How real projects configure their agents

3,542 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 agents7,510Claude Code6,601Data and AI3,691Backend and APIs3,489Languages3,402Planning3,208Git and workflow3,142Code review2,734Memory and context2,361Testing2,349DevOps and cloud2,296Research2,292Writing and docs2,291Frontend2,248Security2,004Productivity1,708

All Claude Code32,107 Codex23,261 OpenCode22,036 GitHub Copilot3,542 Gemini CLI1,912 Cursor1,737 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
sovantica/engrava engrava.ai The memory database for AI agents - graph memory, hybrid search, tamper-evident thought/ed 5 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 2,920 tok
Mazalucas/El-DT Orchestrator structure for projects management with Antigravity/Cursor, etc 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 8 24,428 tok
leestott/generative-ui-foundry-hosted-agents Generative UI for AI agents on Microsoft Foundry: a .NET 10 Agent Framework agent over AG- 5 Claude Code, Codex, GitHub Copilot, OpenCode 4 4,426 tok
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 17,193 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 3,084 tok
dryvist/ai-workflows Reusable AI agent workflows that run 24/7 — issue triage, code cleanup, multi-repo orchest 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,543 tok
smaramwbc/statewave-web statewave.ai Official website for Statewave — open-source memory runtime for AI agents 5 Codex, GitHub Copilot, OpenCode 2 1,633 tok
DeHor-Labs/transcreve-ai Multimodal video dossiers for agents: transcripts, frames, OCR, evidence, and RAG-ready kn 5 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 7 2,966 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, OpenCode 3 1,446 tok
All-The-Vibes/ATV-Phoenix Intent in, outcome out. A self-healing, self-learning/hill climbing harness that drives co 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,741 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
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 4 477 tok
SudoSmitty/dynatrace-kpi-dashboard-generator Dynatrace KPI Dashboard Generator 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,493 tok
Binclusive/Binclusive-Accessibility-Skills 5 GitHub Copilot 1 1,000 tok
calexandre/homeassistant-assistant Homeassistant assistant toolset to speed up building homeassistant automations 5 Claude Code, Codex, GitHub Copilot, OpenCode 13 1,351 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-native engineering discipline for Claude Code · 60 skills · 10 guard agents · CVE scann 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 11 5,007 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
nitrodevco/turbo-cloud 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,141 tok
flitzrrr/frontend-design-skills Opinionated web design skills from curated sources — one install, every major AI coding to 5 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 1,588 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 15 425 tok
ziv-daniel/node-red-mcp MCP Node-RED Integration Server - Real-time Node-RED management via Model Context Protocol 5 GitHub Copilot 2 2,368 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
nathfavour/vibeauracle nathfavour.github.io Aura vibe with the coolest agentic coding oracle 5 Claude Code, Codex, GitHub Copilot, OpenCode 6 1,192 tok
fgrehm/lazychat File-based async discussion protocol for pair programming with AI agents. 5 GitHub Copilot 1 999 tok
s3644/academic-copilot-skills What it does — Research, Write, Review, Orchestrate Who it's for — Grad students, research 5 Claude Code, GitHub Copilot 6 269 tok
amitlals/sap-rpt1-oss-predictor claude.com SAP-RPT-1-OSS predictor Claude Skills 5 GitHub Copilot 1 672 tok
kkwjk2718/gshsapp gshs.app 5 Codex, GitHub Copilot, OpenCode 2 2,729 tok
gpsnmeajp/ai-character-checker A collection of AI skills that attempt to analyze, diagnose, and automatically improve cha 5 GitHub Copilot 1 3,911 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 5,632 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
mskhambaty/mumineen-coordination-whatsapp project-c94rt.vercel.app WhatsApp app for Mumineen coordination 5 Claude Code, Codex, GitHub Copilot, OpenCode 6 1,667 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 9,216 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