zgcagi / Harness-RSI

Harness self-evolution: update targets, theory, evaluation, and reported evidence. Bilingual reading list and project website.

Gen-Verse / DiscoveryRSI

DiscoveryRSI: Recursively Learning to Discover Valuable Hypotheses

cocacola-lab / Recursia

Recursive self-improvement for robot manipulation, with real-robot experiments and shared executable skills.

WenyiWU0111 / RSIGame

RSIGame: Autonomous agentic game development with recursive self-improvement

EverMind-AI / Raven

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

QERSSD / HowToAvoidScams

人间防骗指南：373 篇骗局拆解，覆盖刷单、杀猪盘、AI 换脸、养老诈骗等 16 类；附真实案例报道、生活自查清单、PDF/EPUB/Anki 下载，还有 12 局防骗小游戏

zhengkid / Dream-RSI

The offical repo for "Dream-RSI: Recursive Self-Improvement through Evolving Worlds"

Gen-Verse / RSI-Anything

RSI-Anything: Unlocking Recursive Self-Improvement with World Models

SAIL-Research-Lab / Physical-RSI

Who Improves the Robot? Toward Physical Recursive Self-Improvement

FriesI23 / mhabit

Open-source Flutter habit tracker with smart scoring, WebDAV sync, local-first storage, privacy-focused design, and support for Android, iOS, Windows, macOS, and Linux.

lobehub / awesome-rsi

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

Gen-Verse / ScienceBuddy

ScienceBuddy: Recursive-in-Recursive Self-Improvement for Interactive Scientific Agents

Birfy / agentdescent

Gradient descent, but the parameters are agents — a parallel, asynchronous framework for self-evolving agents (skills, prompts, harnesses). Diffs are the gradients; the aggregator is the optimizer.

Danielxu0208 / rsi_eval

A lightweight Python SDK and CLI for evaluating recursive self-improvement (RSI) methods across agent benchmarks.

ant-research / AntOmniEvo

An auto-evolution framework that optimizes anything — your 7×24 team of algorithm engineers.

opencrabs / opencrabs

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

FrontisAI / OpenRSI

Executable, measurable, and reproducible AI4AI toward recursive self-improvement. Home of OpenMLE and Frontis-MA1.

pskoett / self-improving-agent

Self-improvement skill for OpenClaw. It captures learnings, errors, and feature requests to support continuous improvement across sessions. It is a agent knowledge skill made for the skill marketplace

selfimproving-agent / Awesome-Self-Improving-Agents

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

cocacola-lab / awesome-embodied-rsi

A curated list of Embodied Recursive Self-Improvement (Embodied RSI) research, systems, benchmarks, and industry updates.

DAGroup-PKU / PyRUA-Lean

Fewer Tokens, Better Action: GPT-6 Astra Robot Agents with 14% Higher Success but 65% Fewer Tokens

walkinglabs / self-improving-agent-notebook

Master self-improving LLM agents systematically with runnable Stanford CS329A notebooks.

TokenRhythm / NeoHorse

NeoHorse-1: Towards Recursive Self-Improvement via Agentic Post-Training with Routing Harness.

ReflexioAI / claude-smart

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

AetherLabsAI / RSIAgent

A training-free multi-agent framework for recursive self-improvement in new environments through broad-then-deep autonomous exploration and reusable memory.

aiming-lab / RSI-Exam

RSI-Exam: Measuring Recursive Self-Improvement on Long-Horizon, Executable Research Tasks · Discord https://discord.gg/FBzhepyE

EfficientStreet / hindsight

A self-improvement skill for AI coding assistants — reviews a session end-to-end and saves only the durable process lessons as persistent memory.

KaiWU5 / Awesome-AI4AI

Updated weekly — until humanity achieves AI4AI. AI4AI Survey: can AI reliably improve AI? 223 papers on long-horizon agents, benchmarks, harness design, and recursive self-improvement.

rsi-gear / gear

Gear (General Evolution Architecture) is RSI infrastructure for AI agents. Use Gear to refine agent harnesses.

theseus-labs-rsi / awesome-rsi

A curated list of papers and resources on Recursive Self-Improvement (RSI) for AI.

arcships / rutis

A plugin runtime for software that iterates on itself — the substrate where agents write, swap and hot-reload their own plugins in Rust, TypeScript, Python and Go, across processes and machines.

evolvent-ai / RSIGym

RSIGym: A Flexible Environment for Recursive Self-Improvement

Shanghua-Gao / RSI-Jev

Typed-decision models (noul / choice / score) trained by a self-improving loop of AI agents — checkpoints, the code that produced them, and every version that failed.

metaevo-ai / harness-zero

Harness-Zero: Harness Distillation via Agent-as-Harness

proteus-evolve / Proteus

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

aibuildai-inc / aibuildai-llm-posttrain-agent

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

SalesforceAIResearch / Beagle

:dog: Beagle is designed to be the unified platform for the broader Recursive Self-Improvement (RSI) ecosystem. Think of it as Hugging Face Trainer for agent evolution. Its efficient rollout engine enables evaluation and evolution at scale across different agents, datasets, benchmarks, and evolution methods.

Self-Improving-Coding-Agents / SI2CA

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

openma-ai / Martty

Unified Harness TUI (ACP client). Self-Improvement TUI plugin of DeepSeek Harness. Everything Here Is Also A Plugin.

TunaaaAaaaa / miniEvoAgent

A simple, feasible repository to reproduce and learn self-evolving/recursive self-improvement agent.

varungiridhar / qplanning-code

Value-guided action selection and self-improvement for frozen behaviour-cloning policies

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

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

officialgr / agent-artificium

A general agent harness for long term autonomous work, continual learning, and self-improvement.

DripNowhy / On-Policy-Self-Adaptation

Implementation of "Does On-Policy Distillation Really Distill? From Noisy Teacher to Self-Improvement"

0mxcl / NTE-Everness-Arc-Orchestrator

2026 AI Self-Improvement Trainer: Neverness to Everness Mastery

Picrew / awesome-rsi

A curated collection of papers, research blogs, and open-source projects on recursive self-improvement (RSI), self-modifying agents, and iterative self-training.

pinkbubblebubble / awesome-rsi

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

IamBlum / pm-copilot

A co-pilot for Claude that learns how you work and runs your weekly PM overhead: morning brief, weekly prep, open loops, and self-improvement. Tool-agnostic; runs in Claude Cowork or Claude Code.

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.

minnesotanlp / meta-n

Code for Zae Myung Kim's paper titled "Meta^n: Recursive Self-Improvement through Emergent Depth"

Gen-Verse / PAST-Bench

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

jaz-lang / jaz-evals

Reproduction package for "Harness as a Language: A Minimalist Agent Framework With Maximal Expressivity" — ten agent arms across AppWorld and StuLife

pk14742952-AD / dsh-host-rsi

DSH host RSI for local LLMs (currently Qwen3.8 27B): per-use continual self-improvement, counter-reason self-check, critic escalation, and memory retrieval.简单来说根据论文建立的长期反思教训机制，让大模型不再犯错，越用越强！重点是千问3.8 27B/FLASH这种本地LLM模型！当然在线大模型理论上也可以通用！

Fangx-AI / better-life

高性价比人生指南：650 条建议，34 个主题。省钱、避坑、少走弯路。场景导航、章节阅读、全文检索、关系图、收藏、PDF 与 Obsidian 下载。

OpenGVLab / RSI-Nav

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bingjunluo / Video-RSI

[Arxiv] Video-RSI: Recursive Self-Improvement of Video Understanding Agents via Harness Evolution

Oliverbansk / Awesome-Test-Time-Robot-Learning

A curated list and taxonomy of test-time robot learning: RL post-training, policy steering, test-time adaptation and training, test-time scaling, in-context learning, and policy self-improvement.

AreevAI / areev

Build micro-vertical AI products with memory, workflows, human approvals, and governed improvement. The open-source engine behind every Areev Store product.

Valen-Team / Awesome-RSI

Recursive Self-Improvement · From Experience to Systems to Models