{"repo":"uditgoenka/autoresearch","free":true,"listed":false,"github":"https://github.com/uditgoenka/autoresearch","clone":"git clone https://github.com/uditgoenka/autoresearch.git","description":"Claude Autoresearch Skill — Autonomous goal-directed iteration for Claude Code. Inspired by Karpathy's autoresearch. Modify → Verify → Keep/Discard → Repeat forever.","language":"Shell","stars":5901,"topics":["ai","autonomous-agent","autoresearch","claude","claude-code","iteration","karpathy","productivity","skill"],"license":"MIT","category":"productivity","readme_excerpt":"Autoresearch Turn Claude Code, OpenCode, or OpenAI Codex into a relentless improvement engine. Based on Karpathy's autoresearch — constraint + mechanical metric + autonomous iteration = compounding gains. \"Set the GOAL → The agent runs the LOOP → You wake up to results\" You don't need AGI. You need a goal, a metric, and a loop that never quits. Supports Claude Code, OpenCode, and OpenAI Codex for the core skill, bundled runtime, installation, and verification surface. Hook guardrails are Claude Code-only. v2.2.0 — Autonomous Orchestrator: Type a plain-language goal to /autoresearch and it classifies your goal, derives a Success predicate, confirms it once, then loops across subcommands until done. No manual chaining required. Metric: / Verify: invocations run the classic loop unchanged. See guide/autoresearch-orchestrator.md. How It Works · Commands · Quick Start · Guides · FAQ --- --- Why This Exists Karpathy's autoresearch demonstrated that a 630-line Python script could autonomously improve ML models overnight — 100 experiments per night — by following simple principles: one metric, constrained scope, fast verification, automatic rollback, git as memory. Claude Autoresearch generalizes these principles to ANY domain. Not just ML — code, content, marketing, sales, HR, DevOps, or anything with a number you can measure. v2.1.0 is a major architecture rebuild. The monolithic SKILL.md (813 lines, 100K tokens per invocation) is replaced with a thin 41-line routing file and 12 se","default_branch":null,"files":null,"tree":[],"storefront":"/r/uditgoenka","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/uditgoenka/autoresearch/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}