Works with the AI tools you already use
Content Ops Decision Engine
by Joker
Content operations decision engine with 5-dimension content routing, one-to-many distribution strategy, 6-step production SOP, and data-driven optimization.
Free
See it in action
You say
My team produces 20 pieces/month but engagement keeps dropping. We're on WeChat, Xiaohongshu, and Douyin. How do I fix our content system?
Your agent does
Content Ops Diagnosis
📍 Problem: Volume Without Strategy
20 pieces/month with dropping engagement = you're pushing content nobody wants. Fix:
Step 1: Audit Your Mix
| Channel | Current | Problem | |---------|---------|--------| | WeChat | 8 long articles | Too long, low open rate | | XHS | 7 lifestyle posts | Off-brand, no CTA | | Douyin | 5 random videos | No hook pattern |
Step 2: Restructure by Content Type
- 3 Pillar pieces (deep value, monthly) → WeChat + XHS
- 12 Distribution pieces (bite-sized, weekly) → All channels
- 5 Engagement pieces (polls, Q&A, weekly) → Community
Step 3: One-to-Many Workflow
1 Pillar piece → 4 social posts + 1 video script + 1 email Total: 15 pieces from 3 pillars, not 20 random ones
Expected Impact
- 40% less production effort
- 2-3x engagement per piece
- Consistent brand voice across channels
About this skill
From ideation to distribution to measurement, this engine runs your content machine like a factory assembly line. Stop creating content that disappears into the void and start building a system that compounds.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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