arc-agi

Programmatic memory for long-horizon LLM agents: the harness appends everything to one log, and the agent searches it with code. 97.4% on ARC-AGI-3 (arXiv:2607.20064)

The history files when recording human interaction while solving ARC tasks

Multiple datasets for ARC (Abstraction and Reasoning Corpus)

My writings about ARC (Abstraction and Reasoning Corpus)

An agent skill that plays ARC-AGI-3. One rule: say what an action will do before you spend it. Claude Code on Opus 5 finished all 25 public games at 100.00 RHAE in 7,645 actions.

A Mimetic Procedural Benchmark Generator for the Abstraction and Reasoning Corpus

Enjoy puzzle-solving directly in your browser.

ARC gym: a data generation framework for the Abstraction & Reasoning Corpus

Artificial intelligence with a network of connected neurons

A python framework to streamline your ARC challenge solutions. From graphical displays to optimized Kaggle submissions

My solution for ARC-Prize 2024

ARC-AGI Prize Explainer (Includes ARC-AGI-3!)

ARC-AGI like tasks generators in 1D

Source code for Reason to Play [NeurIPS '26]

TWIN: Test Time World Model Inference

SHYRS: A proof of concept for specifying how humans solve ARC-AGI-2 puzzles

Abstract Reasoning Chain-of-Thought (AR-CoT): is a neuro-symbolic cognitive architecture (AR-CoT) for LLM abstract reasoning. Solves perception & generalization bottlenecks via symbolic grounding, advanced geometric priming, and principle induction for the Kaggle ARC-AGI Prize 2025.

Code for my ARC Prize 2024 submission

Prompts for solving ARC (Abstraction and Reasoning Corpus) with GPT4 or similar

demo benchmark for sample-blind evaluation