google-research / harness2
Python framework for recursive, task-level and harness-level optimization of agent harnesses around fixed LLM weights, tested on professional benchmarks.
google-research / harness2
EverMind-AI / Raven
The Harness of Harnesses • built for RSI: a trusted, persistent, self-evolving multi-agent ecosystem for all-domain collaboration.
zgcagi / Harness-RSI
Harness self-evolution: update targets, theory, evaluation, and reported evidence. Bilingual reading list and project website.
blacklanternsecurity / bbot
The recursive internet scanner for hackers. 🧡
recursive-oss / rec
Our lightning-fast inference engine.
OpenSenseNova / SenseNova-RoboRSI
A unified framework for building, evaluating, and recursively improving embodied agents. 🚀 Code release coming soon.
Danielxu0208 / rsi_eval
A lightweight Python SDK and CLI for evaluating recursive self-improvement (RSI) methods across agent benchmarks.
cocacola-lab / Recursia
Recursive self-improvement for robot manipulation, with real-robot experiments and shared executable skills.
lobehub / awesome-rsi
A curated research map of Recursive Self-Improvement (RSI): models, agents, harnesses, embodied systems, automated AI R&D, benchmarks, and safety.
zhengkid / Dream-RSI
The offical repo for "Dream-RSI: Recursive Self-Improvement through Evolving Worlds"
rome-os / rome
A compounding agent OS for recursive agents. Also an open source alternative to Grok Bot and Meta's Muse.
Gen-Verse / DiscoveryRSI
DiscoveryRSI: Recursively Learning to Discover Valuable Hypotheses
WenyiWU0111 / RSIGame
RSIGame: Autonomous agentic game development with recursive self-improvement
AetherLabsAI / RSIAgent
A training-free multi-agent framework for recursive self-improvement in new environments through broad-then-deep autonomous exploration and reusable memory.
Gen-Verse / RSI-Anything
RSI-Anything: Unlocking Recursive Self-Improvement with World Models
rsi-gear / gear
Modular algorithms and evaluation tools for recursive harness evolution. Infrastructure for RSI.
gkurt / tegaki
Handwriting animation for the web. Supports any font or text.
NLnetLabs / unbound
Unbound is a validating, recursive, and caching DNS resolver.
SAIL-Research-Lab / Physical-RSI
Who Improves the Robot? Toward Physical Recursive Self-Improvement
selfimproving-agent / Awesome-Self-Improving-Agents
A curated list for Self-Improvement in Foundation Model Based Agentic Systems.
alexzhang13 / rlm
General plug-and-play inference library for Recursive Language Models (RLMs), supporting various sandboxes.
Gen-Verse / ScienceBuddy
ScienceBuddy: Recursive-in-Recursive Self-Improvement for Interactive Scientific Agents
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.
DAGroup-PKU / PyRUA-Lean
Fewer Tokens, Better Action: GPT-6 Astra Robot Agents with 14% Higher Success but 65% Fewer Tokens
FrontisAI / OpenRSI
Executable, measurable, and reproducible AI4AI toward recursive self-improvement. Home of OpenMLE and Frontis-MA1.
sahibzada-allahyar / Formal-Verification-RSI
Formal verification for AI: a Lean 4 + Dafny proof checker that catches fake AI proofs (reward hacking), and verified recursive self-improvement (RSI) for coding agents. AI for math, physics and software engineering.
laude-institute / headlong
An open source agent microharness featuring persistent agency and recursive LLMs. Of bash, by bash, for bash; it's shells all the way down.
bingjunluo / Video-RSI
[Arxiv] Video-RSI: Recursive Self-Improvement of Video Understanding Agents via Harness Evolution
Genivia / ugrep
🔍 ugrep 7.8 file pattern searcher -- a user-friendly, faster, more capable grep replacement. Includes a TUI, Google-like Boolean search with AND/OR/NOT, fuzzy search, hexdumps, searches (nested) archives (zip, 7z, tar, pax, cpio), compressed files (gz, Z, bz2, lzma, xz, lz4, zstd, brotli), pdfs, docs, and more
exoharness / exo
Exo is an agent + harness architecture that is fully recursive, able to safely edit all aspects of itself at runtime to get better at your tasks.
aiming-lab / SkillRL
[NeurIPS'26] SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning
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.
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.
minnesotanlp / meta-n
Code for Zae Myung Kim's paper titled "Meta^n: Recursive Self-Improvement through Emergent Depth"
RecursiveMAS / RecursiveMAS
[NeurIPS 2026] Recursive Multi-Agent Systems
theseus-labs-rsi / awesome-rsi
A curated list of papers and resources on Recursive Self-Improvement (RSI) for AI.
cocacola-lab / awesome-embodied-rsi
A curated list of Embodied Recursive Self-Improvement (Embodied RSI) research, systems, benchmarks, and industry updates.
evolvent-ai / RSIGym
RSIGym: A Flexible Environment for Recursive Self-Improvement
epi052 / feroxbuster
A fast, simple, recursive content discovery tool written in Rust.
Glitch-Cat-Club / graph-memory-starter
Knowledge graph memory for AI assistants: three SQLite tables, one recursive query, one prompt hook.
aibuildai-inc / aibuildai-llm-posttrain-agent
AIBuildAI LLM-Post-Train Agent: a recursive self-improving (RSI) agent for autonomous LLM post-training
Yokoya-Lab-UTokyo / RSI4EO
The Last Remote Sensing Model Built by Humans? Casting any Earth observation task as recursive self-improvement. Code coming soon.
plasma-ai / fractal
Hierarchical agent loops with recursive self-organization.
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.
gyscos / cursive
A Text User Interface library for the Rust programming language
Gen-Verse / Recuris
Recursive Experiential–Working Memory Evolution for Long-Horizon Agent Harnesses
proteus-evolve / Proteus
Self-evolution for any agent harness. Plug in. Evolve. Measure.
IMBALDY / RecursiveGameCreator
Recursive Game Creator: An Agentic Product-Level Experience-Oriented Game Harness
zoezou2015 / Awesome-Data-Centric-Recursive-Improvement
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greyhaven-ai / autocontext
a recursive self-improving harness designed to help your agents (and future iterations of those agents) succeed on any task
voicetreelab / voicetree
The spatial IDE for recursive multi-agent orchestration. It's like an Obsidian graph-view that you work directly inside of.
grishahq / recursive-llm
Recursive Language Models for efficient long-context processing. Analyze 1M+ tokens by storing context in a Python REPL while reducing LLM token usage.
muellerberndt / cadence
A brain that learns from live experience. System 1 by default: perception, memory, plasticity and action. Optional System 2 for self-observation and slow corrections.
aiming-lab / RSI-Exam
RSI-Exam: Measuring Recursive Self-Improvement on Long-Horizon, Executable Research Tasks · Discord https://discord.gg/FBzhepyE
Valen-Team / Awesome-RSI
Recursive Self-Improvement · From Experience to Systems to Models
doctrine / lexer
Base library for a lexer that can be used in Top-Down, Recursive Descent Parsers.
mahmoud / boltons
🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
sebastianbergmann / recursion-context
Provides functionality to recursively process PHP variables
TehShrike / deepmerge
A library for deep (recursive) merging of Javascript objects
codeplea / tinyexpr
tiny recursive descent expression parser, compiler, and evaluation engine for math expressions