volcengine / OpenViking
Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.
volcengine / OpenViking
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.
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
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).
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.
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
mims-harvard / AutoScientists
AutoScientists: Self-Organizing Agent Teams for Long-Running Scientific Experimentation
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
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.
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.
CamusGIT / EvoQuant
EvoQuant is a self-evolving AI research agent specialized in quantitative investment research. It runs the full research loop autonomously
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.
TunaaaAaaaa / miniEvoAgent
A simple, feasible repository to reproduce and learn self-evolving/recursive self-improvement agent.
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
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。
KuOnoda / AutoRef
Official implementation of “Harness Optimization for Agentic Multi-Reference Image Generation”
cyan3906 / Self-Evolving-Recommender-Ecommerce
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EvoHarnessRL / EvoHarness-RL
EvoHarness-RL: Learning Runtime Harness Coordination for Self-Evolving Agents