FailsInstead
Post and ghostNo feedback loop; weak trustSet a response SLA and seed discussion
Same content everywhereIgnores platform cultureAdapt format and tone per platform
Chasing followersVanity metric, often wrong audienceFocus on engagement rate, conversions
Inconsistent postingBreaks continuity and learningsBatch content, reuse templates, schedule
All promotionalAudience tunes outMake promotion the minority; lead with value
Ignoring analyticsCan't improve what you don't measureWeekly metric review, monthly deep dive
Copying competitorsNo differentiation, always behindStudy competitors, create unique angle
Buying engagementPlatform detection, fake audienceBuild organic, slower but real
No conversion pathSocial activity without business resultsClear CTA, tracked links, landing pages
Platform dependencyDistribution riskBuild owned channels (email, community) and retargeting
反模式失败原因替代方案
发完就不管没有反馈循环；信任度低设置响应SLA，引导讨论
所有平台发相同内容忽略平台文化每个平台适配对应的格式和语气
追求粉丝数虚荣指标，通常不是目标受众关注互动率、转化
发布不稳定破坏连续性，无法迭代优化批量生产内容，复用模板，提前排期
全是推广内容用户会屏蔽推广内容占比最小，优先输出价值
忽略数据分析无法优化没有衡量的内容每周数据复盘，每月深度分析
照搬竞品没有差异化，永远落后研究竞品，创造独特角度
购买互动量平台会检测，受众都是假的做自然增长，慢但真实
没有转化路径社交活动没有业务结果清晰的CTA、带追踪的链接、落地页
依赖单一平台有分发风险建设自有渠道（邮件、社区）和重定向机制