Tencent SkillHub · Productivity

TikTok Content Pipeline

Automates TikTok carousel content creation, smart scheduling, publishing via Postiz API, and analytics-driven optimization for niche accounts.

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Automates TikTok carousel content creation, smart scheduling, publishing via Postiz API, and analytics-driven optimization for niche accounts.

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Target platform: OpenClaw
Install method: Manual import
Extraction: Extract archive
Prerequisites: OpenClaw
Primary doc: SKILL.md

Package facts

Download mode: Yavira redirect
Package format: ZIP package
Source platform: Tencent SkillHub
What's included: README.md, SETUP.md, SKILL.md, cli.js, config.example.json, core/AnalyticsEngine.js

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Release facts

Source: Tencent SkillHub
Verification: Indexed source record
Version: 1.0.4

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Publisher: matttandy855
Source page: View original listing
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Documentation

ClawHub primary doc Primary doc: SKILL.md 25 sections Open source page

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/<your-account>/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/<your-account>/config.json Fill in your TikTok integration ID Create or adapt a template in templates/ for your niche Run: node cli.js create <account> --template <template-name> 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

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.

Category context

Workflow acceleration for inboxes, docs, calendars, planning, and execution loops.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package

3 Docs2 Scripts1 Config

SKILL.md Primary doc
README.md Docs
SETUP.md Docs
cli.js Scripts
core/AnalyticsEngine.js Scripts
config.example.json Config