How real projects configure their agents

3,700 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
adamerso/adg-parallels AI Delegation Grid: scalable multi-agent orchestration for Copilot and LLMs inside VS Code 5 GitHub Copilot 1 6,004 tok
navig-run/core navig.run Agentic runtime for operators who want to manage servers, databases, containers, tunnels, 5 GitHub Copilot 9 18,009 tok
dimosgit/grounded-knowledge-engine gke.dimouzunov.com Local-first engine that grounds an AI agent's answers in your own Markdown and captures wh 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,385 tok
shyamsridhar123/sharkbait AI-powered coding assistant for the command line. Uses OpenAI Responses API (not Chat). A 5 Claude Code, Codex, GitHub Copilot, OpenCode 4 3,228 tok
error505/Flockion_AI_Engineering flockion.com Build less. Delete more. Keep the code boring. 5 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode 4 2,176 tok
microsoft/Build26-DEM364-simplify-app-dev-with-cloud-native-postgresql-in-azure-horizondb build.microsoft.com Demo of the Zava Designer Agent — an AI room designer using Azure HorizonDB for vector sea 5 Codex, GitHub Copilot, OpenCode 2 1,032 tok
microsoft/Build26-DEM332-from-zero-to-teammate-in-25-minutes-build-a-teams-agent-live build.microsoft.com Demo showing how to turn a web app into a Microsoft Teams agent using the Teams Developer 5 Codex, GitHub Copilot, OpenCode 2 1,029 tok
ovbslaught/NOMADZ-0 NOMADZ-0: Godot 4.8 3D substrate, multi-character combat, cosmic-key branch, rigged player 5 GitHub Copilot 1 303 tok
flespi-software/skills flespi.com AI agent skills for the flespi IoT and telematics cloud platform. Provides comprehensive r 5 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 5 604 tok
SudoSmitty/dynatrace-kpi-dashboard-generator Dynatrace KPI Dashboard Generator 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,493 tok
calexandre/homeassistant-assistant AI assistant for Home Assistant in Claude Code, GitHub Copilot CLI, and VS Code — grounded 5 Claude Code, Codex, GitHub Copilot, OpenCode 11 1,435 tok
Steffen025/pag-extract Kongressprogramme als Datei statt 40 Browser-Tabs — liest das öffentliche Programm jedes m 5 Claude Code, Codex, GitHub Copilot, OpenCode 4 1,767 tok
giggsoinc/raven AI Engineering Discipline for Comprehension Debt. Andie, the multi-dimensional thinking ag 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 11 5,003 tok
shalk/awesome-ai-coding A curated list of AI-powered coding tools, libraries, and resources for developers - fro 5 Claude Code, GitHub Copilot 2 1,385 tok
feimacode/feima-copilot-llms-extension feimacode.com Alternative AI models for GitHub Copilot — Qwen, DeepSeek, GLM, MiniMax, Kimi and more. Co 5 Claude Code, GitHub Copilot 22 425 tok
kanazawazawa/copilot-agent-workspace 5 Claude Code, Codex, GitHub Copilot, OpenCode 8 3,647 tok
karanb192/bouncer A one-file door-guard for coding agents — first-class on Claude Code (permissionDecision d 5 Codex, GitHub Copilot, OpenCode 2 936 tok
dynatrace-oss/dt-mcp-playground 5 GitHub Copilot 1 184 tok
wirelessr/SpecForge-Agent An autonomous software engineering agent that forges production-ready code. It combines th 5 GitHub Copilot 1 241 tok
DUBSOpenHub/swarm-command 🐝 Swarm Command — Multi-model consensus swarm orchestrator for Copilot CLI. Instantly lau 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,105 tok
ciberado/agentic-videoclub 5 Claude Code, GitHub Copilot 2 680 tok
akikisai/copilot-custom-config-template GitHub Copilot customization templates — instructions, prompts, agents, and skills for VS 5 GitHub Copilot 4 2,305 tok
fgrehm/lazychat File-based async discussion protocol for pair programming with AI agents. 5 GitHub Copilot 1 999 tok
kkwjk2718/gshsapp gshs.app 5 Codex, GitHub Copilot, OpenCode 2 2,729 tok
shyamsridhar123/AlltheVibes-WildHackathon 5 Claude Code, Codex, GitHub Copilot, OpenCode 19 3,034 tok
jyjeanne/rustyspec A Rust CLI SDD tool that transforms feature descriptions into structured specs, plans, and 5 Claude Code, GitHub Copilot 10 840 tok
rocket-meals/rocket-meals rocket-meals.github.io 5 Codex, GitHub Copilot, OpenCode 3 6,571 tok
likecoin/likecoin-api-public api.docs.like.co LikeCoin API Public api.docs.like.co 5 Claude Code, Codex, GitHub Copilot, OpenCode 5 1,701 tok
gies-ai-experiments/VentureBot repo to create multi agent simulations for teaching 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,096 tok
microsoft/capacity-toolkit aka.ms Read-only tools and a self-contained dashboard to analyze Azure regional capacity, availab 5 Codex, GitHub Copilot, OpenCode 2 3,047 tok
boettiger-lab/data-workflows Dataset processing workflows for cloud-native geospatial data on NRP Kubernetes 5 Claude Code, Codex, GitHub Copilot, OpenCode 12 12,716 tok
Jordan231111/MalwareMinimizer Cross-platform Rust malware scanning CLI with quarantine, update workflows, tests, and CI 5 Codex, GitHub Copilot, OpenCode 2 3,093 tok
meta-quest/Meta-Horizon-Platform-SDK-Samples Collection of sample projects demonstrating integrations of the Meta Horizon Platform SDK. 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 1,031 tok
groupdocs-comparison/GroupDocs.Comparison-for-Python-via-.NET products.groupdocs.com GroupDocs.Comparison for Python via .NET public code examples that reflect documentation s 5 Codex, GitHub Copilot, OpenCode 2 5,458 tok
opnsrcntrbtr/TrustVault-PWA trust-vault-pwa.vercel.app TrustVault is a privacy-first zero-knowledge Progressive Web App (PWA) credential manager 5 Claude Code, Codex, GitHub Copilot, OpenCode 5 4,178 tok
JKorf/WhiteBit.Net cryptoexchange.jkorf.dev C#/.NET client library for the WhiteBit.com cryptocurrency exchange REST and WebSocket API 5 Codex, GitHub Copilot, OpenCode 2 2,779 tok
evefrontier/dapp-index EVE Frontier Dapp Index product: a Sui registry, Walrus-backed metadata flow, and web app 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,146 tok
b-fontaine/devoxx-2026 Support de talk pour devoxx 2026 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,036 tok
generic-automation-and-it/smooth-code-repo-index-mcp Monorepo code indexing and retrieval for AI coding agents, with first-class `AGENTS.md` su 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 4,449 tok
drvoss/harness-100-copilot 100 production-grade multi-agent harnesses for GitHub Copilot CLI 5 GitHub Copilot 1 541 tok
haevg-rz/decision-trail 5 Codex, GitHub Copilot, OpenCode 2 7,658 tok
nnunley/fmpl A multi-threaded, multi-user, programming language with extensible grammars 5 Claude Code, Codex, GitHub Copilot, OpenCode 4 3,239 tok
gquattromani/prompt-best-practices An AI agent skill that transforms unstructured prompts into high-quality structured prompt 5 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode 4 3,816 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
paulwu/agent365-management Notes on how to manage Agent IDs with Agent 365 in Entra 5 Claude Code, GitHub Copilot 11 2,745 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
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
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
jaisonschmidt/gs-ia-driven 5 Codex, GitHub Copilot, OpenCode 6 4,706 tok