Preface

Under the plugin-based architecture of DeepSeek Harness (DSH), building cross-agent content generation and publishing workflows is key to improving efficiency. gzhflow targets Official Account content production scenarios and provides a standardized pipeline from material to draft box, aiming to solve issues of content consistency, quality control, and cumbersome publishing processes in multi-agent collaboration.

What It Is

This is a cross-agent Official Account content publishing workflow framework maintained by Andiii208. It covers the full content lifecycle through a six-stage pipeline (material first → writing → removing AI traces → adding images → layout → pushing to the draft box) and is compatible with mainstream Agents such as Claude Code, Cursor, and DeepSeek.

Installation and Activation

Register the plugin with the official installation command. This introduces 7 tools into the current session (6 quality gates + environment self-check) and includes the gzhflow skill.

dsh plugin --profile web add https://github.com/Andiii208/gzhflow

After installation, it can be called directly in any session, or loaded using the skill tool.

Core Features

  • Works out of the box across Agents: Through AGENTS.md as the single source of truth and CLAUDE.md bridging, any Agent can understand it immediately on open.
  • Six-stage pipeline: Covers the full process from material mining, writing, removing AI traces, adding images, layout to pushing to the draft box.
  • Three quality gates: Includes a script gate (deterministic checks), a checklist gate (LLM self-check), and a manual gate (review/dry run).
  • Personalization can be swapped: Writing style, image style, and layout theme are managed through config/ settings and examples/ templates, so the workflow is not locked to an individual.
  • Publishing layer works for personal accounts: Supports pushing to the draft box via the official API draft/add (available for personal subscription accounts), with a manual paste fallback.
  • Pure CLI tool: Developed based on stdlib, with no external dependencies and running cross-platform (requires Node >= 18).

Typical Usage

  1. Configuration: Copy the configuration template files.
    cp config/workflow.example.yaml config/workflow.yaml
    cp config/styles.example.yaml config/styles.yaml
    cp config/themes.example.yaml config/themes.yaml
    cp config/publish.example.yaml config/publish.yaml
  1. Environment self-check: Run the self-check toolchain to ensure dependencies are correct.
    python scripts/validate_repo.py
  1. Usage: Issue instructions in any session.
    • “Use gzhflow to write an Official Account article about XX”
    • Or load gzhflow using the skill tool.

Applicable Scenarios and Notes

This plugin is suitable for developers or teams that need standardized Official Account content output. It runs as a pure CLI and depends on the permissions of the current DSH process.

  • Note: Before installing, be sure to review the source code and license (MIT).
  • Ecosystem background: The DSH philosophy is “everything is a plugin.” The community catalog is an independent site, with no official affiliation to DeepSeek / High-Flyer.

Conclusion

gzhflow provides a complete closed-loop workflow from topic to draft box. For more details, visit catalog_url or view the GitHub repository.