How real projects configure their agents

44,996 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
AISEE-LAB/aisee-plugin aisee.wiki AI software engineering toolkit for OpenSpec and Compound Engineering workflows. 12 Codex, OpenCode 1 471 tok
HOOLC/codex-feishu-bot Feishu bot for Codex App Server with Docker-first deployment and Codex-driven bootstrap. 12 Codex, OpenCode 1 585 tok
Velar-Bonds/Velar velar-web.vercel.app VELAR is a public blockchain-based platform designed to track, validate, and audit politic 12 Claude Code 1 60 tok
ziadeh/react-hook-form-autosave 12 Claude Code 1 —
savant0x/savant-code Multi-agent orchestration — 9 specialized agents coordinate via ECHO Protocol: Detective f 12 Claude Code, Codex, OpenCode 16 2,777 tok
deicod/convex-operator Convex Kubernetes Operator - single instances - no funrun 12 Codex, OpenCode 1 715 tok
geekdada/sui3 Yet another personal start page.|Yet another personal start page. 12 Claude Code, Codex, OpenCode 3 1,465 tok
kstep-dev/kstep kstep-dev.github.io kSTEP: Kernel Scheduler Test and Evaluation Platform 12 Codex, OpenCode 1 798 tok
SixArm/rustdoc-llms Rust documentation helper to generate file `llms.txt` for large language models (LLMs) 12 Codex, OpenCode 1 1,498 tok
rnegron/django-project-template raulnegron.me A Django template using my favorite packages 12 Claude Code, Codex, OpenCode 2 2,298 tok
QuixiAI/QuixiMath 12 Codex, OpenCode 1 2,082 tok
grigio/dinit-labwc 12 Codex, OpenCode 1 4,918 tok
Spirizeon/hackfish Using swarm intelligence to predict your next hackathon winning project 12 Codex, OpenCode 1 6,358 tok
Mozilla-Ocho/tabstack-cli tabstack.ai Tabstack from your terminal: cited research, extraction, and browser automation. 12 Claude Code, Codex, OpenCode 2 6,647 tok
stoiver/anuga_drainage 12 Claude Code 1 9,653 tok
ssalevan/habiclient Commodore 64 client source for Lucasfilm's Habitat 12 Claude Code 3 1,579 tok
Green-Software-Foundation/greensoftware.foundation Website for The Green Software Foundation 12 Claude Code 3 1,406 tok
claude-code-expert/todo-app tika-app.vercel.app Ticket+Kanban Style TODO App 12 Claude Code 11 3,662 tok
wuwahe/Many-Foot A multi vendor AI agent orchestration framework built on Java, supporting autonomous task 12 Codex, OpenCode 1 9,167 tok
sumx21t-3310/FloatSoda floatsoda.dev Flutter-like declarative UI framework for SteamVR overlays in C#/.NET. SkiaSharp rendering 12 Claude Code, Codex, OpenCode 9 2,829 tok
dabaicai001/star-dsh-desktop starthub.waouzzz.cc StarHub — All-in-One DevOps Desktop Command Center. Brings the tools used daily in develop 12 Codex, OpenCode 1 3,590 tok
datenoio/internacia-db datenoio.github.io Public registry of the intergovernmental organizations, country groups and countries. Avai 12 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,246 tok
RonasIT/open-webui-mcp-server npmjs.com Simple MCP server to access your knowledge in Open WebUI 12 Codex, OpenCode 1 96 tok
ellierocks/lsw1-decomp A work-in-progress decompilation of LEGO Star Wars: The Video Game for the Nintendo GameCu 12 Claude Code, Codex, OpenCode 3 1,037 tok
Alkiri-dAraion/KSODI-Public KSODI — non-normative observation of interaction between distinguishable entities: source- 12 Codex, OpenCode 1 7,351 tok
WalshyDev/orb orb-tools.com Modern HTTP tooling built in Rust 12 Claude Code, Codex, OpenCode 2 1,813 tok
WajoAI/OJ Murder the slop, not the codebase. 12 Codex, OpenCode 1 679 tok
bacpop/sparrowhawk sparrowhawk.bacpop.org In-browser tools for bacterial genome analysis 🦅 12 Codex, OpenCode 1 4,081 tok
gustavo-ferreira03/resume-ci Simple resume generator built for developers. Content in YAML, layout in Typst. 12 Claude Code, Codex, OpenCode 2 1,438 tok
0xf06/solto Free, self-hosted and open source alternative to Linear Agents that turns tickets into PRs 12 Claude Code, Codex, OpenCode 2 907 tok
VGrss/Acumen acumen-ten.vercel.app Product Fluency for AI Harness 12 Claude Code, Codex 22 520 tok
xD4O/memento An Agentic Multimodal AI Journal with Persistent Memory and Retrieval-Grounded Interaction 12 Codex, OpenCode 1 1,453 tok
kaptinlin/go-i18n Go i18n library with ICU MessageFormat support, file-based or in-code translation loading, 12 Claude Code, Codex, OpenCode 2 2,226 tok
aws-samples/sample-sagemaker-agentic-analyst A demo application that demonstrates how fine-grained access controls configured in SageMa 12 Codex, OpenCode 1 4,152 tok
alleneee/xiaomi-device-control Xiaomi/Mijia smart home Claude Code Plugin — control Mijia devices using natural language 12 Claude Code 1 —
xueqingpeng/trading-analysis 12 Claude Code 5 —
ArdaTX/Cybersec-Reporting-Engine Enterprise-Grade Cybersecurity Reporting Platform — Automated report generation for pentes 12 Claude Code, Codex, OpenCode 12 1,086 tok
little-scale/alynxdj Atari Lynx Music Tracker 12 Claude Code, Codex, OpenCode 2 8,586 tok
psycoder-sup/tian 12 Claude Code, Codex, OpenCode 8 4,250 tok
chatelp/geek-casino-cardputeradv Silicon Casino — five-game offline casino for M5Stack Cardputer ADV (ESP32-S3). Slots, bla 12 Claude Code 1 3,453 tok
roqueribeiro/roqueos-containers-list RoqueOS App Store - Docker containers catalog 12 Claude Code 2 2,070 tok
danielraffel/JUCE-Plugin-Starter Start Developing Audio Plugins on macOS! 12 Claude Code 1 1,950 tok
J0hnG4lt/metabase-flightsql-driver Arrow Flight SQL driver for Metabase 12 Claude Code, Codex, OpenCode 13 1,002 tok
conductor-oss/conductor-cli 12 Claude Code 1 11,709 tok
baseballyama/eslint-plugin-postgresql baseballyama.github.io An ESLint plugin for PostgreSQL files. Enforces best practices for SQL style, performance, 12 Claude Code 1 3,378 tok
winchxyz/endless-fishing An endless ocean under the sky that is actually above you right now. Physically correct as 12 Claude Code 1 1,913 tok
pjdoland/jf-sebastian An AI conversation system that brings life to vintage animatronic toys. Built for the 1985 12 Claude Code 1 7,894 tok
KhalidWar/flutter_cursor_rules Flutter/Dart coding guidelines for Cursor AI IDE 12 Cursor 1 1,304 tok
Darkzarich/Smiler Smiler is my own MEVN (MongoDB, Express, Vue.js, Node.js) site similar to reddit.com or 9g 12 Codex, OpenCode 1 5,890 tok
reboulip/rblclass RBLclass - Outlook PST files management 12 Claude Code 3 6,686 tok