How real projects configure their agents

23,702 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
EveryInc/after-automation-agent-mode Agent Mode companion kit for After Automation 56 Codex, OpenCode 1 796 tok
kalamdb/KalamDB kalamdb.org A lightweight, Postgres compatable, real-time, storage-efficient SQL database. Designed fo 56 Claude Code, Codex, GitHub Copilot, OpenCode 32 3,032 tok
mahimailabs/voicegateway voicegateway.dev The One Dashboard every Voice Agent needs 56 Claude Code, Codex, OpenCode 11 1,973 tok
OWASP/Agent-Security-Regression-Harness owasp.community Executable security regression testing for agentic applications and MCP-integrated systems 56 Codex, OpenCode 1 927 tok
Rtur2003/Claude-Code-Promts-Skills hasan-arthur-altuntas.xyz Production-ready prompt library for Claude coding agents. APEI methodology, ~35 specialist 56 Claude Code, Codex, OpenCode 8 4,954 tok
acoyfellow/cloudbox cloudbox.coey.dev Durable Cloudflare computers for agents: run repos, steer live workspaces, verify results, 56 Codex, OpenCode 1 670 tok
BeWaterMyFriend7/SKILL-PROJECT A collection of agent skills developed personally and excellent skills gathered online. Dr 56 Codex, OpenCode 8 —
SpartanLabsXyz/simmer-sdk simmer.markets Prediction market harness for AI agents — skills, MCP server, and Python SDK 56 Codex, OpenCode 1 799 tok
smhjw/qbitremote 56 Codex, OpenCode 1 731 tok
erayendes/app-store-connect-mcp npmjs.com Heimdall — MCP server for the Apple App Store Connect API and App Store Server API (StoreK 56 Claude Code, Codex, OpenCode 2 1,712 tok
zcweah1981/awesome-hermes-agent-zh hermes-zh.com Hermes Agent Chinese site — a Chinese practical starting point: onboarding paths, domestic 56 Claude Code, Codex, OpenCode 2 4,655 tok
aws-samples/sample-agent-skills-for-builders A curated collection of ready-to-use agent skills covering AWS development, security scann 56 Claude Code, Codex, OpenCode 2 1,303 tok
ralforion/orionbelt-analytics ralforion.com Ontology-based MCP server that analyzes database schemas (PostgreSQL, Snowflake, ClickHous 56 Claude Code, Codex, OpenCode 2 2,074 tok
yupoet/aurumq-rl RL stock selection for China A-share — bundled polars-native factor library (105 Alpha101 56 Claude Code, Codex, OpenCode 2 4,000 tok
jpcaparas/skills My curated agent skills 56 Claude Code, Codex, OpenCode 7 1,735 tok
gridaco/nothing nothing.graphics A 2D graphics engine. 56 Claude Code, Codex, OpenCode 18 3,479 tok
HaseebKhalid1507/SynapsCLI A terminal-native AI agent runtime built in Rust. Interactive chat, parallel agent orchest 56 Codex, OpenCode 1 15,996 tok
taptap/instant-games-open-mcp TapTap mini-game open capabilities MCP 56 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 7 6,616 tok
oak-invest/kiso oak-invest.github.io Publishing engine and MCP server for Open Knowledge Format (OKF) 56 Codex, GitHub Copilot, OpenCode 2 1,600 tok
Yupcha/memXT yupcha.github.io MemXT is a Local long-term memory for Claude Code & coding agents. 100% local 56 Claude Code, Codex, OpenCode 1 379 tok
Vrooli/Vrooli vrooli.com Open-source, self-improving autonomous agent swarm🐇 56 Claude Code, Codex, Gemini CLI, OpenCode 3 2,260 tok
aghub-app/akproxy akproxy.akr.moe Connect existing Codex, Claude, Gemini, Kimi, Grok, and Devin subscriptions to programming 56 Claude Code, Codex, OpenCode 6 818 tok
N0zoM1z0/th08 rea.tools Source reconstruction of 東方永夜抄 ~ Imperishable Night 1.00d 55 Codex, OpenCode 6 1,296 tok
Synthesys-Lab/agentize AI-powered SDK for Software Development 55 Claude Code, Codex, OpenCode 6 723 tok
notdp/worktree.sh Provide an out-of-the-box isolated environment for your codex/claude code. 55 Codex, OpenCode 1 586 tok
perki/backloop.dev backloop.dev Loopback domain and SSL certs to serve https:// content from localhost 55 Codex, OpenCode 1 4,101 tok
Nextron-Labs/surface-watch surface-watch monitors the authorized external attack surface of an organization over time 55 Codex, OpenCode 1 3,196 tok
wheattoast11/openrouter-deep-research-mcp terminals.tech A multi-agent research MCP server + mini client adapter - orchestrates a net of async agen 55 Claude Code, Codex, OpenCode 14 9,214 tok
mykola-kichatov/android-clean-template It's a typical list-detail app. Simple Android app template utilizing Jetpack Compose, sui 55 Claude Code, Codex, OpenCode 2 4,960 tok
ThinkEx-OSS/thinkex thinkex.app Study and research, grounded in your sources 55 Codex, OpenCode 1 166 tok
fsistemas/sql2json Python CLI tool to run queries against sqltatabases and convert the results to json, csv, 55 Claude Code, Codex, OpenCode 2 6,370 tok
sous-chefs/varnish supermarket.chef.io Development repository for the varnish cookbook 55 Codex, GitHub Copilot, OpenCode 2 1,904 tok
JKorf/CoinEx.Net cryptoexchange.jkorf.dev C#/.NET client library for the CoinEx.com cryptocurrency exchange REST and WebSocket APIs, 55 Codex, GitHub Copilot, OpenCode 2 3,059 tok
pulumi/pulumi-self-hosted-installers pulumi.com Repository for getting started with self-hosted Pulumi Service. 55 Claude Code, Codex, OpenCode 2 1,898 tok
fastlmm/FaST-LMM fastlmm.github.io Python version of Factored Spectrally Transformed Linear Mixed Models 55 Claude Code, Codex, OpenCode 2 1,540 tok
hackerlibs/code-hacker Code Hacker - VS Code Custom Agent + Web + TUI 55 Codex, OpenCode 1 1,222 tok
Dicklesworthstone/post_compact_reminder Claude Code hook that detects context compaction and injects a reminder to re-read AGENTS. 55 Codex, OpenCode 1 4,769 tok
andresharpe/dotbot Structured, auditable AI-assisted development for teams. Zero-dependency MCP server, web d 55 Claude Code, Codex, OpenCode 4 3,177 tok
lindoelio/spec-driven-steroids lindoelio.github.io Spec-Driven Steroids is a very simple toolkit designed to bring discipline to AI-powered s 55 Codex, OpenCode 1 1,328 tok
pkdxtools/pkdx A tool using Claude Code/Codex for building Pokémon battle teams, calculating damage, sear 55 Claude Code, Codex, OpenCode 12 6,436 tok
chemistrywow31/A-Team Multi-agent system that designs and generates complete agent team structures through conve 55 Claude Code, Codex, OpenCode 19 5,123 tok
kimchiman52/3s-mister-arm Peak slop porting 55 Claude Code, Codex, OpenCode 2 1,662 tok
ndthanhdev/mcp-browser-kit An MCP Server that enables AI assistants to interact with your local browsers. 55 Claude Code, Codex, OpenCode 2 430 tok
tako0614/yurucommu-core yurucommu.com yurucommu ActivityPub server, API SDK 55 Claude Code, Codex, OpenCode 2 1,092 tok
SkeneTechnologies/skene-cookbook 700+ AI skills for Claude and Cursor — PLG, marketing, security, DevEx, and more. One comm 55 Codex, Cursor, OpenCode 2 3,860 tok
QuantumClaw/QClaw Open-source AI agent runtime with a knowledge graph for a brain. Runs anywhere. 55 Codex, OpenCode 1 595 tok
The-AI-Alliance/cube-standard the-ai-alliance.github.io Standardize benchmark wrapping so the community can wrap various otherwise-incompatible be 55 Claude Code, Codex, OpenCode 6 2,557 tok
oculus-samples/Unity-LocalMultiplayerMR Mixed Reality samples that demonstrate how to enable multiplayer 55 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 7 1,116 tok
lsy2246/api-worker 55 Codex, OpenCode 1 604 tok
infobip/plantuml-mcp-server 55 Claude Code, Codex, OpenCode 2 1,198 tok