Summary recomby-ai/recomby-geo offers an open-source "AI employee" solution for the GEO (Geographic/SEO) domain, emphasizing human-AI collaboration. It integrates professional GEO knowledge (skills) with AI agents and office tools, enabling agents to perform complex GEO tasks securely and locally. This approach avoids full automation, making it ideal for businesses handling sensitive data or requiring expert oversight in GEO operations, fostering a collaborative environment.

How It Works The system constructs an "AI employee" by combining a human expert, an AI agent (supporting local LLMs), office CLIs, and specialized GEO Skills. The core contribution is packaging professional GEO expertise into agent-callable skills and defining a 7-stage collaborative workflow. This architecture leverages existing agent frameworks and office tools, prioritizing data privacy through a local-first, zero-external-dependency design.

Quick Start & Requirements Installation is simplified via Claude Code (/plugin marketplace add recomby-ai/recomby-geo, /plugin install recomby-geo) or manual skill copying to compatible agents. It requires zero external dependencies or API keys, operating entirely locally. Setup involves preparing a project directory and placing business materials in inputs/ to begin the workflow, starting with the /01-intake command. Local LLM support (Ollama, vLLM, LM Studio) is integrated.

Highlighted Details

• Local-First & Zero Dependencies: Ensures data privacy and security by operating locally without external API calls.
• Collaborative 7-Stage Workflow: Features a defined workflow (/01-intake to /07-reaudit) mandating expert input, enforcing human-AI collaboration.
• Domain-Specific GEO Skills: Integrates 6 core GEO skills (e.g., SEO optimization, content auditing, keyword research) and provides curated agent/CLI lists.
• Alpha Status: Currently in alpha, indicating ongoing development.

Maintenance & Community Maintained by Recomby.ai, the project focuses on long-term development of its GEO Skills plugins, commands, schemas, and architectural documentation. Specific community channels are not detailed.

Licensing & Compatibility The core recomby-geo repository is MIT licensed, allowing commercial use, modification, and distribution. Integrated vendor skills retain their original MIT or Apache 2.0 licenses. This permissive licensing is compatible with commercial applications.

Limitations & Caveats As an alpha release, the project is subject to change. A key constraint is the enforced collaboration model: /05-production strictly prevents AI from auto-filling critical human insights if expert brief slots remain incomplete. Compatibility may vary outside curated lists.