uditgoenka/autoresearch

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Why this repo matters

Automates iterative coding loops for Claude Code, OpenCode, and Codex using mechanical metrics and constraints.
Implements Karpathy's autoresearch pattern to enable autonomous agent improvement cycles with minimal token usage.
Provides shell-based orchestration commands for planning, debugging, securing, and deploying code autonomously.

6.1k stars+774 over 21 snapshots7/17/2026 – 9/5/2026

An agentic skills framework & software development methodology that works.

Skills for Real Engineers. Straight from my .agents directory.

A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls.

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