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dongbeixiaohuo
dongbeixiaohuoCOMMUNITY
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workflow-producer

Coordinate 12 specialized subagents across multi-stage AI writing workflows.

365|61|Updated Dec 21, 2025
Search Tags:#workflow#subagents#orchestration#content-creation#editor-review#humanizer
One-click install
npx skills add https://github.com/dongbeixiaohuo/writing-agent --skill workflow-producer
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: workflow-producer
Source: https://github.com/dongbeixiaohuo/writing-agent/tree/main/.claude/skills/%E5%B7%A5%E4%BD%9C%E6%B5%81%E5%AF%BC%E6%BC%94
Command: npx skills add https://github.com/dongbeixiaohuo/writing-agent --skill workflow-producer

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill streamlines AI-assisted writing by acting as a master workflow director that orchestrates a multi-stage process and enforces structured mode selection, ensuring consistent, auditable creative production.

Core Features & Use Cases

  • Mode-driven orchestration: prompts the user to choose between Lightweight, Collaborative, or Topic-First workflows before any writing begins.
  • Subagent orchestration: automatically delegates tasks to a suite of 12 specialized subagents (e.g., topic generation, research, outline design, editing, publishing reviews) to maintain modular, context-isolated execution.
  • Stage-by-stage artifacting: saves outputs at every stage to a defined repository structure for traceability and reproducibility.
  • Progress-aware interaction: provides ongoing status updates and clear checkpoints for user confirmation on key milestones (outlines, titles, drafts).

Quick Start

Start by selecting a workflow mode (A, B, or C). Then, hand off tasks to the appropriate subagents to generate and refine content through Stage 1 to Stage 10, ending with a final humanizer option if desired.

Frequently Asked Questions about workflow-producer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I orchestrate multi-stage AI writing workflows with specialized subagents?▼

You can orchestrate multi-stage AI writing workflows by using a master entry point that delegates tasks to 12 specialized subagents, covering topic generation, research, outlining, empathy design, drafting, and editing.

What is the best way to structure AI-assisted content creation for traceability?▼

The best way to structure AI-assisted content creation for traceability is using stage-by-stage artifacting, which saves outputs at every step to a defined repository structure for reproducible, auditable results.

Can I choose different workflow modes for AI content generation?▼

Yes, you can choose between Lightweight, Collaborative, or Topic-First workflow modes for AI content generation, enforcing explicit mode selection before any writing begins to match your specific project scope.

Does this multi-agent writing workflow require manual checkpoints during content production?▼

Yes, the multi-agent writing workflow requires manual checkpoints during content production, providing ongoing progress updates and prompting user confirmation at key milestones like outlines, titles, and drafts.

When should I not use a fully automated AI writing orchestration workflow?▼

You should not use a fully automated AI writing orchestration workflow when your project requires bypassing structured mode selection, skipping stage artifacting, or avoiding subagent delegation for isolated creative tasks.

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