anthropics/claude-code

Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows - all through natural language commands.

#61 of 200
AI and Machine Learning
TypeScript
★ 155,283

View on GitHub Website

What it does

Summary based on the GitHub description (opens in a new tab)

What the README covers

Claude Code
Get started
Plugins
Reporting Bugs
Connect on Discord
Data collection, usage, and retention
How we use your data
Privacy safeguards

Getting started

Excerpt from the README · Checked 15 Oct 2026

Open the README and explore its “Claude Code” section. Follow its linked resources for the project-specific workflow.

Shown exactly as published. Top 200 Repos has not run or tested it. View in README (opens in a new tab)

Ranking trend

Global rank in each recorded snapshot. A lower number is a higher rank.

Global Rank · 2 Observed Snapshots · Lower Is Better · Gaps Indicate Missing Ranks

From #62 to #61 across 2 snapshots since 15 Oct 2026.

What people build with it

Reported by source

Review pull requests automatically with Claude in GitHub Actions

Install the Claude Code GitHub Action so Claude reviews each pull request with inline comments and responds to @claude requests.

Claude Code

code.claude.comanthropics/claude-code

Reported by source

Let a coding agent run overnight ML training experiments

Point a coding agent at autoresearch so it edits a small GPT training script, runs short timed experiments and keeps what improves.

github.comkarpathy/autoresearch, anthropics/claude-code, openai/codex

Reported by source

Run unattended ML training experiments with autoresearch

Red Hat's Roy Belio containerized Karpathy's autoresearch on OpenShift AI with H100 GPUs and let Claude Code run 198 training experiments over 24 hours.

Claude Code

developers.redhat.com · 7 Apr 2026karpathy/autoresearch, anthropics/claude-code

Reported by source

Trace a disk-filling production bug from core dumps with an agent

B12 CTO Adam Marcus used Claude Code to analyze gigabyte core dumps filling web server disks and traced them to an RSS endpoint reading an endless radio stream.

Claude Code

blog.marcua.net · 28 Jan 2026anthropics/claude-code

Reported by source

Build an on-call investigation agent from your own alert history

Goutham Veeramachaneni connected Claude Code to Grafana's gcx CLI, his code and runbooks, then trained its skill on two weeks of past pages for his services.

Claude Code

gouthamve.dev · 21 Apr 2026anthropics/claude-code

Reported by source

Answer technical questions by letting async agents run experiments

Simon Willison sends research questions to cloud coding agents such as Claude Code for web and Codex Cloud, which write and run experiments in a dedicated repo and open a PR.

simonwillison.net · 6 Nov 2025anthropics/claude-code, openai/codex

Planned, not done

Build a formula-driven Excel model with the Claude xlsx skill

Install Anthropic's xlsx skill in Claude Code so the agent writes live formulas, recalculates the workbook with LibreOffice and checks it for formula errors.

Claude Code

github.comanthropics/skills, anthropics/claude-code

Reported by source

Get a new OCR model running on unfamiliar GPU hardware with Claude Code in a sandbox

Simon Willison gave Claude Code full permissions inside a Docker container on an NVIDIA Spark and had it get DeepSeek-OCR working; it took four prompts and under 40 minutes, with one nudge from him.