{"repo":"sumit-ai-ml/claude-md-starter","free":true,"listed":false,"github":"https://github.com/sumit-ai-ml/claude-md-starter","clone":"git clone https://github.com/sumit-ai-ml/claude-md-starter.git","description":"A CLAUDE.md built on Karpathy's principles and gstack, adding a verification harness and autonomous-loop rules for Claude Code.","language":null,"stars":113,"topics":["ai-agents","anthropic","claude","claude-code","developer-tools","llm"],"license":"MIT","category":"ai-agents","readme_excerpt":"claude-md-starter An opinionated Claude Code setup, distributed as a reusable CLAUDE.md . This repo is not an application. It is a single file worth copying: CLAUDE.md , a layered set of behavioral rules that make Claude Code plan before it codes, keep changes small, verify against a real definition of \"done\", and run autonomously only when the work is programmatically checkable. There is no build step and no runtime dependencies. It stands on two excellent open-source projects and adds project-specific harness and autonomy rules on top. What's inside CLAUDE.md CLAUDE.md lives at the repo root, so Claude Code reads it automatically when you start a session here. It is organized in layers, and each layer has a clear origin: Section What it does Origin --- --- --- 1. Think Before Coding Surface assumptions, ask, do not silently pick andrej-karpathy-skills 2. Simplicity First Minimum code, no speculative abstractions andrej-karpathy-skills 3. Surgical Changes Touch only what the task requires andrej-karpathy-skills 4. Goal-Driven Execution Turn tasks into verifiable goals andrej-karpathy-skills 5. Harness The exact commands that define \"done\" this repo (concept: harness engineering) 6. Loops & Autonomy When and how to run /goal , /loop , /batch this repo (concept: Ralph loop) Text House style for human-readable output this repo gstack skills Role-based slash commands ( /office-hours , /ship , /review , ...) gstack Sections 1 to 4 are based on the four principles from andrej-karp","default_branch":null,"files":null,"tree":[],"storefront":"/r/sumit-ai-ml","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/sumit-ai-ml/claude-md-starter/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."}