volcengine / OpenViking
Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.
volcengine / OpenViking
zgcagi / Harness-RSI
Harness self-evolution: update targets, theory, evaluation, and reported evidence. Bilingual reading list and project website.
MemTensor / MemOS
Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings and DeepSeek Harness support.
Prism-Shadow / penguin-harness
🐧 Unified and Stable RSI Platform
microsoft / SkillOpt
SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifacts.
ruc-datalab / EvoOntology
EvoOntology: A Self-Evolving Ontology Layer for Data Agents ⚙️ EvoOntology插件为Claude Code/Codex 建立&进化本体层
EverMind-AI / EverOS
One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows.
Devin-AXIS / iPolloWork
Enterprise-grade, local-first Agent Workbench for people and agent teams. A unified multi-engine workspace for Codex Harness, DeepSeek Harness, and OpenCode, with unified plugins and Skills, multi-agent projects and tasks, and editable code, documents, presentations, design, and video.
Renaissance-Mind / ShowAI
The evolving interface between humans and agents — Claude Code and Codex answer with interactive pages you can edit, keep and share.
EverMind-AI / Raven
The Harness of Harnesses • built for RSI: a trusted, persistent, self-evolving multi-agent ecosystem for all-domain collaboration.
Code-Amadeus / Amadeus
Real-time multimodal desktop agent evolving toward a persistent AI OS interface (0.17 α).
zhengkid / Dream-RSI
The offical repo for "Dream-RSI: Recursive Self-Improvement through Evolving Worlds"
omdsh-dev / dsh-mnemon
Composable, view-based context for DeepSeek Harness. Pluggable sources and strategies, with layered memory and self-evolving skills out of the box.
lsdefine / GenericAgent
Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption
EvoMap / evolver
The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai
radixark / miles
Miles is an enterprise-facing reinforcement learning framework for LLM and VLM post-training, forked from and co-evolving with slime.
Orkas-AI / Orkas
Orkas is an open-source (MIT), local-first AI team for your desktop: a Commander turns your goal into to-dos and coordinates 16 built-in specialist agents plus Claude Code, Codex, OpenCode, OpenClaw and Hermes, with projects, scheduled automations and connectors. Free app for macOS & Windows; built-in models or your own keys.
air-embodied-brain / Zetta-Embodiment
Zetta is an efficient closed-loop embodied harness for self-evolving physical intelligence. It evolves code-based runtime critics and recovery skills online while keeping the base policy frozen. Project Page: https://air-embodied-brain.github.io/zetta/
Human-Agent-Society / CORAL
Open-source autoresearch powered by autonomous coding agents. Run Claude Code, OpenCode, and Codex with grading, shared knowledge, and multi-agent evolution. Accepted at COLM 2026.
lobehub / awesome-rsi
A curated research map of Recursive Self-Improvement (RSI): models, agents, harnesses, embodied systems, automated AI R&D, benchmarks, and safety.
ZJU-REAL / HugAgentOS
HugAgentOS: The Self-Evolving AgentOS for Ontology-Grounded Trustworthy Reasoning
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.
AbuZar-Ansarii / PocketStrike
PocketStrike is a privacy-first mobile AI workstation. It combines zero-cloud native on-device GGUF inference (ARM NEON accelerated) │ with frontier cloud LLMs, multi-step ReAct agent tools, Model Context Protocol (MCP) servers, self-evolving cross-session memory, and FLUX neural image │ generation.
rux001 / HyperSkill
HyperSkill: Self-Evolving LLM Agents via Hypergraph-Structured Skill Memory
MiniMax-AI / MiniMax-Code-MiniApps
We believe the Agent is evolving into the next-generation operating system (OS). In this paradigm shift, a plugin is no longer just a feature extension: a plugin is software, and a plugin is an app (a Mini App).
KuOnoda / AutoRef
Official implementation of “Harness Optimization for Agentic Multi-Reference Image Generation”
aleksey-hoffman / sigma-file-manager
"Sigma File Manager" is a free, open-source, quickly evolving, modern file manager (explorer / browser) app for Windows and Linux.
razzant / ouroboros
Ouroboros — self-creating AI agent. Born Feb 16, 2026.
modelscope / sirchmunk
🐿️ Sirchmunk: Raw data to self-evolving intelligence, real-time.
aiming-lab / SkillRL
[NeurIPS'26] SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning
harbor-framework / terminal-bench
Measuring and evolving with the frontier of agent work
rlresearch / dr-tulu
Official repository for DR Tulu: Reinforcement Learning with Evolving Rubrics for Deep Research
selfimproving-agent / Awesome-Self-Improving-Agents
A curated list for Self-Improvement in Foundation Model Based Agentic Systems.
clawdotnet / openclaw.net
Self-hosted Enterprise and Personal AI + agent runtime in .NET (NativeAOT-friendly)
lbx154 / Argus
A self-evolving multi-agent system for autonomous research, operating 24/7 to explore, learn, and improve.
AllSpark-Research / AdaptEvo
Adaptive Agent Learning with Evolving Supervision
erenciracioglu-dotcom / hermes-self-evolution
A self-evolving harness framework for Hermes Agent. Evolution + Critic + Verifier + Gardener cooperate to make your Hermes instance measurably more useful over time. Generic, MIT-licensed, ships empty.
DAGroup-PKU / PyRUA-Lean
Fewer Tokens, Better Action: GPT-6 Astra Robot Agents with 14% Higher Success but 65% Fewer Tokens
trickytricklol / agentflow-platform
Enterprise multi-agent self-evolving workflow orchestration platform MVP
tylerelyt / self-evolving-agent-harness
《自进化 Agent Harness 工程实战》课程配套代码，整理中。
EvoScientist / EvoScientist
🔬 Harness Vibe Research with Self-evolving AI Scientists
EvolvingLMMs-Lab / lmms-eval
One-for-All Multimodal Evaluation Toolkit Across Text, Image, Video, and Audio Tasks
neomjs / neo
Neo.mjs is a self-evolving software organism: a professional end-to-end AI engineering team whose cross-model swarm inhabits live apps via Neural Link, Active Hybrid GraphRAG, DreamService, and self-healing loops.
prometheus / OpenMetrics
Evolving the Prometheus exposition format into a standard.
alxshelepenok / lumen
A constantly evolving and thoughtful architecture for creating static blogs.
huytieu / COG-second-brain
Self-evolving second brain with 35 AI skills, 10 agents, and people CRM. Closed-loop harness: a V-model verification lifecycle where the worker never grades its own homework. Plus paired anti-slop design skills for marketing and product UI. Works with Claude Code, Cursor, Kiro, Gemini CLI, Codex.
pmotschmann / Evolve
An incremental game about evolving a civilization
EvolvingLMMs-Lab / LLaVA-OneVision-2
Fully Open Framework for Democratized Multimodal Training
ZHangZHengEric / Sage
An RSI Agent Harness for running, evaluating, and evolving agents—with tools, skills, MCP, stateful execution, and multi-agent workflows.
zylos-ai / zylos-core
🐙 Give your AI a life — open-source agent infrastructure for team collaboration.
HerculesWS / Hercules
Hercules is a collaborative software development project revolving around the creation of a robust massively multiplayer online role playing game (MMORPG) server package. Written in C, the program is very versatile and provides NPCs, warps and modifications. The project is jointly managed by a group of volunteers located around the world as well as a tremendous community providing QA and support. Hercules is a continuation of the original Athena project.
beita6969 / ScienceClaw
Verifiable program-level self-evolution for AI-for-Science agents: Skills and typed Operators grow from replay-verified executions.
EvolvingLMMs-Lab / lmms-engine
A simple, unified multimodal models training engine. Lean, flexible, and built for hacking at scale.
flask-dashboard / Flask-MonitoringDashboard
Automatically monitor the evolving performance of Flask/Python web services.
mims-harvard / AutoScientists
AutoScientists: Self-Organizing Agent Teams for Long-Running Scientific Experimentation
iAmMccc / SmartCodable
SmartCodable is a data parsing library built on Swift’s Codable, designed for simple usage and strong real-world compatibility. It gracefully handles missing fields, default values, and evolving JSON structures. SmartCodable 是基于 Swift Codable 的数据解析库，主打简单易用与真实业务场景下的强兼容性，能够优雅应对不断变化的 JSON 数据。
GeminiLight / MindOS
MindOS is a Human-AI Collaborative Mind System, where human thinks and agents act. Globally sync your mind for all agents: transparent, controllable, and evolving symbiotically.
OWASP / OFFAT
The OWASP OFFAT tool autonomously assesses your API for prevalent vulnerabilities, though full compatibility with OAS v3 is pending. The project remains a work in progress, continuously evolving towards completion.
wkqdzkd / Awesome-Reliable-Self-Evolving-Agents
Diving into Reliable Self-Evolving Agents: A Survey
EmergentMind / nix-config
A continually evolving multi-user, multi-host NixOS configuration.