apple-aiml-research / ml-rsi-inference-bench

A Long-Horizon Benchmark for Self-Improving Inference Systems

aden-hive / hive

Multi-Agent Harness for Production AI

MervinPraison / PraisonAI

PraisonAI 🦞 — Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous self-improving agents that research, plan, code, and execute tasks. Deployed in 5 lines of code with built-in memory, RAG, and support for 100+ LLMs.

Human-Agent-Society / reef

Infrastructure for continually self‑improving agents

EverMind-AI / Raven

The Harness of Harnesses • built for RSI: a trusted, persistent, self-evolving multi-agent ecosystem for all-domain collaboration.

PhyAgentOS / PhyAgentOS-core

PhyAgentOS is a Recursive Self-Improving (RSI) physical agent operating system that enables agents to recursively self-improve through agentic workflows.

chrisworsey55 / atlas-gic

ATLAS by General Intelligence Capital — Self-improving AI trading agents using Karpathy-style autoresearch

WecoAI / aideml

AIDE: an LLM agent for machine learning engineering - the research Weco grew out of. Referenced in OpenAI MLE-bench.

greyhaven-ai / autocontext

a recursive self-improving harness designed to help your agents (and future iterations of those agents) succeed on any task

chaxiu / munk-ai

Self-improving AI testing engine across Android, iOS, and Web.

zeenie-ai / OpenCompany

Self-improving AI Employees for everyone

ReflexioAI / claude-smart

Turns corrections into Preferences, Project-specific skills, and Shared skills for Claude Code, Codex, and OpenCode.

mindsdb / anton

self-improving agent

sandroandric / AgentHandover

What if OpenClaw, Claude Code, Codex etc. knew how to do your work without you saying it? AgentHandover observes you, learns and teaches your agents with self-improving skills.

caura-ai / caura

Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.

ashutoshsinghpr7 / wikiskill

WikiSkill (arXiv:2608.27454) for Hermes Agent — self-evolving agent skills via a persistent knowledge wiki. Faithful Algorithm 1 implementation with real agent runs, isolated skill gating, and a documented live run log.

bennyjo / phil

Phil is a self-improving trader: an AI agent that trades short-term prediction markets and rewrites his own strategy after every settled bet. Paper 24/7 in the cloud; small capped real stakes via Pearl Connect.

aibuildai-inc / aibuildai-llm-posttrain-agent

AIBuildAI LLM-Post-Train Agent: a recursive self-improving (RSI) agent for autonomous LLM post-training

Self-Improving-Coding-Agents / SI2CA

Official Repo for (Self-Improving)^2 Coding Agent: Curating High-Quality Trajectories via Recursive Self-Improvement

Git-on-my-level / self-improving-agent-ecosystem

Reference architecture, contracts, skills, and fixtures for safe evaluator-driven self-improving ecosystems.

Bergschloss / Refine-Cycle-for-Hermes-Agent

Self-improvement loop for Hermes Agent: reads its own trajectory, proposes and applies the smallest skill/memory edit (create/patch), journaled with rollback. /refine command, refine_run tool, on_session_end hook.

yusenthebot / stanford-ai-agent-skill

Unofficial distillation and executable skill for Stanford CS329A Self-Improving AI Agents

parthmax2 / ghostrun

pytest for AI Apps — Fast, free, offline testing and self-improving prompts for Python developers.