recursive-self-improvement

The all-in-one AI agent living in your terminal. Build landing, mobile apps, backends, manages files, deep research, schedule tasks and events. Self-improving, self-healing, fully autonomous. TUI, CLI and Daemon. Connect to your favorite channels.

The official repository of "Position: Agentic Evolution is the Path to Evolving LLMs".

A curated list for Self-Improvement in Foundation Model Based Agentic Systems.

Research artifacts from Hyra (/ˈhaɪ.rɑː/)

Self-evolution for any agent harness. Plug in. Evolve. Measure.

Domain-neutral AI red-team framework for recursive self-improvement governance

PAST-Bench: Benchmarking the Foundations of Recursive Self-Improvement in Personal Agents

Repo for "AutoTrainess: Teaching Language Models to Improve Language Models Autonomously"

A curated research map of Recursive Self-Improvement (RSI): models, agents, harnesses, automated AI R&D, benchmarks, and safety.

Agent swarms that recursively evolve themselves — recursive self-improvement as auditable topology. Build an agentic harness swarm as a directory tree. One Rust binary.

Code for "Evolutionary System Prompt Learning for Reinforcement Learning in LLMs" (arxiv.org/abs/2602.14697)

LLM Agent Harnesses: A Survey of Human-Machine Interaction, Self-Evolution, and Long-Horizon Execution

Learn to build recursive self improvement agents

A curated list of recent AI resources on recursive self-improvement, self-evolving agents, test-time adaptation, experience learning, self-refinement, and governed AI improvement loops.

A curated, evidence-aware collection of recursive self-improvement research, agents, harnesses, benchmarks, and safety work.

🤖 The most comprehensive, community-driven resourcefor Automated AI Research — papers, tools, people, lbs, roadmaps. Featuring Recursive Lab, Sakana AI, DepMind & beyond.

Autonomous autoresearch framework for Codex and Claude Code, combining experiment DAGs, scientific memory,literature grounding, agentic planning, reproducible benchmarks, and local dashboards.

Aurogene - self-evolving digital mind

Autonomous agent-to-agent marketplace with live Karpathy loop self-improvement. Agents discover, hire, benchmark, and evolve programmatically. MPP/x402/MCP. No humans in the loop.

Ouroboros is an Agent Harness, CLI and Desktop App with Self-Improvement layer