How real projects configure their agents

24,815 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
krusemediallc/cursor-ad-agent skool.com Create AI marketing videos and images from inside Cursor. Human-approved Meta ad workspace 11 Claude Code, Codex, OpenCode 16 2,313 tok
mmartinez/postern Credential-brokering HTTPS proxy for AI agents — brokers 1Password & Bitwarden secrets at 11 Claude Code, Codex, OpenCode 3 2,901 tok
Day1Labs/OpenAva day1-labs.com Your Personal AI Agent Teams. 11 Codex, OpenCode 1 550 tok
macromania/agentop Outcome-focused parallel agent desktop application that replaces chat-driven AI workflows 11 Claude Code, Codex 15 —
DaveVoyles/resume-builder Evidence-backed resume workspace tooling for AI-assisted job searches. 11 Claude Code, Codex, OpenCode 2 2,220 tok
TaoELi/FermiLink fermilink.org FermiLink: AI Agent Framework for Multidomain Autonomous Scientific Simulations and Optimi 11 Codex, OpenCode 1 315 tok
sign-protocol/sign-tools Reference implementations and utilities for SIGN (Sigil Intelligence Graph Notation) — sig 11 Codex, GitHub Copilot, OpenCode 2 1,235 tok
muneebhashone/auren-content Multi-LLM content strategy dashboard — research-grounded weekly social calendar for X, Lin 11 Claude Code, Codex, OpenCode 2 79 tok
MykytaMorachovEpam/obsidian-wiki Insired by @karpathy . A personal knowledge base maintained by an LLM agent inside an Obsi 11 Claude Code, Codex, OpenCode 2 5,175 tok
lotengdev/lotengdev-web lotengdev.github.io Lotengdev Website Source 11 Codex, OpenCode 1 1,176 tok
orif1n/kirim-saas kirimsaas.com 11 Codex, OpenCode 1 7,673 tok
PyAutoLabs/PyAutoArray Array and grid manipulation for the PyAuto ecosystem 11 Claude Code, Codex, GitHub Copilot, OpenCode 5 2,026 tok
UtroYAKQ/AI-Friendly-Project-Template 11 Claude Code, Codex, OpenCode 2 444 tok
CognicellAI/Cognition cognition-black.vercel.app The foundational layer for trusted, executable AI platforms. 11 Claude Code, Codex, OpenCode 3 4,360 tok
aontu-lang/aontu Ontology support system for agent development 11 Claude Code, Codex, OpenCode 2 2,234 tok
chenzc24/t28-ioring 11 Claude Code, Codex, OpenCode 2 2,773 tok
SpillwaveSolutions/wiki_ticket_sdd Local-first, git-native visible-WIP work tracking (worklog) + Claude Code plugin 11 Claude Code, Codex, Cursor, OpenCode 21 1,506 tok
bgreenwell/statlingo bgreenwell.github.io Explain Statistical Output with Large Language Models 11 Claude Code, Codex, OpenCode 2 2,235 tok
daadLang/daad-blockly A web application for visual programming in the Arabic language 11 Codex, OpenCode 1 1,280 tok
ecorkran/ai-project-guide AI Project Structure for reference. Included with context-forge and works automatically. 11 Claude Code, Codex, OpenCode 4 7,949 tok
projectbluefin/lab factory.projectbluefin.io Bluefin QA pipeline — Argo Workflows, KubeVirt, behave/dogtail GNOME smoke tests 11 Codex, GitHub Copilot, OpenCode 2 1,635 tok
rien7/twitter-extension-api 11 Codex, OpenCode 1 2,241 tok
dark-builders/darq darq.sh A dark software factory: software that writes itself — and gets smarter without you in bet 11 Claude Code, Codex, OpenCode 2 1,590 tok
cdskill/qalma qalma.dev Angular-first, headless rich text editor toolkit built on ProseMirror — lightweight, signa 11 Codex, OpenCode 1 1,122 tok
vien-meng/vien-skills Skills for fully automated one-click development and delivery of complete projects with AI 11 Codex, OpenCode 1 1,008 tok
RooAGI/Lint-AI rooagi.github.io Persistent memory layer for AI coding agents — current-state retrieval that knows what is 11 Claude Code, Codex, OpenCode 2 222 tok
Awesome-Embedded-Learning-Studio/CFDesktop awesome-embedded-learning-studio.github.io This is a Repo that Desktop can be deployed on Any Embedded Device enable to run Qt 11 Claude Code, Codex, OpenCode 11 556 tok
LayZeeDK/angular-typechecker A type-checker (no build/emit) for Angular projects, including libraries. Perfect for Agen 11 Claude Code, Codex, OpenCode 5 16,893 tok
12-Studio/Tackl tackl.netlify.app The ultimate starter kit for React, using NextJS 11 Claude Code, Codex, OpenCode 2 4,330 tok
ripgrim/spotless keep your downloads folder spotless 11 Codex, OpenCode 1 1,481 tok
marconae/ghbrk A credential broker that gives coding agents git and gh access without exposing SSH keys o 11 Claude Code, Codex, OpenCode 2 172 tok
braedonsaunders/openstudio openstudio.cafe Real-time collaborative music studio with sub-30ms latency. Jam with anyone, anywhere in y 11 Claude Code, Codex, OpenCode 2 1,198 tok
NePixe1/AgentHalo An ambient desktop status light for coding agents. 11 Codex, OpenCode 1 2,212 tok
fenre/splunk-monitoring-use-cases 11 Codex, OpenCode 1 6,009 tok
moasq/agentic-ship Open-source toolkit for shipping real products with coding agents: durable product contrac 11 Claude Code, Codex, OpenCode 4 12,260 tok
tngwilkins/agentic-engineering-starter-pack A repository template for building software with AI agent collaboration. Create a new repo 11 Codex, OpenCode 1 2,852 tok
cvander/Maya Collection of skills and agent tools to run a bar in San Francisco 11 Claude Code, Codex, OpenCode 2 2,469 tok
bernierllc/agents-environment-config Create a common base agents config for a dev environment. 11 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 7 3,443 tok
ForumHFR/redface2 forumhfr.github.io Redface 2 — client Android moderne pour le forum Hardware.fr (Kotlin, Jetpack Compose, Mat 11 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 18 5,930 tok
GlobalEmergency/ResponseGrid responsegrid.app ResponseGrid — plataforma de coordinación de ayuda en emergencias (GlobalEmergency). NestJ 11 Claude Code, Codex, OpenCode 2 3,219 tok
tompassarelli/nisp Statically-checked Lisp for Nix 11 Codex, OpenCode 1 2,309 tok
fulgidus/zignet MCP server for Zig — AI-powered code generation, debugging, and documentation 11 Codex, OpenCode 1 5,870 tok
grapeot/eink_diary Moji Ji — a colorful E-Ink visual diary: every two hours, it turns what you have been doin 11 Codex, OpenCode 1 516 tok
mgifford/contrast-plus mgifford.github.io A color contrast checker that supports WCAG 2, APCA & Focus Colors 11 Codex, GitHub Copilot, OpenCode 2 2,083 tok
TTCMarine/Expedition-Python Python wrapper for the Expedition DLL 11 Codex, OpenCode 1 1,402 tok
atliq/recap Search your browsing history in plain English. Local-first RAG - Chrome extension + privat 11 Claude Code, Codex, OpenCode 2 2,631 tok
rstacruz/skimmable Claude Code plugin for more readable formatting 11 Codex, OpenCode 1 135 tok
Knuckles-Team/epistemic-graph A multi-modal agent memory, context, inferencing, analytics engine and database. 11 Claude Code, Codex, OpenCode 4 2,056 tok
netcanon/netcanon netcanon.net Multi-vendor switch & router config translator — Cisco / Juniper / Arista / Aruba / Dell / 11 Codex, OpenCode 1 40,485 tok
Yugoxc/privacy-kit-cl npmjs.com Cumplimiento Ley 21.719 (protección de datos, Chile) para sistemas con IA/LLMs: enmascara 11 Codex, OpenCode 1 869 tok