tiktok（tiktok 分析）

TikTok

TikTok content system. Stop the scroll, build your audience.

Critical Privacy & Safety

Data Storage (CRITICAL)

• All content data stored locally only: memory/tiktok/
• No TikTok API connection - manual data entry only
• No content posting through this skill
• No automation of TikTok interactions
• User controls all data retention and deletion

Safety Boundaries (NON-NEGOTIABLE)

• ✅ Generate content ideas and hooks
• ✅ Write scripts and captions
• ✅ Build posting strategies
• ✅ Track manually-entered analytics
• ❌ NEVER guarantee viral success or growth
• ❌ NEVER automate posting or engagement
• ❌ NEVER replace creative judgment
• ❌ NEVER share content externally

Content Guidelines

All generated content must comply with TikTok Community Guidelines. User is responsible for final content decisions and posting.

Quick Start

Data Storage Setup

TikTok content data stored in your local workspace:

• memory/tiktok/ideas.json - Content ideas and hooks
• memory/tiktok/scripts.json - Video scripts
• memory/tiktok/posting_schedule.json - Posting calendar
• memory/tiktok/analytics.json - Performance tracking
• memory/tiktok/niche.json - Niche definition and audience

Use provided scripts in scripts/ for all data operations.

Core Workflows

Generate Content Idea

User: "Give me video ideas for finance content"
→ Use scripts/generate_ideas.py --niche finance --count 5
→ Generate platform-native ideas with hook angles

Write Hook

User: "Write a hook for my sleep tips video"
→ Use scripts/write_hook.py --topic "sleep tips" --style curiosity
→ Generate 5 hook variations with explanations

Create Script

User: "Script for 60-second video about investing"
→ Use scripts/create_script.py --topic investing --length 60
→ Write paced script with micro-commitments

Build Posting Schedule

User: "Create a posting schedule for next month"
→ Use scripts/build_schedule.py --frequency 3 --days "Mon,Wed,Fri"
→ Generate realistic content calendar

Log Analytics

User: "My video got 10K views with 45% completion"
→ Use scripts/log_analytics.py --video-id "VID-123" --views 10000 --completion 45
→ Track performance and identify patterns

Module Reference

For detailed implementation:

• What Spreads: See references/content-dynamics.md
• Hook Writing: See references/hooks.md
• Script Structure: See references/scripts.md
• Niche Definition: See references/niche.md
• Posting Strategy: See references/posting-strategy.md
• Analytics Reading: See references/analytics.md
• Long-Term Growth: See references/long-game.md

Scripts Reference

Disclaimer

TikTok success depends on many factors including content quality, consistency, timing, and algorithm distribution. No growth is guaranteed. User is responsible for content compliance with platform guidelines.