zhaoxuya520 / reverse-skill
Reverse Engineering / Authorized Penetration Testing / Security Research Skill Router Pack AI-powered routing + On-demand toolchain bootstrapping + Self-evolving knowledge base Supports Claude Code, Kiro, Cursor, Cline, and other AI coding clients 逆向/渗透/安全技能路由包 - AI 自动路由 + 按需自举工具链 + 自动进化经验库 | 支持 Claude Code / Kiro / Cursor / Cline 等代码 AI 客户端
volcengine / OpenViking
Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.
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.
lsdefine / GenericAgent
Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption
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.
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.
EvoMap / evolver
The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai
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.
EverMind-AI / Raven
The Harness of Harnesses • built for RSI: a trusted, persistent, self-evolving multi-agent ecosystem for all-domain collaboration.
EvoScientist / EvoScientist
🔬 Harness Vibe Research with Self-evolving AI Scientists
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.
Prism-Shadow / penguin-harness
🐧 Unified and Stable RSI Platform
Orkas-AI / Orkas
Orkas is an open-source, local-first AI desktop app: a commander LLM directs specialist sub-agents, and runs your installed coding CLIs — Claude Code, Codex, OpenCode, OpenClaw, Hermes — as local sessions. Agents self-evolve via reflection and skill crystallization. BYO keys. macOS / Windows / Linux.
razzant / ouroboros
Ouroboros — self-creating AI agent. Born Feb 16, 2026.
modelscope / sirchmunk
🐿️ Sirchmunk: Raw data to self-evolving intelligence, real-time.
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.
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/
ZHangZHengEric / Sage
An extensible framework for custom, self-evolving AI agents, with configurable agent packages, tools, skills, and multi-round recursive self-improvement (RSI).
zylos-ai / zylos-core
🐙 Give your AI a life — open-source agent infrastructure for team collaboration.
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.
beita6969 / ScienceClaw
Verifiable program-level self-evolution for AI-for-Science agents: Skills and typed Operators grow from replay-verified executions.
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
lobehub / awesome-rsi
A curated research map of Recursive Self-Improvement (RSI): models, agents, harnesses, embodied systems, automated AI R&D, benchmarks, and safety.
mims-harvard / AutoScientists
AutoScientists: Self-Organizing Agent Teams for Long-Running Scientific Experimentation
wkqdzkd / Awesome-Reliable-Self-Evolving-Agents
Diving into Reliable Self-Evolving Agents: A Survey
shengshu-ai / Motus2
Motus2: A Self-Evolving General World Model for Dexterous Manipulation
ZJU-REAL / HugAgentOS
HugAgentOS: The Self-Evolving AgentOS for Ontology-Grounded Trustworthy Reasoning
ViktorAxelsen / MemSkill
[NeurIPS'26] MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents
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)
0xethanq / astra-quant-agent
结合多大模型分析与确定性代码风控的自主量化交易系统 ｜ Autonomous crypto trading system with multi-LLM analysis, deterministic Python risk control & OKX execution.
lbx154 / Argus
A self-evolving multi-agent system for autonomous research, operating 24/7 to explore, learn, and improve.
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.
tettethu / VibeGame
VibeGame: Vibe Your Dream Game -- An open-source self-evolving multi-agent framework with an AI-Native game engine that turns your natural language into a fully playable 2D web game and edit it any way you want, built on Claude Code & Codex.
zgcagi / Harness-RSI
Harness self-evolution: update targets, theory, evaluation, and reported evidence. Bilingual reading list and project website.
i3T4AN / KADATH
Evolutionary multi-agent runtime that breeds, evaluates, and improves autonomous agents across reproducible epochs to converge on optimization of a goal.
Yaxin9Luo / AutoDesign
The open-source design agent and harness, better than Claude Design on academic communication artifacts production. This DesignHarness can also be used with any coding harness you like ( Codex/Claude Code/Kimi Code/Pi/OpenCode etc..) and any agentic model you want.
MirroS-Lab / AgentGarten
AgentGarten: Code Worlds for Evolving 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.
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.
iSEngLab / Awesome-Self-Evolving-Coding-Agents
Repository for Self-Evolving Coding Agents
CamusGIT / EvoQuant
EvoQuant is a self-evolving AI research agent specialized in quantitative investment research. It runs the full research loop autonomously
mobius-system / mobius
Self-Evolving Multi-Agent Operation System
TimeLovercc / mojito
Mojito — the local, evolving alternative to cloud personal AI like Meta Muse.
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.
proteus-evolve / Proteus
Self-evolution for any agent harness. Plug in. Evolve. Measure.
Salmonbird / evoui-browser
Self-evolving browser automation for Codex, Claude Code, and Cursor—learn reusable site knowledge and safely replay verified routines with agent-browser.
visitworld123 / Awesome-Robot-Use-Agent
News: We add many jev+robot in infrastructure. A curated collection of papers and resources on robot-use agents, tool-based robot control, embodied agent runtimes, and self-evolving robotic systems.
TunaaaAaaaa / miniEvoAgent
A simple, feasible repository to reproduce and learn self-evolving/recursive self-improvement agent.
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.
HexaFuture / PhysicalCoding
Self-Evolving Coding Agents for Physical World
DAGroup-PKU / PyRUA-Lean
Fewer Tokens, Better Action: GPT-6 Astra Robot Agents with 14% Higher Success but 65% Fewer Tokens
Stahl-G / wikiskill
A self-evolving skill framework for evaluable agent tasks, with reproducible multi-domain validation experiments.
rux001 / HyperSkill
HyperSkill: Self-Evolving LLM Agents via Hypergraph-Structured Skill Memory
zhangcy122 / OpenJev
Self-evolving cognitive decision engine & TypeSafe Jev alternative. Deliberative decision flywheel ('explore first, crystallize later' System 2→1) with 100% option-order invariance. Typed probabilistic API (Choice, Noul, Score) for Open LLMs, Laya (ModernBERT), & commercial Jev with calibrated logprobs and adaptive safety guards.
Navinspire-ia / navin
Open-source AI agents for coding, research and automation. Run locally with your models, persistent memory, multi-agent execution, skills, MCP and self-evolving.
trickytricklol / agentflow-platform
Enterprise multi-agent self-evolving workflow orchestration platform MVP
Self-Evolving-Agentic-Robotics / SEAR
Official code for the SEAR benchmark
Human-Agent-Society / reef-eval
🌊 Evaluation infrastructure for self-evolving agents, on the Harbor task standard.
tylerelyt / self-evolving-agent-harness
《自进化 Agent Harness 工程实战》课程配套代码，整理中。