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
modery/PowerDocu Generate technical documentation from your existing Power Platform solutions, including Fl 653 Claude Code, GitHub Copilot 2 7,252 tok
microsoft/rayfin Backend-as-a-Service with built-in auth, data, and more 653 Claude Code, GitHub Copilot 41 4,711 tok
nirholas/XActions xactions.app ⚡ The Complete X/Twitter Automation Toolkit — Scrapers, MCP server for AI agents (Claude/G 644 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 11 8,538 tok
josix/awesome-claude-md josix.github.io Curated collection of exemplary claude.md files and onboarding patterns from public GitHub 627 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,605 tok
LedgerHQ/ledger-live Mono-repository for Ledger Wallet apps and related packages 624 Claude Code, Codex, GitHub Copilot, OpenCode 76 869 tok
Decade-qiu/CookHero CookHero is an intelligent diet and cooking management platform based on LLM + RAG + Agent 624 GitHub Copilot 1 364 tok
velobase/velobase-harness All AI developers deserve to get paid. Turn your AI prototype into a paid SaaS with open- 619 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,774 tok
FerroxLabs/wayland getwayland.com Wayland - The AI Agent That Perceives. Reasons. Acts. Evolves. 617 Claude Code, Codex, GitHub Copilot, OpenCode 16 3,771 tok
operately/operately operately.com The open source company operating system. 617 Claude Code, Codex, GitHub Copilot, OpenCode 12 8,572 tok
provos/ironcurtain ironcurtain.dev A secure* runtime for autonomous AI agents. Policy from plain-English constitutions. (*htt 616 Claude Code, GitHub Copilot, Gemini CLI 10 9,002 tok
nodetool-ai/nodetool nodetool.ai Agent-first Creative Workspace 614 Claude Code, Codex, GitHub Copilot, OpenCode 33 15,022 tok
rtk-ai/icm Permanent memory for AI agents. Single binary, zero dependencies, MCP native. 613 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,485 tok
yoosuf/Messenger yoosuf.me Relational messaging database schema for one-to-one and group chat apps with attachments a 609 Claude Code, Codex, GitHub Copilot, OpenCode 3 805 tok
jasonjgardner/blockbench-mcp-plugin jasonjgardner.github.io Adds MCP server to Blockbench 606 Claude Code, Codex, GitHub Copilot, OpenCode 14 4,084 tok
thunder-id/thunderid thunderid.dev ThunderID, an LF Decentralized Trust project, is a high-performance, open-source identity 605 Claude Code, Codex, GitHub Copilot, OpenCode 14 1,678 tok
ROCm/aiter rocm.github.io AI Tensor Engine for ROCm 605 Claude Code, GitHub Copilot 10 5,733 tok
IgniteUI/igniteui-angular infragistics.com Ignite UI for Angular is a complete library of Angular UI components with the fastest grid 599 Codex, GitHub Copilot, OpenCode 3 4,925 tok
EvovexAI/EvoFlow evovexai.com A harness super-agent orchestration framework featuring AI agent employees, workflows, kno 599 Codex, GitHub Copilot, OpenCode 2 2,503 tok
BetterThanTomorrow/joyride marketplace.visualstudio.com Making VS Code Hackable like Emacs since 2022 595 Claude Code, Codex, GitHub Copilot 5 3,292 tok
514-labs/moosestack docs.fiveonefour.com The agent harness for building analytics into your app on top of ClickHouse, Redpanda and 591 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,316 tok
agentic-in/elephant-agent elephant.agentic-in.ai Personal-Model First Self Evolving AI Agent 🐘 584 Codex, GitHub Copilot, OpenCode 2 1,922 tok
ZimoLiao/scholaraio zimoliao.github.io Scholar All-In-One: A research infrastructure for AI agents 584 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 49 2,699 tok
HoangNguyen0403/agent-skills-standard npmjs.com A collection of Agent Skills Standard and Best Practice for Programming Languages, Framewo 583 Claude Code, Codex, GitHub Copilot, OpenCode 6 2,336 tok
facebook/meta-wearables-dat-ios Meta Wearables Device Access Toolkit for iOS 576 Codex, GitHub Copilot, OpenCode 2 23,039 tok
Azure/azure-dev aka.ms A developer CLI for working with Azure resources to build and deploy AI applications. Comm 572 Claude Code, Codex, GitHub Copilot, OpenCode 22 2,016 tok
umutxyp/Seo-Promt-Master 🔍 Google SEO's full docs as an AI prompt machine — drop it into your AI assistant to map 572 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 2,230 tok
JKorf/CryptoExchange.Net cryptoexchange.jkorf.dev A C# .netstandard base library used for implementing cryptocurrency exchange API's. 569 Codex, GitHub Copilot, OpenCode 2 2,975 tok
johnpapa/vscode-angular-snippets Angular Snippets for VS Code 566 Codex, GitHub Copilot, OpenCode 2 2,225 tok
sinanata/unity-ui-toolkit-design-system sinanata.github.io Drop-in design system for Unity 6 UI Toolkit (UIDocument + PanelRenderer, UXML + USS): tok 565 Codex, GitHub Copilot, OpenCode 2 3,593 tok
vltpkg/vltpkg vlt.sh the vlt package manager monorepo 564 Codex, GitHub Copilot, OpenCode 2 3,361 tok
emiliaprotocol/emilia-protocol emiliaprotocol.ai Authority control plane for autonomous work. EMILIA Gate enforces finite customer-owned ma 562 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,869 tok
irockel/tda irockel.github.io TDA - Thread Dump Analyzer (for Java). Analyze your Thread Dumps with a GUI or use it as M 553 Claude Code, Codex, GitHub Copilot 2 441 tok
tarampampam/webhook-tester wh.tarampamp.am 🔭 Powerful tool for testing WebHooks and more 552 Codex, GitHub Copilot, OpenCode 2 1,462 tok
esbmc/esbmc esbmc.org The efficient SMT-based context-bounded model checker (ESBMC) 543 Claude Code, Codex, GitHub Copilot, OpenCode 4 3,525 tok
bahayonghang/academic-writing-skills bahayonghang.github.io AI-powered post-writing toolkit for academic papers — format validation, grammar/style pol 540 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,930 tok
gitmono-dev/mega gitmega.ai Mega is an open-source implementation of Google Piper — a Git-compatible monorepo engine b 539 GitHub Copilot 1 1,330 tok
agentregistry-dev/agentregistry aregistry.ai Fast-track AI innovation with a centralized, trusted, curated registry 537 Codex, GitHub Copilot, OpenCode 2 3,912 tok
clawdotnet/openclaw.net agentqi.dev Self-hosted Enterprise and Personal AI + agent runtime in .NET (NativeAOT-friendly) 532 Claude Code, Codex, GitHub Copilot, OpenCode 3 920 tok
FutureExcited/vibe-rules Save, load, distribute your AI rules 528 GitHub Copilot 1 47 tok
ansys/pymapdl mapdl.docs.pyansys.com A Python client library for Ansys MAPDL 527 Claude Code, Codex, GitHub Copilot, OpenCode 7 2,068 tok
Obiente/nc-native nc-native.obiente.dev Adaptive native Nextcloud client for mobile and desktop, with dynamic support for the wide 527 Codex, GitHub Copilot, OpenCode 2 8,419 tok
oisee/vibing-steampunk vs-punk: ADT to MCP bridge - Vibe code in ABAP / AMDP 522 Claude Code, GitHub Copilot 3 5,080 tok
comma-csv/comma Comma is a small CSV (ie. comma separated values) generation extension for Ruby objects, t 521 GitHub Copilot 1 797 tok
nudgebee/nudgebee nudgebee.com Open-source agentic ops platform for cloud, SRE, DevOps, support and FinOps teams. AI agen 520 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 30 5,694 tok
ZaxbyHub/opencode-swarm Architect-centric agentic swarm plugin for OpenCode. Hub-and-spoke orchestration with SM 518 Claude Code, Codex, GitHub Copilot, OpenCode 5 10,577 tok
oculus-samples/Unity-PassthroughCameraApiSamples A Sample Project for Passthrough Camera API in Unity. 516 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 9 1,092 tok
antgroup/vsag vsag.io vsag is a vector indexing library used for similarity search. 516 Claude Code, Codex, GitHub Copilot, OpenCode 4 1,535 tok
managedcode/dotnet-skills skills.managed-code.com One of the largest .NET-focused skill collections for AI coding assistants, with a catalog 508 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 14,250 tok
ericboy0224/learn-docker-and-k8s Interactive AI-driven game to learn Docker, Linux, networking & Kubernetes. Open in Claude 507 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 14 796 tok
epam/ai-dial-chat chat.dialx.ai A default UI for AI DIAL 501 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 56 2,530 tok