A curated list of autonomous improvement loops, research agents, and autoresearch-style systems inspired by Karpathy's autoresearch.

The Karpathy treatment for OpenClaw - stripped to ε. 515 lines of Python, 6 files, one dependency.

Hermes port of Karpathy-inspired LLM coding guidelines — SKILL.md + examples.

Let LLMs compile scattered knowledge into an ever-growing encyclopedia — just like a human expert would. Modified version of Andrej Kaparthy's LLM-Wiki knowledge base

AI memory-compiler for Claude Code, Codex, OpenCode, and Cursor — auto-captures conversations, extracts knowledge, builds a searchable Obsidian-compatible wiki inspired by Karpathy's LLM Knowledge Base

Meet Compilo. Inspired by Andrej Karpathy's LLM Knowledge Base idea. This is a full working implementation as a web app built and deployed entirely using an iPhone, claude-code and railway.

Personal knowledge wiki maintained by your AI tool via MCP

Decision-awareness system for detecting contradictions in complex data environments.

A local-first personal knowledge base built on Obsidian, with AI-assisted document ingestion, classification, summarisation, and synthesis.

A Karpathy-style LLM Wiki on AI literacy, built by an educator.

A minimal ready-to-fork template for Andrej Karpathy’s LLM Wiki that lets you instantly bootstrap a persistent, LLM-maintained Markdown knowledge base — turning raw notes and documents into a compounding, structured personal wiki.

Automate Claude Code optimization using constraints, metrics, and autonomous iterations to drive continuous improvement in research workflows.

Build autonomous experiment loops that edit files, run tests, and keep only improvements for any project type

Bio-Autoresearch: Karpathy-Style Autoresearch for Rare Disease Drug Discovery

Compare AdaL and Claude Code on Autoresearch benchmarks to find better hyperparameters, run more experiments, and converge faster

Fully local LLM Wiki — Karpathy's knowledge base pattern with Gemma 4, Unsloth Dynamic, and TurboQuant KV cache. Zero dependencies. Runs on a MacBook.