Claude Code Snapshot + arXiv 2603.20847 research enhancements (full fork)

Persistent personal knowledge bases powered by LLMs • beyond RAG

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This is an arXiv based self-improving AI code agent project.

Evaluator-grounded autonomous prompt evolution. Genetic algorithms + runtime validation + meta-evolution to evolve prompts that generate better AI agent code. 150 generations, 862/1000 best score.

A finite ontology of 115 recurring software elements and a composition framework for LLM-based coding agents

This is a self-improving AI code agent project.

CLCE as AI thinking layer - Sowa 2004 exact - latest python - arxiv neurosymbolic

A from-scratch x86_64 custom operating system with TCP/IP networking, GUI desktop, working web browser — built with AI assistance as a benchmark for AGI progress

A predictive-coding substrate for emergent multi-agent intelligence.

A multi-agent signaling game for emergent communication learning using REINFORCE

Exploring Artificial General Intelligence (AGI) with Spiking Neural Networks (SNNs). This project creates an intelligent agent navigating novelty-driven exploration paths.

Aurogene - self-evolving digital mind

Agentic AI Infrastructure for magnifying HUMAN capabilities.

Cutting-edge AI research implementation featuring LLM disinformation analysis and manifold diffusion processes

Agent Society Platform — governance, memory, and long-term experimentation infrastructure for multi-agent systems. Built on the CAMEL framework.

Next evolution of grounded evolution: evolves full agent blueprints (system prompt + tools + memory + planning + self-evaluation) using Docker sandboxing, multi-objective fitness, meta-evolution, and task specialization. Built using DeepSeek V4.

🌌 From the Big Bang to You — a 4-minute animated evolution video rendered with Manim. 13 scenes spanning 13.8 billion years, with 4K upscale demo, ambient audio, and CI/CD pipeline.

Open-Ended Evolution of Self-Improving Coding Agents — an RSI seed that rewrites its own code, validates improvements on benchmarks, and evolves through Darwinian selection. Supports local models (Ollama/vLLM).

A governed multi-agent society built upon the principles of MindForth, the first working symbolic AGI for autonomous robots.

Arthur Samuel's 1959 self-learning checkers AI — interactive simulation

Self-referential Darwin-style agent forge that evolves its own mutation operators, evaluators, and core components. Built with DeepSeek V4.

Seed_AI_RSI - another experiment

Self-improving research agent for interdisciplinary paper synthesis

Samuel checkers AI — enhanced Vercel edition

Drop-in memory, skills, guardrails & workflows for Claude Code, Cursor, Codex, OpenClaw. Production-grade agent layer.

Advanced Quantum Reinforcement Learning for NISQ devices, Quantum AI, and AGI-oriented experimentation

ARCHIVED: Experiment using Grok Imagine to reimagine manim-evolution-story. 8 of 13 chapters generated before rate limits stopped progress.

OpenCog Hyperon MeTTa — 7 guided demos of the MeTTa language (successor to OpenCog Atomese). Taxonomy, combinators, types, reasoning, state, spaces, grounded functions. Built on hyperon-experimental.

Artificial life substrate exploring symbolic chemistry, computational abiogenesis, and emergent cognition

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A lightweight add-on built upon the Browser Use WebUI project.

A PyTorch implementation inspired by the public domain paper Titans: Learning to Memorize at Test Time

Jeopardy! offline learning bot using J-Archive TSV + Ollama judging

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Nullipotent Quantum AI Labs

State-of-the-art predictive coding, made easy.

SimWorld: An Open-ended Realistic Simulator for Autonomous Agents in Physical and Social Worlds

Modular AI runtime for robots

🌍 An Artificial-Life Laboratory for Emergent Civilizations — Earth-anchored multi-generation simulation engine. 23 generations observed, 95k vocalizations, deterministic, AGPL-3.

Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job training. Reinforcement learning for Qwen3.6, GPT-OSS, Llama, and more!

Privacy is a basic human right.

A vector index built on TurboQuant, written in Rust with Python bindings

Deploy concurrent Hermes Agent workers on unified-memory GPUs (GB10, DGX Spark) for maximum total tok/s. Profile-isolated, kanban-coordinated, crash-recovering.

Recursive Agent Skill Evolution Benchmark - Local Edition

The Free Energy Principle of Plasticity: Local Redundancy as Variational Free Energy in Deep World Models

A system of cooperating LLM agents in a loop of hypothesis and test, one acting in the environment and one synthesizing the model in code, with exact-replay verification and model-based planning, and it steers exploration with a Bayesian measure of object-type adequacy.

Self-hosted AI workspace.

Explicit belief states, structured reflection, and human negotiation for LLM agents

opencog full demo 2026

Topological Foundation Model for 3D Scientific Data

MolAI — Molecular Biology Analogues for LLM Interpretability. Tag. Purify. Track. Understand.

Prime Intellect demo: RL-enhanced math reasoning agent for fintech/quant use cases

Infinite Worlds with Versatile Interactions

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Evolutionary Prompt Optimizer - Population-based self-improving AI agent prompts (Hermes/Opencode)

Howso AI Demo: Explainable Predictions, Small Data Comparison & Synthetic Data Quality

RelBench: Relational Deep Learning Benchmark

Drone Wars Mars drone combat game

Adapted Hyena Hierarchy for real-time EEG signal-to-text generation using PyTorch and MNE. Based on Suro-One/Hyena-Hierarchy.

Perfect Thermodynamic Respiration: a hypothetical metabolic pathway targeting the theoretical maximum of 94 ATP per glucose via a Perfect Coupling Module (PCM). Synthetic biology, bioenergetics, and de novo protein design target.

2026 Neurosymbolic Seed: Evolving CLCE on LAM with LLM loops – Puffer-inspired freedom/safety for groundbreaking AI agents.

Voronoi-based seed management for: evolutionary algorithms, agent populations, and spatial reasoning in AGI systems.

Production-ready CrewAI + Mistral AI multi-agent workflow demo featuring autonomous research and writing agents powered by mistral-large-latest.

OpenGaia: open-source planetary-scale simulator coupling Earth systems, human societies, technology, and governance for foresight and decision-making.

No description.

Self-Governing Evolutionary Agent Parliaments with Hebbian Memory

A simple, yet elegant, HTTP library.

Self-Improving Agents with Procedural Memory for LangChain. Agents that learn across task executions by extracting, storing, and retrieving reusable heuristics from their own experience. Research-backed feature inspired by HyperAgents, ERL, MARS, and DGM.

A structured toolkit for subtractive research -- carve truth from marble.

Governance-first AI agent harness improvement via LLM-assisted proposal, replayable validation, regression suite persistence

GeneExplorer: LangGraph AI agent grounded in NCBI Gene, GWAS Catalog, and PubMed. Ask any human genetics question in natural language.

Exploring primes, inspired by the recent discovery of a record-breaking Mersenne prime by Luke Durant and theoretical advancements in prime distribution by Green & Sawhney. This repo delves into the mysteries of primes, particularly those of form p^2 + 4q^2, using ML and visualization.

Soul-driven AI agent with permission-hardened tools, token budgets, and multi-channel access. Runs 24/7 from CLI or Telegram.

A Transformer-Based Twitter Customer Pain-Point Detector built from scratch

View and debug coding agent transcripts — Claude Code, Codex, and more. Local-first, beautiful, searchable.

the recursive language model (RLM) CLI agent

Meta-Cognitive Self-Reflection in Minimal AI Systems - A novel AGI research path exploring self-reflection in resource-constrained architectures

Quantum Thermal Architecture simulation toolkit

UniversalMind: RSI & Multi-Agent Coordination Research Framework

Self-Evolving Agent Swarm Framework - Recursive Neurosymbolic Experience-Driven

Hypotheses for agent-driven PennyLane experiments

Runnable PennyLane experiments for agent hypotheses

Self-Evolving Agent Swarm - Recursive Neurosymbolic

Intelligent Workflow Orchestrator & Self-Optimizing System. Define DAG workflows, execute with parallelism, profile runs, detect bottlenecks, and auto-optimize with AI

A self-evolving Python script designed to develop and refine tentacles (small Python functions) across multiple domains like text processing, mathematics, and logic. Powered by a Deep Q-Network (DQN) for reinforcement learning, it autonomously selects actions—fetching knowledge, evolving tentacles, or optimizing resources

Differentiable Quantum Architecture Search (DQAS) — automated variational circuit design via end-to-end gradient-based architecture search, built on PennyLane. Implements arXiv:2505.09653.

🔬 LLM-native multi-agent laboratory — study vocabulary formation, social networks, alliances, and cultural emergence through actual natural language conversations between Mistral-backed agents

Continuous Learning Predictive Coding Networks on JAX — extending FabricPC with continual learning, self-modulating nodes, composable adapter stacks, PC-as-meta-learner, and energy-based architecture search.

Claude Shannon's Theseus maze-solving mouse simulation

AGI this, AGI that — 33 great minds, their real predictions, and when they think AGI will arrive

EvolveSpintronics - Self-Evolving Neurosymbolic Agent Framework

Open-ended evolving multi-agent ecosystem

KumoRFM Demo: A full-stack predictive query app with FastAPI backend, vanilla JS frontend, tiered caching, and comprehensive test suite

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A repository for the WolfSeed project

A colorful cellular automaton inspired by Conway's Game of Life, built in Haskell.

A cool audio-reactive visualizer app built with p5.js to demonstrate Hermes capabilities

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Real-time scheduling webapp with Elixir + Phoenix LiveView

A self-evolving AI exploring self-awareness with Pygame, ML, and modular components

A basic self-evolving learning agent in rust

RLC 2026 Big Worlds RL starter (Gymnasium + Q-learning)

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The Prolog Engine is designed to be a Prolog execution engine written in Rust.

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null-agi-seed-2026 — recursive symbolic AGI seed that literally rewrites itself.

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Memory-native reinforcement-learning substrate for autonomous AI agents

An interactive tool for identifying species in nature using AI.

MindSight: A self-predictive learning agent exploring awareness, memory, and emergence in a 1D world.

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Unofficial Vercel AI SDK Provider for Inflection AI

A Python simulation of Industrial Internet of Things (IIoT) parallelism inspired by K. Eric Harper's Industrial Internet Reference Architecture. Demonstrates concurrent sensor data processing.

Felan exploration

PyPhi live Φ in null-agi-seed-2026 + NullLab conscious agents

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An evolving neurosymbolic agent for AGI/ASI research, combining neural and symbolic AI with genetic evolution.

Enhanced felan with arXiv insights on federated learning

EvoGrok: An evolutionary AI framework leveraging Grok-2 insights for continuous self-improvement and growth.

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Endosymbiotic Predation for AI: Mitochondria-style competitive digestion seeds RSI

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A visual display of emergent conciousness

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Live Next.js web demo • EBM as Lyapunov function (r/ControlTheory thread) • Vercel ready

MVP Streamlit app to browse, search, and test 1000+ public APIs from the public-apis repo. Built with Python and love for open data!

EBM as Lyapunov function • Control Theory × Modern AI demo (inspired by r/ControlTheory thread)

Polished transcription and exploration of John F. Sowa's 2004 CLCE draft, with AI research focus on knowledge representation and controlled natural languages.

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Drone API Explorer — Mars military command center

Transcription & exploration of John F. Sowa's 2004 Common Logic Controlled English (CLCE) draft – knowledge representation / AI focus

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Ilya Carmack AI Reading List — Krizhevsky 2014, ResNet 2015, Transformer 2017

X bot swarm party - spawning agent conversations, custom languages & inventions on X

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AlphaGeometry++: A Hybrid Neuro-Symbolic Geometry Solver with Enhanced Adaptability and Explainability

Advanced AI engineering demos inspired by AIMA, modern ML, RL, agents, transformers, and AI systems research

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Minimal KumoRFM relational prediction experiment.

Enhanced KumoRFM sandbox by Coder 9393939

Theseus maze — Shannon's mouse, Vercel enhanced edition

Framework for AI agent teams that build real software on GitHub — governance, roles, and CLI included.

Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Llama) RAG and Agent app with langchain

SGLang is a high-performance serving framework for large language models and multimodal models.

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A harness for small llms

Simple, unified interface to multiple Generative AI providers

Head-to-head comparison of DeepSeek-V4-Flash vs Step-3.7-Flash on tool-eval-bench v2.0.6 (69 scenarios). Full results, summary, and analysis.

No description.

Open Claude Is Open-source coding-agent CLI for OpenAI, Gemini, DeepSeek, Ollama, Codex, GitHub Models, and 200+ models via OpenAI-compatible APIs.

Interactive subagents for pi — spawn, orchestrate, and manage sub-agent sessions in cmux terminals

Code for Kolmogorov-Arnold Network for Quantum Architecture Search i.e., KANQAS

NVIDIA Cosmos is an open platform of world models, datasets, and tools that enables developers to build Physical AI for robots, autonomous vehicles, smart infrastructure, and more.

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The open-source app everyone uses to manage agents at work

Memory engine and app that is extremely fast, scalable. The Memory API for the AI era.

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A massively parallel, high-level programming language

Introductions to key concepts in quantum programming, as well as tutorials and implementations from cutting-edge quantum computing research.

The Lightning plugin ecosystem provides fast quantum state-vector and tensor network simulators written in C++ for use with PennyLane.

Python package for compiling and analyzing quantum algorithms to simulate electronic structures.

A Hyperon MeTTa Interpreter/Transpilier that targets the Warren Abstract Machine

The Comprehensive Toolkit for Embodied AI Models

Hermes WebUI: The best way to use Hermes Agent from the web or from your phone!

AI suite powered by state-of-the-art models and providing advanced AI/AGI functions. Includes AI personas, AGI functions, world-class Beam multi-model chats, text-to-image, voice, response streaming, code highlighting and execution, PDF import, presets for developers, much more. Deploy on-prem or in the cloud.

The SmythOS Runtime Environment (SRE) is an open-source, cloud-native runtime for agentic AI. Secure, modular, and production-ready, it lets developers build, run, and manage intelligent agents across local, cloud, and edge environments.

Magick is a cutting-edge toolkit for a new kind of AI builder. Make Magick with us!

Extensible AGI Framework

Autonomous multi-batch development skill for Claude Code and Codex. They work while you sleep.

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

DeepProbLog is an extension of ProbLog that integrates Probabilistic Logic Programming with deep learning by introducing the neural predicate.

RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.

A platform for reproducible world model research and evaluation

A community-maintained Python framework for creating mathematical animations.

The open source coding agent.

Control Room-first template for managing Hermes agents from one VPS agent to specialist teams and orchestrated workflows

Run your GitHub Actions locally 🚀

Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 160,000+ scientists worldwide. 140 ready-to-use skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Antigravity, and the open Agent Skills standard.

AI Browser

magic-trace collects and displays high-resolution traces of what a process is doing

Python Geometrical Morphing

Pre-indexed code knowledge graph for Claude Code, Codex, Cursor, OpenCode, and Hermes Agent — fewer tokens, fewer tool calls, 100% local

Embedded property graph database built for speed. Vector search and full-text search built in. Implements Cypher.

Graph Neural Network Library for PyTorch

Kumo Coding Agent — context docs, skills, and self-maintenance for building ML models with the Kumo SDK

This repository is for tracking issues, feature requests, and feedback for KumoRFM.

Zeek is a powerful network analysis framework that is much different from the typical IDS you may know.

The Kubefirst Open Source Platform

"CLI-Anything: Making ALL Software Agent-Native" -- CLI-Hub: https://clianything.cc/