EverMind-AI/Raven

Health v2 · maintenance only

Flags: young

Adoption not part of the score

3640 stars · 69 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

Raven is an open-source, self-improving agent harness built on EverOS that combines terminal-first execution, local tracing, long-term memory, skills, evaluation, and reusable workflows for long-running AI agent work. It continuously improves through an evaluation-execution-verification-memory-feedback loop and composes specialized agent harnesses into an all-domain collaboration network.

Use cases

• run long-running AI agent tasks with persistent memory
• build a self-improving personal AI agent that learns from past runs
• orchestrate multiple agents across different domains and models
• evaluate and benchmark agent performance on task quality and cost
• migrate existing agents and reuse a large library of built-in skills
• build custom agents for specific scenarios and share them

When to choose

• you need a persistent, memory-first agent that improves over time
• you want terminal-first agent execution with local tracing and evaluation
• you need multi-model, multi-domain agent orchestration with verified capability routing
• you want an open-source alternative to closed agent harnesses with a large skill ecosystem

When to avoid

• you need a simple one-shot chatbot without memory or self-evolution
• you require a fully mature, battle-tested production system with long-term support
• you want a lightweight agent library to embed in your own codebase rather than a full harness platform
• you are uncomfortable with a system that rewrites its own skills, runtime, and policies

Facets

framework · maturity active

agent-framework llm-inference rag machine-learning workflow-automation cli artificial-intelligence large-language-models developer-tools python windows cli cross-platform agent-harness self-improving long-term-memory multi-agent everos skills evaluation terminal-first self-evolving ai-agents automation macos linux

Member repositories

For agents

markdown · JSON · MCP: product_card(name="EverMind-AI/Raven")