The recursive internet scanner for hackers. 🧡
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🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
- python
- utilities
- cache
- data-structures
The Harness of Harnesses • Super Agent: a trusted, persistent, self-evolving multi-agent ecosystem for all-domain collaboration.
General plug-and-play inference library for Recursive Language Models (RLMs), supporting various sandboxes.
Recursive-Open-Meta-Agent v0.1 (Beta). A meta-agent framework to build high-performance multi-agent systems.
Recursive Mono & Sans is a variable font family for code & UI
- font
- variable-font
- type-design
- fonttools
A unified framework for building, evaluating, and recursively improving embodied agents. 🚀 Code release coming soon.
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.
- machine-learning
- embodied-ai
- online-learning
- python
A framework for continual learning and recursive self-improvement through harness adapter evolution.
A lightweight Python SDK and CLI for evaluating recursive self-improvement (RSI) methods across agent benchmarks.
- ai-agents
- benchmarking
- llm-evaluation
- python
A Unified Framework for Efficient RSI Research
- agent
- recursive-self-improvement
Self-improving code for any git repo: give it a measurable goal, a coding agent (Claude Code or Aider) proposes changes, the kernel scores them, keeps winners and rolls back failures. Open-source AlphaEvolve / FunSearch-style evolution loop, sandboxed, with an auditable ledger.
- agent-harness
- ai-agents
- aider
- alphaevolve
Official repository for the paper “RSIPO: Recursive Self-Improving Policy Optimization for Agentic Reinforcement Learning via Skill-Policy Co-Evolution”
Our lightning-fast inference engine.
HarnessMM: recursive self-improvement for harness token efficiency
- agent-harness
- llm-agents
- recursive-self-improvement
- token-efficiency
DiscoveryRSI: Recursively Learning to Discover Valuable Hypotheses
- agent-framework
- agentic-workflow
- aiforscience
- llm-agents
CUA-Master: Scaling Computer-use Agents through Open-World Recursive Improvements
Recursively watch a directory for modifications and publish file content to an MQTT broker