yanhua1010/self-media-content-workflow

What it solves

This project provides a modular set of "Agent Skills" designed to automate and streamline the entire lifecycle of self-media content production. It solves the problem of fragmented workflows when creating content for multiple platforms (like YouTube, TikTok, WeChat, and Xiaohongshu), ensuring that while the core facts remain consistent, the presentation is natively optimized for each specific platform's audience and format.

How it works

The system is organized as a suite of 10 specialized skills coordinated by a central controller. It follows a strict workflow: requirement clarification $\rightarrow$ direction confirmation $\rightarrow$ research $\rightarrow$ platform selection $\rightarrow$ drafting $\rightarrow$ asset generation (including digital humans/animation) $\rightarrow$ review $\rightarrow$ final approval $\rightarrow$ publishing.

Key operational principles include:

• Tool Agnosticism: It does not bind to specific models or services, discovering available capabilities at runtime.
• Human-in-the-Loop: It requires mandatory human confirmation at five critical points (direction, platform, title, final draft, and publishing authorization) to prevent autonomous mass-posting.
• Evidence-First: It prioritizes sourced data over fabrication to ensure factual accuracy.
• Visual Systematization: It uses predefined style libraries to maintain visual consistency across a brand's content.

Who it’s for

Content creators, social media managers, and digital marketers who need to scale their content production across multiple platforms without sacrificing platform-native quality or factual integrity.

Highlights

• End-to-End Pipeline: Covers everything from initial briefs and account strategy to trend research, copywriting, video production, and data analytics.
• Platform-Native Adaptation: Automatically rewrites titles, introductions, and structures based on the platform (e.g., X vs. WeChat).
• Digital Human Integration: Supports workflows for digital human and animated explainer video production.
• Multi-Platform Publishing: Includes specialized publishers for WeChat and various video platforms (YouTube, Douyin, etc.) to handle drafts and scheduling.
• Strict Security Boundaries: Explicitly avoids automatic scraping of competitors or unauthorized account actions to protect user accounts.