TOPIC / CASE

OpenClaw Content Operations System

Connect topic planning, draft generation, and multi-platform publishing into one workflow. Not about automating everything, but structuring the pipeline.

Best for

  • 想做内容运营系统,但不想只停留在概念层
  • 需要把选题、整理、发布和复盘接成工作流
  • 希望先看一个真实案例,再判断值不值得扩大

Background

Content teams often face:

  • Sources scattered across links, docs, and chats
  • Inconsistent structure and format
  • Broken handoffs between planning and publish
  • No reusable retro pattern

This use case connects input → structure → output → retro into a repeatable loop.

Key steps

  1. Collect inputs: links, meeting notes, last week's retro, channel highlights.
  2. Structure and dedupe: categorize, extract key points, archive by column.
  3. Output: weekly content plan, daily board, risk flags for human review.
  4. Retro: which topics performed, which sources were useful, what took longest.

Workflow sketch

Input sources → Structure & dedupe → Document output → Team review → Publish handoff → Write retro

Skill recommendations

openclaw skills install @clawhub/tavily
openclaw skills install @clawhub/summarize

Optional: Content Collector or similar for auto-ingesting links into a knowledge base or table.

Expected results

  • Input pool organized with 10+ items archived
  • Weekly topics prioritized and sorted
  • Risk items flagged for human confirmation
  • Feishu doc or equivalent with a stable weekly plan template

Common pitfalls

  • Automating full publish before templates and review loops are stable
  • Expanding channels before a fixed output format exists
  • Debugging becomes hard when models, skills, and channels all change at once

Related pages

FAQ

Case FAQ

No. That page covers delivery logic and ROI. This page shows how to build the actual workflow.