How real projects configure their agents

43,608 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
castacks/AirStack docs.theairlab.org Agent-native framework for rapid sim-to-real deployment of embodied AI for field robotics. 91 Claude Code, Codex, OpenCode 26 9,691 tok
lawflow-boop/LawLink Open-source, self-hosted case and practice management system for lawyers and small law fir 91 Codex, OpenCode 1 6,917 tok
clawdotnet/SharpClawCode C# coding-agent harness (.NET 10, Microsoft Agent Framework) — sessions, tools, permission 91 Claude Code, Codex, OpenCode 2 2,709 tok
fr0ster/mcp-abap-adt MCP server for SAP BTP ABAP Cloud and On-Premise ECC/S/4HANA ABAP ADT with full CRUD, JWT/ 91 Claude Code 1 959 tok
oaslananka/kicad-mcp-pro oaslananka.github.io AI-ready MCP server for KiCad: automate schematic, PCB, ERC/DRC, DFM, BOM and manufacturin 91 Claude Code, Codex, OpenCode 9 427 tok
cyberlife-coder/VelesDB velesdb.com The explainable, local-first memory engine for AI agents. One ~9 MB binary fuses vector + 91 Claude Code, Codex, OpenCode 3 5,793 tok
whistlegraph/aesthetic-computer aesthetic.computer 91 Claude Code, Codex, OpenCode 10 2,444 tok
henryhawke/mcp-titan This tool is a cutting-edge memory engine that blends real-time learning, persistent three 91 Claude Code 1 784 tok
MCKRUZ/ComfyUI-Expert Session-scoped Claude Code agent for ComfyUI video production — 12 specialized skills for 91 Claude Code 1 1,928 tok
Kangentic/kangentic kangentic.com Desktop kanban board for orchestrating agentic workflows 91 Claude Code 30 10,361 tok
flick-git-anhnv/claude 90 Claude Code 51 26,704 tok
mjunaidca/polymarket-skills Composable Agent Skills for Polymarket prediction market trading. Paper-trading-first, sec 90 Claude Code 1 2,515 tok
Vincenius/wwebdev wweb.dev News, Resources and Articles about Web-Development 90 Claude Code 2 1,455 tok
nokonoko1203/claude-code-settings Best Practices for Claude Code Configuration 90 Claude Code 1 325 tok
AditiKraft/Krafter getkrafter.dev A modern .NET 10 full-stack platform built with Vertical Slice Architecture (VSA), multi-t 90 Claude Code, Codex 1
interviewstreet/hackerrank-orchestrate-june26 90 Claude Code, Codex, OpenCode 2 2,427 tok
Siddhant-K-code/agent-trace siddhantkhare.com Observability for AI agents. See what your agent did, why it cost that much, and what to f 90 Codex, OpenCode 1 896 tok
sindney/fury3d A WIP vibe friendly game engine. 90 Claude Code 1 477 tok
liuyuelintop/react-portfolio liuyuelin.dev An interactive React 18 portfolio featuring AI-powered career assistance, dynamic project 90 Claude Code, Codex, OpenCode 2 2,398 tok
vincentlaucsb/experiencer An interactive resume editor made with React 90 Claude Code, Codex, OpenCode 2 1,065 tok
bookmark/BMAD-METHOD-EXP 90 Claude Code 1
Dicklesworthstone/brenner_bot brennerbot.org Harness the scientific methods of Sydney Brenner using AI Agents 90 Codex, OpenCode 1 6,951 tok
yours-org/yours-wallet yours.org A non-custodial and open-source wallet for BSV and 1Sat Ordinals. 90 Claude Code, Codex 1
ShurikenTrade/shuriken-skills app.shuriken.trade Agent-consumable integration skills for the Shuriken platform 🥷 90 Gemini CLI 1 116 tok
mturac/everything-openai-codex EOC: open-source operating system for OpenAI Codex workflows with agents, skills, hooks, r 90 Codex, GitHub Copilot, OpenCode 2 3,115 tok
mitos-run/mitos mitos.run Millisecond microVM sandbox forking for AI agents on Kubernetes. Firecracker VMs that rest 90 Claude Code 1 2,367 tok
rbren/personal-ai-devbox 90 Codex, OpenCode 1 2,052 tok
TheUncharted/zapcode TypeScript interpreter for AI agents. Written in Rust. 2µs cold start. Sandboxed. Alternat 90 Claude Code, Codex, OpenCode 2 4,101 tok
vstorm-co/memv vstorm-co.github.io Structured, temporal memory for AI agents. 90 Claude Code 6 1,576 tok
PhpCodeArcheology/PhpCodeArcheology phpcodearcheology.github.io PHP static analysis for architecture & maintainability — 60+ metrics, complexity analysis, 90 Claude Code 1 976 tok
ruvnet/sublinear-time-solver Rust + WASM sublinear-time solver for asymmetric diagonally dominant systems. Exposes Neum 90 Claude Code 5
the-teacher/active_harness AI framework for Ruby/Rails developers 90 Claude Code 1 2,354 tok
aws-samples/aws-iot-securetunneling-localproxy docs.aws.amazon.com AWS Iot Secure Tunneling local proxy reference C++ implementation 90 Codex, OpenCode 1 2,164 tok
konstruktoid/hardened-images Packer templates to create hardened Ubuntu server images. 90 Claude Code, GitHub Copilot 5 6,007 tok
microsoft/agentic-agile-template Agentic-Agile Development bridges Agile process values with the capabilities of AI coding 90 Codex, GitHub Copilot, OpenCode 2 2,516 tok
yangcodingmaster/photo-distill Distill a photograph into a minimal poster — hand-written HTML/CSS/SVG, no image generatio 90 Claude Code, Codex, OpenCode 2 2,192 tok
PriNova/graphone A visual workbench for coding agent orchestration for Windows, Linux & macOS. Chat interfa 90 Codex, OpenCode 1 2,832 tok
arpitnath/claude-capsule-kit npmjs.com A toolkit that makes Claude Code better at engineering — session memory, dependency analys 90 Claude Code 1 1,133 tok
Elata-Biosciences/elata-bio-sdk docs.elata.bio Elata SDK is the cross-platform biosignal toolkit for building neurotechnology and remote 90 Codex, OpenCode 1 3,196 tok
CodeAlive-AI/codealive-mcp codealive.ai Context engine for large codebases, exposed through MCP. Gives AI coding agents precise re 90 Claude Code, Codex, OpenCode 5 5,334 tok
tao12345666333/amp-acp ACP adapter for Amp Code 90 Codex, OpenCode 1 566 tok
ayunis-core/ayunis-legal-mcp An MCP server for German legal codes 90 Claude Code 1 1,899 tok
larsiusprime/openavmkit FOSS mass appraisal and automated valuation modeling toolkit 90 Claude Code, Codex, OpenCode 2 8,025 tok
jupyter-ai-contrib/nb-cli A CLI-first interface for AI agents to work with notebooks 90 Claude Code, Codex, OpenCode 2 846 tok
fancy1108/Clutch fancy1108.github.io Local AI multi-agent orchestration desktop app (Tauri · LangGraph) 90 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 5,126 tok
alfredoperez/speckit-companion speckit-companion.dev VS Code extension for spec-driven development — manage specs, workflows, and steering docs 90 Claude Code, Codex, GitHub Copilot, OpenCode 53 1,531 tok
CloudChef/atlasclaw atlasclaw.ai AtlasClaw is an enterprise agent framework supporting mutliple users and multi system inte 90 Claude Code, Codex, OpenCode 2 2,068 tok
Ayueh0102/Ronnier-skill Comprehensive Chinese study notes on color science/colorimetry, packaged as a Claude Code 90 Codex, OpenCode 1 2,042 tok
dioptx/mcp-atom-of-thoughts MCP server for structured AI reasoning — decompose problems into atomic thoughts with depe 90 Claude Code 1 997 tok
VirtusLab/cellar CLI tool for coding agents and developers to query the public API of any Maven JVM depende 90 Claude Code 1 1,256 tok