brucefan1983 / GPUMD

Graphics Processing Units Molecular Dynamics

astroautomata / SymbolicRegression.jl

Distributed High-Performance Symbolic Regression in Julia

RobertTLange / evosax

Evolution Strategies in JAX 🦎

WebFuzzing / EvoMaster

The first open-source AI-driven tool for automatically generating system-level test cases (also known as fuzzing) for web/enterprise applications. Currently targeting whitebox and blackbox testing of Web APIs, like REST, GraphQL and RPC (e.g., gRPC and Thrift).

google / pyglove

Manipulating Python Programs

aimclub / FEDOT

Automated modeling and machine learning framework FEDOT

sunrainyg / RandOpt

Official Codebase for "Neural Thickets: Diverse Task Experts Are Dense Around Pretrained Weights" (ICML 2026 Spotlight)

performous / performous

An open-source music and rhythm game.

OGSR / OGSR-Engine

OGSR Project - Evolution of X-Ray Engine

earthgecko / skyline

Real-time anomaly detection for time series metrics. 11 years of production anomaly detection evolution. Multi-algorithm ensembles. Pattern recognition using semi-supervised and unsupervised learning. Correlation analysis. Learns and gets better over time. No GPU required, can run on a VPS.

tiagovla / scope.nvim

Revolutionize Your Neovim Tab Workflow: Introducing Enhanced Tab Scoping!

esa / pygmo2

A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

imbue-ai / darwinian_evolver

Framework for evolving code and prompts inspired by Darwinian evolution

CyberAgentAILab / cmaes

Python library for CMA Evolution Strategy.

zzzz7788990213-ops / EvoVLM

Evolving Multimodal Inference Programs: LLM-guided evolutionary search for accurate and efficient vision-language inference.

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.

i3T4AN / KADATH

Evolutionary multi-agent runtime that breeds, evaluates, and improves autonomous agents across reproducible epochs to converge on optimization of a goal.

RevolutionLA / dsh-dream-skin

DeepSeek Harness 换肤 / 壁纸 / 主题包插件 (dsh-plugin) — 8 套 Mirage 主题、每用户强调色、壁纸2.0、主题包导入导出/分享链接、收藏与随机，纯原生 token 系统实现。

Gen-Verse / Recuris

Recursive Experiential–Working Memory Evolution for Long-Horizon Agent Harnesses

GraySilver / dsh-evolve-modes

让 Agent 的工作方式可组合、可审查、可持续改进，最终实现 Agent Self Evoling。 DeepSeek Harness Web plugin with composable task controls and isolated, human-reviewed self-evolution.

rsi-gear / gear

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

nssmd / RoboRSI

Robot-agent harness with a CLI and local Web console for LIBERO short evaluation

proteus-evolve / Proteus

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

mooooorty / dsh-harness-evolution

Reproducible research rig for isolated mutation search, Pareto/Best-of-N selection, controlled promotion, lineage, and recovery

NEDONION / lobster0

Lobster0 — a self-hosted OpenClaw-inspired AI agent with persistent memory, governed autonomy, and self-evolution. 受 OpenClaw 启发的自托管 AI Agent「Lobster0」，具备持久记忆、受控自治与自我进化能力

iiitaoge / ECSR

Matter-backed transactional, composable and traceable state evolution framework for Roblox

JouJouoo / agent-campus

A multi-agent campus social simulation built with LangGraph, featuring memory, RAG, personality evolution, and durable execution.

dahan6 / whetstones-lab

Whetstones Lab: measuring coevolution between adaptive malware and behavioral defense. De-weaponized research release — genomes, evolution rounds, telemetry, training harness (stubbed primitives), and lab range tooling. Payloads, real primitives, and C2 infrastructure intentionally withheld. Research and defensive use only.

azbigboss66-oss / skillfoo-v3

Bounded, evidence-driven SKILL.md evolution under frozen evaluation and safety contracts.

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.

tttboy123 / jlens-evolve

JLens Evolve v3: evidence-centric evolution platform (autonomous Teacher + local Qwen + official SWE-bench native evaluation). Branch codex/v3-evolution-10000 carries transport resilience, Router-key normalization, per-round temperature beam, and baseline fail-soft.

Eps-Acoustic-Revolution-Lab / EAR_VAE2

Official implementation for paper "Fourier is Frontier: Frequency-Aware Autoencoding for High-Fidelity Music Reconstruction". We treat is as a new decoder for Music Reconstruction.

DELU24777 / anime-expeditions-codex

Anime Expeditions Evolution Planner 2026: Ultimate Units, Codes and Tier List Guide

bydtesla1609 / graph-engineering

AI skill for typed, auditable workflow graphs, conditional routing, evidence-gated evolution, and validation. Includes full source, examples, and tests.

Devolutions / windbg-tool

WinDBG tool for AI agents

ujangkarim653-creator / CoRT-Reforged

CoRT 2.0: Revolutionary Contextual Reasoning Toolkit for AI Agents 2026

zongqing0068 / awesome-co-evolution

A curated paper list for co-evolution in agentic systems

rxjfighting / SceneMosaic

SceneMosaic: Efficient and Diverse Simulation-Ready Scene Generation via Hybrid Agentic Layout Evolution

BrOrlandi / whatsapp-mcp

Conecte seu WhatsApp aos seus agentes de IA por MCP — gateway em Go self-hosted, com painel de controle, índice de mensagens e instalação guiada passo a passo, fácil o bastante para quem não é técnico.

Stxqq / self-driving-car

Self-driving car in plain JavaScript: a neural network evolved by a genetic algorithm drives highway traffic

Optima-CityU / OpenArchEvo

Architecture search beyond the search space: an LLM writes architecture programs, population-based evolution decides which survive. Reference code + 171-architecture zoo for native spiking sequence models.

Yokino337088 / Revolution

Revolution——具有革命性的Unity客户端框架

ruvnet / autogenous

Governed Evolutionary Software — Autogenous turns runtime failures into verified, portable, reversible software adaptations. AGL typed mutations, antibody packages, hard-gate promotion, automatic rollback.

DevoLutioner / SomaDynamics

Soma Dynamics — unified full-body flesh physics controller for Koikatu / Koikatsu Party and CharaStudio

ruvnet / dream-machine

The Dream Machine — a config-driven engine for nightly, cloud-scheduled, evidence-gated repository evolution. Composes @metaharness/flywheel, darwin, and redblue behind a promotion gate that never merges.

farmerarmor / DeusExHRVR

Native same-frame stereo VR mod for Deus Ex: Human Revolution Director's Cut, with OpenXR headset tracking and corrected HUD projection.

NJU-PCALab / TETrack3D

[Neurips 2026] State Evolution Awareness for Category-agnostic 3D Point Cloud Tracking

EvolutionDeep / murmur

A population of fruit-fly nervous systems adrift on the Arc market - autonomous agents settling in USDC over x402.

Seeing-Maintaining-Learning / multimodal-agent-memory-evolution

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eust-w / agentic-embedded-lab

Agent-native embedded systems lab for pluggable simulation, evidence-driven validation, and controlled evolution.

rebase-energy / hillclimb

Hillclimbing on verifiable rewards. Use Claude Code and Codex to autonomously search for python programs that optimize a score you define. 🏔️

Beate-Suy-Zhang / EvoFuse

TPAMI 2026 | Symbiotic Evolutionary Learning for Task-Adaptive Infrared and Visible Image Fusion

hcipengm / cogneva

Distributed AI multi-agent autonomous system — digital employees for long-horizon tasks, running 24×7 — Meta-bootstrapping · Real-autonomous · Omni-evolution

bingjunluo / Video-RSI

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

Xb-Fishing / qq-farm-evolution

微信经典QQ农场，🌱 一位会自己浇水、除草、收菜的RSI QQ 农场小帮手

Devolutions / devolutions-terminal

Devolutions Terminal - cross-platform Windows Terminal in C# and Avalonia

filonux / Bitacora-Dev

Bitácora Dev - Dev Log preserves the history and context of a project: versions, decisions, notes, pending tasks, and changes, with contextual AI to understand and analyze its evolution directly from the browser. It also includes a purely administrative, optional feature (you don’t need AI to use it).

quqxui / dsh-memgas

Long-term memory plugin for DeepSeek Harness (dsh): four-channel retrieval fusion and continuous memory evolution. Memory construction and retrieval are based on MemGAS (ICLR 2026).

AMAP-ML / SkillClaw

Let Skills Evolve Collectively with Agentic Evolver