# Send TikTok Content Pipeline to your agent Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually. ## Fast path - Download the package from Yavira. - Extract it into a folder your agent can access. - Paste one of the prompts below and point your agent at the extracted folder. ## Suggested prompts ### New install ```text I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Then review README.md for any prerequisites, environment setup, or post-install checks. Tell me what you changed and call out any manual steps you could not complete. ``` ### Upgrade existing ```text I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run. ``` ## Machine-readable fields ```json { "schemaVersion": "1.0", "item": { "slug": "tiktok-content-pipeline", "name": "TikTok Content Pipeline", "source": "tencent", "type": "skill", "category": "效率提升", "sourceUrl": "https://clawhub.ai/matttandy855/tiktok-content-pipeline", "canonicalUrl": "https://clawhub.ai/matttandy855/tiktok-content-pipeline", "targetPlatform": "OpenClaw" }, "install": { "downloadUrl": "/downloads/tiktok-content-pipeline", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=tiktok-content-pipeline", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ "README.md", "SETUP.md", "SKILL.md", "cli.js", "config.example.json", "core/AnalyticsEngine.js" ], "downloadMode": "redirect", "sourceHealth": { "source": "tencent", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-04-30T16:55:25.780Z", "expiresAt": "2026-05-07T16:55:25.780Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network", "contentDisposition": "attachment; filename=\"network-1.0.0.zip\"", "redirectLocation": null, "bodySnippet": null }, "scope": "source", "summary": "Source download looks usable.", "detail": "Yavira can redirect you to the upstream package for this source.", "primaryActionLabel": "Download for OpenClaw", "primaryActionHref": "/downloads/tiktok-content-pipeline" }, "validation": { "installChecklist": [ "Use the Yavira download entry.", "Review SKILL.md after the package is downloaded.", "Confirm the extracted package contains the expected setup assets." ], "postInstallChecks": [ "Confirm the extracted package includes the expected docs or setup files.", "Validate the skill or prompts are available in your target agent workspace.", "Capture any manual follow-up steps the agent could not complete." ] } }, "links": { "detailUrl": "https://openagent3.xyz/skills/tiktok-content-pipeline", "downloadUrl": "https://openagent3.xyz/downloads/tiktok-content-pipeline", "agentUrl": "https://openagent3.xyz/skills/tiktok-content-pipeline/agent", "manifestUrl": "https://openagent3.xyz/skills/tiktok-content-pipeline/agent.json", "briefUrl": "https://openagent3.xyz/skills/tiktok-content-pipeline/agent.md" } } ``` ## Documentation ### TikTok Content Pipeline — OpenClaw Skill Automated TikTok carousel content generation, publishing, scheduling, and analytics-driven optimization for any niche. ### Overview This skill provides a complete content pipeline for TikTok accounts. It handles: Content Generation — AI-generated carousel slides with hooks, CTAs, and keyword overlays Smart Scheduling — Research-backed posting times with account-age-aware frequency Publishing — Post to TikTok via Postiz API (supports drafts, scheduled posts, multi-platform) Analytics & Optimization — Track performance, diagnose issues, auto-implement improvements ### Required Credentials CredentialPurposeHow to ObtainPostiz API KeyPublishing & analytics via Postiz CLISign up at postiz.com → Settings → API KeysTikTok Integration IDLinks your TikTok account to PostizPostiz dashboard → Integrations → Add TikTok ### Credential Storage (Important) Recommended: Set POSTIZ_API_KEY as an environment variable (e.g. in ~/.zshrc or ~/.bashrc) rather than storing it in config files. The pipeline checks for this env var first. Alternative: Store in accounts//config.json under postiz.apiKey. If using this approach, ensure the file is not committed to version control (add to .gitignore). The Integration ID is account-specific and stored in per-account config.json. ### Security Notes This skill executes the postiz CLI via shell commands. All arguments are escaped to prevent injection. The skill writes files only within its own accounts/ and output/ directories. auto-improve mode can modify account configs and auto-post — test on a throwback account first. Run npm audit after installing dependencies to check for known vulnerabilities. ### Quick Setup Set your Postiz API key: export POSTIZ_API_KEY="your-key-here" Copy config.example.json to accounts//config.json Fill in your TikTok integration ID Create or adapt a template in templates/ for your niche Run: node cli.js create --template See SETUP.md for the full setup guide. ### 1. Create a New Account node cli.js create my-brand --template example-nostalgia This copies the template into accounts/my-brand/ and sets createdAt to now. ### 2. Configure the Account Edit accounts/my-brand/config.json: { "account": { "name": "my-brand", "handle": "@mybrand", "niche": "your-niche", "createdAt": "2026-01-15T00:00:00Z" }, "postiz": { "apiKey": "YOUR_KEY", "integrationId": "YOUR_TIKTOK_ID" }, "posting": { "timezone": "Europe/London" } } Or use the CLI: node cli.js config my-brand --handle @mybrand --integration-id YOUR_ID --api-key YOUR_KEY ### 3. Generate Content node cli.js generate my-brand --type showcase node cli.js generate my-brand --type showcase --post # Generate and post as draft The generator uses the template's generator.js to create carousel slides, applies hooks from config, adds keyword overlays for TikTok SEO, and outputs to accounts/my-brand/output/. ### 4. Check the Posting Schedule node cli.js schedule my-brand # This week's schedule node cli.js schedule my-brand --next # Next optimal posting slot The scheduler automatically adjusts frequency based on account age: Days 0-24: Daily posting (building momentum) Days 25-30: Taper from 7 → 4 posts/week Day 31+: 3-4 posts/week on optimal days ### 5. Run Analytics node cli.js analytics my-brand --days 7 node cli.js analytics my-brand --days 7 --auto-improve # Auto-implement fixes ### Research-Backed Viral Mechanics These findings are baked into the framework's scheduling, optimization, and content scoring: ### Algorithm Priority Signals Watch time & completion rate — most critical signal. 80%+ completion = 5x reach. First 3-second hook — determines whether content gets distributed at all. Shares — strongest engagement signal for virality. Saves — growing importance. 15%+ save-to-view = high-value content. Comment engagement — quality conversations > generic comments. ### Posting Strategy 3-4 posts/week is optimal for established accounts (NOT 3/day — that hurts reach) Best days: Wednesday, Tuesday, Thursday Best times: Tue 5pm, Wed 2-5pm, Thu 3-5pm New accounts: Post daily for first 30 days to build momentum Max 1 post/day for established accounts (2/day max for new accounts) ### Carousel Advantages 3x more saves than standard video 40% longer dwell time when users engage Lower production barrier — slides are easier to produce than video 5-7 slides optimal for maintaining attention First slide is everything — must hook immediately ### Hook Patterns That Work TypeExampleAvg EngagementContradiction"Everyone thinks X, but actually..."9%+Challenge"If you used X, you had no skill 😂"11%+Gatekeeping"Only real ones remember..."8%+POV"POV: You just discovered..."7%+Nostalgia"Remember this? 🔥"6%+Question"Would you do this? Yes or no 👇"8%+ ### Content Scoring The ViralOptimizer scores content before posting (0-100): Hook quality (40% weight) — length, power words, emoji, question format Structure (30% weight) — slide count, audio, format Engagement potential (30% weight) — CTA presence, opinion-split, hashtag count Verdicts: 80+ = 🔥 HIGH VIRAL POTENTIAL — Post immediately 65+ = ✅ GOOD — Ready to post 50+ = ⚠️ DECENT — Consider optimizing 35+ = 🔧 NEEDS WORK — Apply suggestions <35 = ❌ LOW POTENTIAL — Rethink approach ### Diagnostic Matrix When analyzing post performance, use this matrix to decide what to fix: ViewsEngagementDiagnosisActionHigh (>1000)High (>5%)SCALECreate 3 variations of this content. Test same hook with different visuals.High (>1000)Low (<3%)FIX CTAHook is working — add stronger call-to-action. Add opinion-split or challenge.Low (<500)High saves (>10%)FIX HOOKContent converts — needs better opening hook. Test trending audio. Stronger first-slide text.Low (<500)Low (<3%)FULL RESETTry radically different format. Research top creators in niche. Test different posting time. ### Key Thresholds MetricTargetViralPoorCompletion rate80%90%40%Save-to-view ratio15%25%3%Share rate8%15%2%Comment rate5%10%1%Profile visit rate12%20%3%Follower conversion8%15%2% ### Creating a Custom Template Templates define the content types, hooks, hashtags, and generation logic for a niche. ### Template Structure templates/your-niche/ ├── config.json # Content types, hooks, hashtags, settings ├── generator.js # Content generation logic (extends ContentGenerator) └── README.md # Template documentation ### config.json Required Fields { "account": { "template": "your-niche", "niche": "Your Niche" }, "content": { "types": { "your-content-type": { "description": "...", "slides": 6 } }, "hashtagSets": { "default": ["#yourniche", "#fyp"] } }, "hooks": { "your-content-type": ["Hook text 1", "Hook with {placeholder} 2"] }, "posting": { "timezone": "Europe/London" } } ### generator.js Pattern const ContentGenerator = require('../../core/ContentGenerator'); class YourNicheGenerator extends ContentGenerator { getSupportedTypes() { return Object.keys(this.config.content.types); } async _generateContent(contentType, options, outputDir) { this._ensureOutputDir(outputDir); const hook = this.getSlide1Hook(contentType, options); // Generate slides using sharp/canvas/ImageMagick // Return { slides: [...paths], hook: hook.text, caption: '...' } } } module.exports = YourNicheGenerator; ### Architecture tiktok-content-pipeline/ ├── cli.js # Universal CLI ├── core/ │ ├── ContentGenerator.js # Abstract base for content generation │ ├── Publisher.js # Postiz API integration │ ├── PostingScheduler.js # Smart scheduling engine │ ├── ViralOptimizer.js # Content scoring & optimization │ └── AnalyticsEngine.js # Performance tracking & insights ├── accounts/ # Per-account configs & output (created at runtime) └── templates/ # Niche templates └── example-nostalgia/ # Example template to fork ### Core Components ContentGenerator — Abstract base class. Subclass it per niche. Handles hooks, question hooks, keyword overlays, placeholder replacement. Publisher — Posts to TikTok (and other platforms) via Postiz CLI. Handles media upload, scheduling, draft mode, and post metadata saving. PostingScheduler — Account-age-aware scheduling. Knows optimal days/times from research. Supports weekly schedule generation and overdue detection. ViralOptimizer — Pre-post content scoring. Post-performance diagnostic matrix. Hook pattern library with engagement-weighted selection. AnalyticsEngine — Pulls metrics from Postiz API. Generates reports with alerts, opportunities, and auto-implementable actions. ## Trust - Source: tencent - Verification: Indexed source record - Publisher: matttandy855 - Version: 1.0.4 ## Source health - Status: healthy - Source download looks usable. - Yavira can redirect you to the upstream package for this source. - Health scope: source - Reason: direct_download_ok - Checked at: 2026-04-30T16:55:25.780Z - Expires at: 2026-05-07T16:55:25.780Z - Recommended action: Download for OpenClaw ## Links - [Detail page](https://openagent3.xyz/skills/tiktok-content-pipeline) - [Send to Agent page](https://openagent3.xyz/skills/tiktok-content-pipeline/agent) - [JSON manifest](https://openagent3.xyz/skills/tiktok-content-pipeline/agent.json) - [Markdown brief](https://openagent3.xyz/skills/tiktok-content-pipeline/agent.md) - [Download page](https://openagent3.xyz/downloads/tiktok-content-pipeline)