How real projects configure their agents

32,006 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 agents7,609Claude Code6,644Data and AI3,677Backend and APIs3,502Languages3,403Planning3,220Git and workflow3,193Code review2,743Testing2,377Memory and context2,363DevOps and cloud2,314Writing and docs2,311Research2,293Frontend2,259Security2,022Productivity1,721

All Claude Code32,006 Codex23,251 OpenCode22,198 GitHub Copilot3,552 Gemini CLI1,917 Cursor1,737 Windsurf138 Kiro81

Project Stars Configures Files Always loaded
valbert4/two-fold-transversal Repository for arXiv:2608.05688 5 Claude Code, Codex, OpenCode 2 1,620 tok
centrifuge/api-v3 Ponder based indexing logic 5 Claude Code, Codex, Cursor, OpenCode 2 4,663 tok
joanmarcriera/Home-office-automations ai.riera.co.uk Agent-maintained knowledge hub for a privacy-first home-office automation stack. Live at a 5 Claude Code, Codex, OpenCode 8 1,562 tok
ably/ably-cli cli-web-cli.vercel.app Ably CLI for Pub/Sub, Chat, Spaces and Control API 5 Claude Code, Codex, OpenCode 4 7,019 tok
nyosegawa/agent-task Task management CLI for coding agents 5 Claude Code, Codex, OpenCode 2 324 tok
twomodo/coralsend coralsend.com A minimal, P2P-first file transfer app using WebRTC DataChannels with a Next.js PWA fronte 5 Claude Code, Codex, OpenCode 2 645 tok
jimmyliao/lab-agy 5 Claude Code, Codex, Gemini CLI, OpenCode 3 536 tok
publicusdijital-ai/linkloom publicus.com.tr Internal Link Skill for AI Agents 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 537 tok
Octo-o-o-o/InfinisynapseAssistant 5 Claude Code, Codex, GitHub Copilot, OpenCode 11 5,490 tok
rkawaishi/workato-dev-kit AI-editor toolkit (Claude Code / Cursor / Codex CLI / Gemini CLI) for developing on Workat 5 Claude Code 1
richgoldmd/code-review 5 Claude Code, Codex, OpenCode 2 762 tok
JanoshMoshiri/MarkdownLLM 5 Claude Code, Codex, OpenCode 7 7,700 tok
mfagerlund/rectangular-surface-parameterization 5 Claude Code 1 63 tok
brainets/braina Brain Interaction Analysis 5 Claude Code 1 1,017 tok
elliottdehn/foxel FXL: an ASCII voxel language for agent-driven 3D modeling, rigging, and IK animation 5 Claude Code, Codex, OpenCode 2 3,381 tok
AgoraIO/cli agoraio.github.io Official Agora CLI, Click below to check out the docs 👇 5 Claude Code, Codex, OpenCode 2 3,517 tok
yy6768/tiny-cutlass 5 Claude Code, Codex, OpenCode 3 811 tok
lat-labs/adna Starter kit for building AI-native knowledge systems with Obsidian and Claude Code 5 Claude Code, Codex, OpenCode 2 3,494 tok
paulwu/agent365-management Notes on how to manage Agent IDs with Agent 365 in Entra 5 Claude Code, GitHub Copilot 11 2,745 tok
jwmarcus/omnissiah Generate your own bounded MCP assistant: a parameterized operating contract plus a runnabl 5 Claude Code, Codex, OpenCode 2 1,104 tok
ayhanmalkoc/pi-mono 5 Claude Code, Codex, OpenCode 10 2,322 tok
matiasvillaverde/think 5 Claude Code, Codex, OpenCode 2 2,553 tok
dgfigueroa29/SaltoInicial InAppWeb 5 Claude Code, Codex, OpenCode 2 6,435 tok
DuqueOM/ML-MLOps-Portfolio Production-grade MLOps platform: 3 end-to-end ML projects with CI/CD, Terraform (GCP GKE) 5 Claude Code, Codex, OpenCode 17 8,440 tok
Catkamakura/lightnovel-immersive-reader Clean immersive reader for lightnovel.fun (Tampermonkey userscript) — chapterization, book 5 Claude Code, Codex, OpenCode 2 3,449 tok
geva-elettronica/GEVINO-Civile shop.gevaelettronica.it GEVINO Civile is an automation controller for smart homes, buildings and energy management 5 Claude Code, Codex, OpenCode 2 2,538 tok
CorbinRandall/ableton-ai-plugin-creation-pipeline Bootstrap + Python pipeline for Max for Live: JSON spec → .amxd → Ableton User Library → l 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,622 tok
du-phan/resilio-app Cool coach for hybrid athletes 5 Claude Code, Codex, OpenCode 16 1,016 tok
Genshin-bots/gsuid_hub docs.sayu-bot.com 💖 One business logic, multiple platforms supported! The frontend of the open-source async 5 Claude Code, Codex, OpenCode 2 4,491 tok
acn-ericlaw/agent-memory acn-ericlaw.github.io A lightweight, vendor-neutral AI memory tool for human–AI collaboration that turns a clear 5 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 6 642 tok
hollandkevint/thinkhaven thinkhaven.co Pressure-test a strategic decision and leave with a shareable decision record. The live pr 5 Claude Code, Codex, Gemini CLI, OpenCode 42 5,366 tok
RafaelQSantos-RQS/OpenParquet OpenParquet é um visualizador de arquivos Apache Parquet moderno, rápido e elegante. Const 5 Claude Code, Codex, OpenCode 4 1,274 tok
pwodkowski/a11y-md The accessibility annotation layer your prototype's been missing. Markdown, colocated with 5 Claude Code, Codex, OpenCode 2 169 tok
iwasa-kosui/monorepo 5 Claude Code 6 504 tok
emiliosheinz/dotfiles 🗂️ My own dotfiles manages with stow 5 Claude Code 1
haodv98/team-claude-kit "Sự khác biệt giữa một tool và một agent không nằm ở mô hình ngôn ngữ bên trong. Nó nằm ở 5 Claude Code, Codex, OpenCode 2 1,327 tok
maylogger/my-commit-report A meeting-preparation reporting tool that compiles a concise summary report from the curre 5 Claude Code, Codex, OpenCode 2 461 tok
geva-elettronica/GEVINO-Motor shop.gevaelettronica.it GEVINO Motor is an industrial controller for driving, monitoring and automating electric m 5 Claude Code, Codex, OpenCode 2 2,352 tok
AdamMagued/kim 5 Claude Code, Codex, OpenCode 2 1,291 tok
jhonmosquerav/cerebro CEREBRO: sistema de documentacion agentico, mutagenico y reproducible sobre markdown + JSO 5 Claude Code, Codex, OpenCode 6 6,162 tok
geva-elettronica/GEVINO-Opto-PNP shop.gevaelettronica.it PLC, Arduino IDE compatible, fully programmable by AI. 5 Claude Code, Codex, OpenCode 2 1,865 tok
jvidalv/mv-ignited chromewebstore.google.com Browser extension for mediavida.com that enhances the UX and provides extra functionalitie 5 Claude Code, Codex, OpenCode 2 4,641 tok
CliffAgius/Spinaprize.net A tool to be used by Meet-ups for selecting recipients of giveaways from sponsors. 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,368 tok
git-treeline/cli Worktree environment manager — ports, databases, and Redis across parallel development env 5 Claude Code 1 630 tok
nsankar/Aletheia The Uncertainty Loop Agent 5 Claude Code, Codex, OpenCode 3 4,330 tok
rcconsult/ppxai Open-source multi-LLM interface for developers. TUI + VSCode extension. Zero vendor lock-i 5 Claude Code, Codex, OpenCode 6 18,292 tok
adiasg/guitar-tabs Make tab sheets for any song 5 Claude Code, Codex, Cursor, OpenCode 2 465 tok
swnb/picea 2D physics engine for web(wasm) and rust 5 Claude Code, Codex, OpenCode 4 2,383 tok
mvrozanti/mandragora 🔧 Fly, bolt, and bar, and band! Nor move, nor swerve, joint, muscle, or nerve, at the spe 5 Claude Code, Codex, Gemini CLI, OpenCode 6 5,339 tok
vijayatechlabs/openstart vijayatechlabs.com AEO-first custom application framework for Websites, Applications. 5 Claude Code, Codex, Gemini CLI, OpenCode 8 574 tok