Summary

Raven is a self-improving agent harness built on the EverOS framework, designed to integrate AI agents deeply into daily workflows beyond simple demos. It targets developers and power users seeking durable memory, adaptable skills, and reusable agent templates, enabling agents to continuously refine their capabilities and become more valuable over time.

How It Works

Raven treats the agent's surrounding harness as a core product, moving beyond basic LLM+tools+loop paradigms. Its "memory-first" architecture leverages EverOS for persistent user, agent, and world knowledge, ensuring continuity across sessions. The "self-improving skills" system, SkillForge, identifies and refines repeated workflows into robust, evolving skills. This approach enables proactive agents and facilitates the creation of shareable Agent Templates.

Quick Start & Requirements

Installation is streamlined via a bash script (curl -fsSL https://raven.evermind.ai/install.sh | bash) or PowerShell (irm https://raven.evermind.ai/install.ps1 | iex), handling dependencies like Python 3.12 and Node.js 22. Post-installation, run raven onboard and raven. Raven supports numerous LLM providers (OpenAI, Anthropic, Gemini, etc.) and custom endpoints. raven doctor aids diagnosis. Website: https://raven.evermind.ai.

Highlighted Details

• Terminal-Native Interface: Interactive TUI (React/Ink) and CLI communicating via typed RPC.
• Messaging Gateways: Integrates with 12 platforms (Telegram, Slack, Discord, WhatsApp, Matrix, Email, etc.).
• Agent Templates: Enables creation and sharing of custom agent configurations and workflows.
• SkillForge: Automates detection, materialization, and evolution of reusable agent workflows into persistent skills.
• Proactivity: Sentinel system for event monitoring, scheduling, and initiating proactive agent actions.

Maintenance & Community

The project encourages community engagement via repository starring. Specific community channels or details on core contributors/sponsorships are not explicitly detailed in the README.

Licensing & Compatibility

Licensed under Apache License 2.0. Agents and templates built with Raven can be freely used, modified, and commercialized under this license, with attribution requested. Some components may originate from MIT-licensed projects.

Limitations & Caveats

Raven is designated "pre-alpha," meaning APIs are subject to change without notice. Components like the Eval engine are only partially implemented, indicating ongoing development and potential instability.