yanhua1010 GitHub avatar

self-media-content-workflow

yanhua1010

A modular, tool-agnostic suite of Agent skills for the complete self-media content production lifecycle, from fuzzy brief to delivery and analytics, with mandatory human-in-the-loop checkpoints.

Stars

295

7-day growth

No data

Forks

42

Open issues

0

License

MIT

Last updated

2026-07-26

AI repository intelligence
FR-AI / ANALYSIS

Why it is worth attention

It stands out by combining a full content workflow with forced manual approval gates, platform-native copywriting, evidence-first style, and a visual style system—all as decoupled, reusable skills that don't lock you into specific ML models or services.

Who it is for

  • Independent self-media creators and influencers
  • Content operations teams using AI coding assistants
  • Developers building custom content automation pipelines
  • Social media managers who need structured, repeatable processes

Use cases

  • Transform a product failure experience into both Xiaohongshu and WeChat Official Account posts
  • Build a topic pool and one-month content calendar for a new account
  • Research trending AI programming questions for the past month
  • Analyze 10 published pieces to identify the single next experiment to run

Strengths

  • Modular architecture: 9 independent skills that can be installed and combined flexibly
  • Mandatory human confirmation checkpoints prevent accidental auto-publishing and maintain quality control
  • Platform-native approach: same facts re-adapted with unique hooks, structures, and actions per platform
  • Evidence-first policy: every key number requires a source; no fabricated data, experiences, or benefits

Considerations

  • Requires a compatible Agent environment (Claude Code, Codex, or skills CLI) with Node.js or marketplace support
  • Platform rules may change; all references are experience-based and need verification against official sources
  • Does not guarantee content performance (views, conversions, etc.) and relies on the user's own credentials and compliance

README quick start

快速开始

Description

通用、模块化的自媒体内容生产与经营 Skills / A modular, tool-agnostic self-media content skill suite

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