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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.
Updated
Mar 26, 2026
Python
NOKTA — NAIM's Orchestrated Knowledge-To-Artifact. Idea spark → structured spec. Karpathy-style mobile app where a dot becomes a universe. ‧→✨
Updated
Apr 3, 2026
Python
Decision-awareness system for detecting contradictions in complex data environments.
Build autonomous experiment loops that edit files, run tests, and keep only improvements for any project type
Updated
Apr 5, 2026
Shell
Compare AdaL and Claude Code on Autoresearch benchmarks to find better hyperparameters, run more experiments, and converge faster
Automate Claude Code optimization using constraints, metrics, and autonomous iterations to drive continuous improvement in research workflows.
Bio-Autoresearch: Karpathy-Style Autoresearch for Rare Disease Drug Discovery
Updated
Apr 4, 2026
Python
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