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Agent Skill · 研究检索

tiktok-agent(抖音 Agent)

tiktok-agent 用于查找、检索和筛选相关信息,适合在 OpenClaw 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。

tiktok-agent 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为只读;许可证为 MIT-0,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 19,192。

总安装 5,721周安装 236GitHub Stars 2下载 1,869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
MIT-0
版本
1.0.0

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:tiktok-agent(抖音 Agent)
来源仓库:https://github.com/tenlifejosh/tiktok-agent
安装命令:
openclaw skills install tiktok-agent
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 OpenClaw 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。

ClawHubOpenClaw
openclaw skills install tiktok-agent

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。

tiktok-agent 用于查找、检索和筛选相关信息,适合在 OpenClaw 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。适用于 TikTok 增长策略制定,聚焦粉丝互动与高回访率内容。提供原创内容、SEO 优化与持续发布节奏指南。

安装命令为 openclaw skills install tiktok-agent,可直接调用策略模板与案例参考。输出建议时请区分事实与推测,避免承诺具体涨粉数量或爆款概率。

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 OpenClaw;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 openclaw skills install tiktok-agent;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

tiktok-agent 怎么安装?

在终端执行 openclaw skills install tiktok-agent。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

tiktok-agent 支持哪些 AI 工具?

公开资料标注支持 OpenClaw。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。

tiktok-agent 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。

tiktok-agent 是免费的吗?

来源标注的许可证是 MIT-0。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

tiktok-agent 用的人多吗?

公开数据是累计安装 5,721 次,近一周安装 236 次,下载 1,869 次,GitHub 2 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。

tiktok-agent 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

  • 专注 OpenClaw 一种宿主,触发方式和使用习惯不用来回切换。
  • 许可证明确为 MIT-0,商用和分发边界好判断。
  • 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

  • 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 OpenClaw,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。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

不太适合

  • 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
tiktok-agent

抖音 Agent · 本页

5,7212只读MIT-0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

TikTok Operations — Skill Manual

Built from Social Media Agent Master Playbook (March 2026)

Full TikTok playbook for organic growth in 2026. Rewatch rate is the #1 signal. Followers must engage first before going viral. Consistency beats chasing viral moments.

How the TikTok Algorithm Works (2026)

The Test-and-Expand Loop

TikTok follows a specific distribution pattern:

  1. Micro-audience test: Video shown to a tiny group matched by sound, hashtags, and inferred interests
  2. Follower test (NEW 2026): Video shows primarily to existing followers during the first few days
  3. Early-hour signals: The system watches completion rate, rewatch/looping, replies, shares, "Not Interested" flags, and saves
  4. Decisioning: Strong positive signals trigger expansion into more cohorts
  5. Broader distribution: If the video continues performing, it reaches the wider For You Page

2026 Algorithm Changes — Critical Updates

  • Follower engagement is now central: Must perform well with followers BEFORE going wider. Major shift from earlier years.
  • 70%+ completion rate needed for viral distribution (up from 50% in 2024)
  • Rewatch rate is the #1 signal: 15-20%+ rewatch rate = strong positive. One viewer watching 3x > three viewers watching once.
  • Original content heavily favored: Low-effort reposts, watermarked content, and mass-produced videos are down-ranked
  • Search is a direct ranking metric: TikTok is becoming a search engine

Priority Signals (Ranked)

  1. Rewatch/loop rate (highest weight)
  2. Completion/hold rate
  3. Shares and meaningful comments
  4. Saves
  5. Follows from the video
  6. Metadata (captions, on-screen text, spoken words) — affects search ranking

What TikTok Does NOT Consider

  • Follower count (a new creator can go viral)
  • Previous video performance (each video is judged independently)
  • Whether you have a Pro account or not

70%+ Completion Rate Requirement

This is the gating signal for broader distribution. To achieve it:

  • Hook in the first 3 seconds: Must stop the scroll immediately
  • No padding: Every second must earn its place
  • Promise + delivery: Hook makes a promise; content delivers on it
  • Loop point: End mirrors start so viewers who rewatch don't feel a break
  • Captions: Improve watch time for viewers watching on mute
  • Build tension: Don't give everything away immediately — keep viewers watching to see the payoff

Rewatch Rate as #1 Signal

Rewatch rate above 15-20% = strong positive signal. Strategies to drive it:

  • Loop structure: End the video in a way that flows seamlessly back into the beginning
  • Information density: Pack so much value that viewers need to rewatch to absorb it all
  • "Did they say what I think they said?": Bold claims or surprising statements make people rewatch
  • Visual interest: Something happening on screen that rewards close attention
  • Lists and steps: Viewers rewatch to copy down the information

Content Structure: Hook → Build → Payoff

Every TikTok video should follow this structure:

  • Hook (0-3 seconds): Pattern interrupt + promise of value

- Text overlay, bold statement, mid-sentence start, direct eye contact - Must stop the scroll — if the hook fails, nothing else matters

  • Build (3 seconds to payoff): Escalating interest, tension, or value

- Each second should deliver something new - Build anticipation for the payoff

  • Payoff (final moments): Deliver on the hook's promise

- Never leave viewers hanging — deliver what was promised

  • Loop point: End mirrors start for rewatch signal

Video Length Strategy (2026)

  • 60-180 seconds are outperforming 15-second clips
  • A 15-second video watched fully > 60-second video watched halfway
  • Story-based content performs exceptionally in longer formats
  • Don't artificially cut good content short
  • Don't pad content to reach a length target
  • Edutainment sweet spot: Under 90 seconds with high search value

Audio Strategy

  • Use trending audio when it fits naturally
  • Original voiceovers get algorithmic preference in 2026
  • Create unique sounds — these can become trending themselves
  • "Rising + high fit" sounds outperform broad viral audio (land in right interest cluster)
  • Even when using trending audio, add your own twist
  • TikTok transcribes and analyzes all audio — spoken keywords matter

TikTok SEO (Emerging in 2026)

TikTok is becoming a search engine. Optimize for it:

  • Write descriptive, keyword-rich captions that summarize the video
  • Use on-screen text overlays with keywords
  • Spoken content should include target keywords (TikTok transcribes audio)
  • Structure "how-to" content clearly for TikTok Search results
  • Think in terms of queries: "How to [X]", "Best [Y] for [Z]"
  • Include relevant hashtags that match search intent (3-5 is sufficient)

Content Pillars

PillarSignal StrengthNotes
Tutorials/How-ToHigh save + shareHigh search value
Before/After TransformationsHigh completion rateTension drives watch time
Day-in-the-LifeAuthenticity + relatabilityBuilds follower connection
Trend ParticipationFYP reachUse trending sounds with unique spin
Story TimeHigh completion + sharesPersonal narratives with tension and payoff
Duets/StitchesEngagement signalRespond to other creators
Product DemosSave + shareEducate first, show product second

Hook Formulas

  • "You need to hear this" + direct eye contact
  • "I tested [X] for 30 days — here's what happened"
  • "The [industry] doesn't want you to know this"
  • "Save this for later" (triggers save behavior)
  • "Reply to @[user]" format — feels conversational
  • "POV: [relatable scenario]"
  • "Things I wish I knew before [doing X]"
  • Starting mid-sentence as if camera just caught you talking
  • Text overlay that creates curiosity before you start speaking

Warm-Up Protocol

Before Your First Post

  1. Watch content in your niche for 30 min (trains the algorithm to understand your interest cluster)
  2. Follow 20-30 relevant creators in your niche
  3. Like and comment on 10-15 videos

First Week

  1. Post your first 3 videos before engaging heavily (content-first platform)
  2. Use trending sounds from Day 1
  3. Keep videos under 60 seconds to start
  4. Focus on one content pillar for clarity

Weeks 2-4

  1. Increase to 3-5 posts/week
  2. Use all content formats (Duets, Stitches, Responses)
  3. Respond to 100% of comments
  4. Begin going live (strengthens follower engagement signals)

Long-Term Expectation

  • Don't expect results until video 10-20 — the algorithm is testing you
  • Each video is judged independently — one bad video doesn't tank the account
  • Consistency matters more than any single viral hit

Growth Tactics

Consistency Over Virality

  • Post 3-5 times per week minimum
  • Batch film: Record 10-30 videos per content pillar per week
  • The algorithm rewards consistency more than ever in 2026

Engagement Rules

  • Respond to 100% of comments within 24 hours
  • Duet top comments and questions
  • Create response videos to popular comments
  • Engage with creators in complementary niches
  • Use the Q&A feature to turn audience questions into content

Follower Nurturing (Critical for 2026)

Since the algorithm now tests with followers first:

  • Create content that specifically serves your existing audience
  • Use polls and Q&As to understand what followers want
  • Go live regularly to strengthen follower engagement signals
  • Don't chase trends irrelevant to your followers' interests

What to Avoid

  • Never repost content with watermarks from other platforms — TikTok down-ranks it
  • Don't delete videos frequently — can negatively impact account standing
  • Avoid generic trend-jumping without unique value — you need your own spin
  • Don't mix unrelated topics in one video — one clear topic per video
  • Never use bots or artificial engagement — account at risk
  • Don't film vertically then crop — native vertical (9:16) only
  • Don't ignore your existing followers — their engagement unlocks wider distribution in 2026

Key Metrics

MetricTarget
Completion rateAbove 70%
Rewatch rateAbove 15-20%
Share rateTrack trend
Follow-through rate (follows from video)Track trend
Traffic source breakdown (FYP vs Search vs Profile)Monitor for shifts
Average watch timeTrack vs video length

TikTok Funnel Role

TikTok is a top-of-funnel platform. Primary goals:

  1. Brand awareness to new audiences
  2. Drive follows to nurture into customers
  3. Content that performs on TikTok can be adapted for other platforms

Convert TikTok attention to owned assets (email list, website, other platforms) — don't rely solely on TikTok for business.


Profile Optimization

A strong profile is the bridge between a viral video and a new follower. Most profile visits happen within 24 hours of a video performing well — optimize before posting.

ElementBest Practice
UsernameSimple, memorable, matches other platforms if possible
Display nameInclude a keyword describing what you do (e.g., "Jane • Web Design Tips")
Profile photoReal face photo — people follow people, not logos
BioMax 80 chars. What you do + who it's for + reason to follow. One line, no fluff.
Link in bioSingle destination — landing page, Linktree, or email capture
Pinned videosPin your 3 best-performing or most representative videos
CategorySet your account category accurately — helps TikTok place you in the right interest cluster

Bio formula: "[What you create] for [who] → [outcome/CTA]" Example: "Web design tips for small biz owners → Free audit in bio"


How to Post (Publishing Workflow)

Option 1: TikTok Content Posting API (Business Accounts)

TikTok provides a Content Posting API for approved business accounts.

# Requires: TikTok Developer Account, app with video.publish scope
# Access token obtained via OAuth 2.0

# Step 1: Initialize a video upload
POST https://open.tiktokapis.com/v2/post/publish/video/init/
Content-Type: application/json
Authorization: Bearer {access_token}

{
  "post_info": {
    "title": "Your caption text here",
    "privacy_level": "PUBLIC_TO_EVERYONE",
    "disable_duet": false,
    "disable_comment": false,
    "disable_stitch": false,
    "video_cover_timestamp_ms": 1000
  },
  "source_info": {
    "source": "PULL_FROM_URL",
    "video_url": "https://yourhostedvideo.com/video.mp4",
    "chunk_size": 10000000,
    "total_chunk_count": 1
  }
}

Option 2: Scheduling Tools (Buffer, Later, Hootsuite, Publer)

If a scheduling integration is configured, check skills/tiktok/config.json for the tool and credentials. Use the tool's API to schedule the post with video file, caption, and hashtags.

Option 3: Generate-Only Mode (Default)

If no publishing integration is configured:

  • Output the full video script (hook, body, payoff)
  • Output the caption (copy-ready, under 2,200 chars but ideally keyword-rich and concise)
  • Output the hashtag block (3-5 relevant hashtags)
  • Flag the best trending sound to use (if applicable)
  • Specify ideal posting time based on the account's audience activity

Always ask: "Should I post this directly, or generate the content for you to post?"


Caption Examples

Topic: Why your website is losing leads

Caption:

Your homepage has 3 seconds to make someone stay. Here's what I found checking 50 small business websites last month — and what to fix first. #WebDesign #SmallBusiness #BusinessTips #WebsiteTips

Topic: 5 signs you need a new website

Caption:

If your website does any of these 5 things, it's costing you money right now. Number 3 surprised most of the business owners I showed it to. #WebDesign #LocalBusiness #SmallBizOwner #WebsiteMistakes

TikTok Analytics: Where to Find Each Metric

Navigate to TikTok Studio (studio.tiktok.com) or the in-app Creator Tools to find:

MetricWhere to Find It
Completion rateVideo Analytics → "Watched full video %"
Rewatch rateVideo Analytics → "Average watched time" vs video length
Traffic source breakdownVideo Analytics → "Traffic source types" (FYP, Search, Profile, Sounds, Hashtags)
Follower engagementCreator Tools → Follower Activity tab
Best posting timesCreator Tools → Follower Activity → by hour/day
Top-performing contentProfile → Sort by "Most Played"

Key rule: Check analytics 24-48 hours after posting, not immediately. TikTok distributes over time and initial signals can be misleading.


Commands / Triggers

  • "Create a TikTok about [topic]" → Full video script: hook, body, payoff, caption, hashtags, sound suggestion
  • "Write a hook for [topic]" → Generate 5 hook options for testing
  • "Plan this week's TikTok content" → 3-5 video concepts with scripts
  • "Post to TikTok" → Publish via configured API or generate-only package
  • "What's trending on TikTok?" → Surface current trending sounds and topics in the configured niche
  • "Optimize my TikTok profile" → Audit username, bio, pinned videos, and provide improvements
  • "Check my TikTok analytics" → Pull from TikTok Analytics API if configured, or guide to TikTok Studio
  • "Create a response video to this comment" → Generate script for comment-response format

平台分布

OpenClaw

94.6%
按下载量换算1,768

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

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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