How real projects configure their agents

43,547 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.

Building agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
hristo2612/jinn Lightweight AI gateway daemon orchestrating Claude Code, Codex, Hermes, Grok and Antigravi 315 Claude Code, Codex, OpenCode 3 3,748 tok
vercel/next-evals-oss nextjs.org Evals for Next.js up to 15.5.6 to test AI model competency at Next.js 315 Claude Code, Codex, OpenCode 3 416 tok
csml-rpi/Foam-Agent arxiv.org Foam-Agent: An end-to-end, composable multi-agent framework for automating CFD simulations 315 Codex, OpenCode 1 1,630 tok
OhMyMeme/OhMyMeme Lightweight cross-platform meme management system for desktop 315 Codex, OpenCode 1 24,276 tok
atopos31/llmio Unified LLM gateway with weighted load balancing, observability & cost tracking. Unified L 314 Claude Code, Codex, OpenCode 2 2,619 tok
SaynaAI/sayna sayna.ai Sayna is a unified Voice Layer for AI Agents with a seemless integration to an existing ag 314 Claude Code 1 3,015 tok
hoquanghai/Auto-Create-Video 314 Claude Code 1
kansoku-trade/kansoku kansoku.trade AI Stock Partner on Your Mac – Local Market Information, Multi-timeframe K-line, AI Intrad 314 Claude Code, Codex, OpenCode 3 3,212 tok
apache/texera texera.apache.org Human-AI Collaborative Data Science Using Visual Workflows 314 Claude Code, Codex, OpenCode 2 3,388 tok
kiliczsh/claude-cmd kiliczsh.github.io Claude Code Commands Manager 313 Claude Code 1 860 tok
hylarucoder/benchmark-skill-ui-ux-pro-max 313 Claude Code 1
revfactory/webtoon-harness A Claude Code harness in which a team of 27 AI agents creates a webtoon episode, from tren 313 Claude Code, Codex 33
dkyazzentwatwa/project-starbeam linktr.ee The Ultimate ESP32 Jammer w/ 5 Radios. #RIPflipper -- V2 OUT NOW 313 Claude Code, Codex, OpenCode 2 7,959 tok
felipegcoutinho/openmonetis openmonetis.com Controle financeiro self-hosted com captura automática de notificações bancárias. Lançamen 313 Codex, OpenCode 1 4,004 tok
CharTyr/STS2-Agent A Slay the Spire 2 mod that exposes the game's state and operations through a local HTTP A 313 Claude Code, Codex, Cursor 17
databricks/databricks-agent-skills 313 Claude Code, Codex, OpenCode 2 2,142 tok
XPolicyLab/XPolicyLab Involving over 40 Advanced Manipulation Policies 313 Claude Code, Codex, OpenCode 4 1,546 tok
ThreeFish-AI/analysis_claude_code Claude Code reverse-engineering research repository 312 Claude Code 1 961 tok
second-state/fintool A suite of Rust CLI tools for agentic trading and market intelligence. Each exchange has i 312 Claude Code 1 2,258 tok
AGI-is-going-to-arrive/Memory-Palace Memory Palace is a long-term memory operating system purpose-built for AI Agents. 312 Codex, OpenCode 1 303 tok
LukeRenton/explore-claude-code exploreclaudecode.com Learn Claude Code by exploring it as it was designed - interactive IDE-style docs for comm 312 Claude Code 2 1,637 tok
JNTMTMTM/eIsland dev.electronisland.com eIsland - A sleek, Apple Dynamic Island inspired floating widget for Windows, built with E 312 Claude Code, Codex, Gemini CLI, Kiro, OpenCode 22 3,031 tok
heizaheiza/Charles-mcp pypi.org Charles Proxy MCP server for AI agents with live capture, structured traffic analysis, and 312 Codex, OpenCode 1 819 tok
0rangec3t/Black-cat Claude Code RedTeam Skill — Hypothesis-Driven Cognitive Architecture. A hypothesis- and ev 312 Claude Code 2
akitaonrails/llm-coding-benchmark Simple benchmark to test the most popular open source and commercial LLMs with automated O 312 Claude Code, Codex 2 7,176 tok
Merit-Systems/OpenInstinct openinstinct.sh iMessage personal assistant + password vault 312 Claude Code, Codex, OpenCode 2 1,532 tok
datawhalechina/joyrl-book 312 Codex 2
tedivm/robs_awesome_python_template blog.tedivm.com Production-ready Python template: Choose from FastAPI, SQLAlchemy, Celery, Docker, CI/CD a 311 Codex, OpenCode 1 219 tok
opgginc/opencode-bar op.gg Effortless token usage tracker for OpenCode 311 Codex, OpenCode 1 11,870 tok
PackmindHub/packmind packmindhub.github.io Packmind seamlessly captures your engineering playbook and turns it into AI context, guard 311 Claude Code, Codex, GitHub Copilot, OpenCode 37 8,641 tok
shlokkhemani/rabbithole rabbithole.ing An infinite canvas for learning — select text, ask, and answers branch out as documents. M 311 Codex, OpenCode 1 616 tok
jkingsman/Remote-Terminal-for-MeshCore A remote client for MeshCore radios with packet capture, store-and-decrypt, bots, MQTT, an 311 Claude Code, Codex, OpenCode 2 9,277 tok
cristicretu/diri diri.sh A native workspace for coding agents. Run in parallel, review in place. 311 Codex, OpenCode 1 2,162 tok
newtype-01/obsidian-mcp Obsidian MCP (Model Context Protocol) Server 311 Claude Code 1 2,878 tok
Trendyol/stove trendyol.github.io Stove: The easiest way of writing e2e/component tests for your JVM back-end app with Kotli 310 Claude Code 1
notoriouslab/doc-cleaner notoriouslab.github.io Convert everyday documents to Markdown — covering 16 formats including PDF, Office, Apple 310 Codex, OpenCode 1 4 tok
disler/claude-code-is-programmable Scale your compute with Claude Code as a programmable agentic coding tool 310 Claude Code 1
jayanthmb14/forthepeople forthepeople.in India's free, real-time district-level civic transparency platform. 29 dashboards per dist 310 Claude Code 1 1,732 tok
OpenSQZ/GTPlanner the-agent-builder.com GTPlanner: AI-Powered PRD Generation Tool 310 Claude Code 2
aviatesk/JETLS.jl aviatesk.github.io A new language server for Julia, enabling modern, compiler-powered tooling. 310 Claude Code, Codex, OpenCode 7 1,454 tok
block/trailblaze block.github.io 🥾 AI-Driven UI Testing Framework with Recorded Trails 310 Claude Code 2 236 tok
kelos-dev/kelos Kelos - The Kubernetes-native framework for orchestrating autonomous AI coding agents. 310 Claude Code, Codex, OpenCode 2 1,643 tok
vibe-motion/auto-motion Automated SRT-to-motion workflow with Codex cli + Claude Code with any LLM 310 Codex, OpenCode 1 62 tok
DavidLam-oss/obsidian-wechat-converter An Obsidian publishing, Feishu cloud sync, and multi-platform publishing plugin for Xiaoho 310 Claude Code, Codex, OpenCode 48 15,620 tok
geekjourneyx/jina-cli A lightweight CLI tool wrapping Jina AI Reader API for AI Agents. Fetch and parse any URL 309 Claude Code 1 1,931 tok
skilld-dev/skilld skilld.dev Curated agent skills by humans. Search, run, install, and keep them current from one CLI. 309 Claude Code 1 652 tok
superdesigndev/loopany-platform loopany.ai Run your company in loops, Loop Anything 309 Claude Code, Codex, OpenCode 2 21,062 tok
wrale/mcp-server-tree-sitter MCP Server for Tree-sitter 309 Codex, OpenCode 1 823 tok
bikeindex/bike_index bikeindex.org All the code for Bike Index, because we love you 309 Claude Code, Codex, GitHub Copilot, OpenCode 18 3,519 tok
zhimaAi/ChatClaw ichatclaw.com ChatClaw: Get OpenClaw-like knowledge base personal AI agent in 5 mins. Sandbox-secured, u 308 Claude Code, Codex, Cursor, OpenCode 6 4,176 tok