Vibe Writing Workflow is a human-centric AI writing system designed to augment, not replace, the user's creative process. It addresses the common pain points of AI writing tools where users feel like mere editors of AI-generated content. By positioning AI as a "thinking partner," it empowers users to retain full control over their ideas, structure, and final output, ensuring the generated content reflects their unique thought process and aesthetic.

How It Works

The system employs a four-agent architecture: Learning, Structure, Writing, and Finalizing. The core philosophy is "human-in-the-loop," where the user drives the content generation. The process begins with a dialogue to solidify thoughts into "knowledge cards," followed by AI-generated structural proposals that the user selects. Subsequent stages involve iterative refinement of content and language, with AI assisting in polishing and fact-checking, culminating in a cohesive article that blends AI's linguistic capabilities with the user's intellectual direction.

Quick Start & Requirements

• Primary Install/Run: Execute claude in the project's root directory.
• Prerequisites: Claude Code CLI (or compatible environment), Obsidian (optional, for visualization).
• Setup: Initiate by stating your topic (e.g., "I want to write about 'Why AI Understands Instantly'"). The system automatically starts the learning mode.
• Links: No explicit external links for docs or demos are provided in the README.

Highlighted Details

• Four-Agent Collaboration: Dedicated agents for learning, structuring, writing, and finalizing content.
• Knowledge Card Generation: Automatically creates structured knowledge cards from user-AI dialogue.
• User-Controlled Structuring: AI proposes 2-3 structural outlines, with the user making the final decision.
• Iterative Refinement: Supports deepening content through dialogue and optimizing language via AI polishing.
• Automatic Fact-Checking: AI performs WebSearch validation for data and time-sensitive information during the writing/polishing stages.
• Breakpoint Continuation: Automatically saves project progress, allowing users to resume work seamlessly.

Maintenance & Community

The project welcomes contributions via GitHub Issues and Pull Requests. Version history indicates active development, with recent updates focusing on command systems, agent decoupling, and whiteboard organization. No specific community channels (like Discord/Slack) or notable contributors are listed.

Licensing & Compatibility

The provided README does not specify a software license. This omission requires further investigation for commercial use or integration into closed-source projects.

Limitations & Caveats

The system's reliance on the Claude Code CLI may present an adoption barrier for users without access or familiarity. While Obsidian is optional, its recommended use for visualization suggests a potential learning curve for maximizing the tool's potential. The project appears to be under active development, with version history indicating ongoing feature additions and refinements.