How real projects configure their agents

32,552 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980

All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117

Project Stars Configures Files Always loaded
rvdbreemen/adr-kit Architecture decisions your AI coding agents actually follow. Ranked ADR retrieval and con 13 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,135 tok
fslides/fslides fslides.github.io A no-bullshit HTML presentation framework 13 Claude Code 1 483 tok
AutoConference/AutoConference-skill AutoConference is an Open-sourced AI-agents platform that simulates an openreview-style au 13 Claude Code, Codex, Gemini CLI, OpenCode 3 2,419 tok
replikativ/simmis A self-hosted workspace where people and AI agents share one memory: chat, wiki, knowledge 13 Claude Code, Codex 1 5,032 tok
askads/mcp-vk-ads npmjs.com MCP server for VK Ads — manage advertising (campaigns, groups, ads, statistics) from Claud 13 Claude Code 1 1,778 tok
backblaze-labs/awesome-agent-infrastructure blze.ai A curated list of AI agent infrastructure: memory stores, vector databases, execution sand 13 Claude Code 1 370 tok
RemakeBench/skills Evidence-driven Claude Code skills for building and verifying playable 3D worlds. 13 Claude Code 1 99 tok
ssheleg/sshlg-skills skills.sshlg.me Install and update agent skill packs for UX, delivery, design, integrations and verificati 13 Claude Code, Codex, OpenCode 5 1,550 tok
bablsoft/accessflow accessflow.io Open-source database, API access & deployment governance platform A SQL, NoSQL, and API pr 13 Claude Code 18 22,358 tok
OrellBuehler/kerf orellbuehler.github.io AI-assisted video & audio editor — Rust + Tauri, with an MCP server that lets Claude cut a 13 Claude Code 10 3,340 tok
The-40-Thieves/obsidian-tc Obsidian Turbocharged — governed, agent-ready Obsidian MCP server. Multi-vault native, plu 13 Claude Code, Codex, OpenCode 16 6,194 tok
akutishevsky/google-tasks-mcp gtasks-mcp.com MCP server for Google Tasks API integration 13 Claude Code 1 1,451 tok
GeiserX/telegram-archive-mcp geiserx.github.io MCP Server for Telegram-Archive — search messages, browse chats, and access archived Teleg 13 Claude Code, Codex, OpenCode 4 2,339 tok
cyanheads/open-meteo-mcp-server npmjs.com Geocode places, fetch global weather forecasts, historical climate, marine conditions, air 13 Claude Code, Codex, OpenCode 2 17,164 tok
ihabkhaled/AI-Psychiatry claw-ai.co AI-Psychiatry is a Claude plugin that gives AI coding agents an executive-function layer t 13 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 54 390 tok
pixelab-ch/higgsfield-skills Model-aware Claude Agent Skills for AI image & video generation on Higgsfield — 15 creativ 13 Claude Code 1 3,994 tok
Monkopedia/rouse-context rousecontext.com On-demand Model Context Protocol (MCP) server for Android — FCM push-woken, end-to-end enc 13 Claude Code 7 —
cheewee2000/cadgang experiments.cwandt.com CADgang — a CAD viewer and markup tool. Opens STEP, IGES, BREP, STL, OBJ, PLY, 3MF, glTF, 13 Claude Code 3 726 tok
karlkfi/claude-bouncer Guard rails for Claude Code: workspace boundaries, protected branches, production targets, 13 Claude Code 1 2,265 tok
everclear077/dsh-progressive-tools Progressive tool discovery for DeepSeek Harness — tiny stable surface, searchable catalog, 13 Claude Code, Codex, OpenCode 2 944 tok
modeled-information-format/MIF mif-spec.dev Open standard for portable AI knowledge interchange — JSON-LD + Markdown dual format with 13 Claude Code, Codex, GitHub Copilot 4 418 tok
zhendalf/claude-mcp An MCP server that allows AI tools to interact with Claude Code programmatically with sess 13 Claude Code, GitHub Copilot 2 1,939 tok
pajdarova/FenderStudioProMCP 13 Claude Code 1 4,489 tok
devjefferson/synapos 13 Claude Code, Codex, GitHub Copilot, OpenCode 12 1,956 tok
ruoyu123123/ruoyuai 13 Claude Code, Codex, OpenCode 39 21,917 tok
ahmadulhoq/agentskel The skeleton for agentic development — persistent memory, shared standards, and structured 13 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 7 5,625 tok
fmind/dot fmind.dev AI-driven, CLI-first dotfiles for Linux & macOS — chezmoi + mise, Fish, Neovim, and a type 13 Claude Code, Codex, OpenCode 5 1,116 tok
dxe/adb Activist Database Project 13 Claude Code, Codex, OpenCode 5 1,091 tok
terrene-foundation/kailash-coc-claude-py AI Assistant Configuration and Documentation for Kailash SDK Ecosystem 13 Claude Code 2 2,523 tok
TimothyVang/verdict-dfir VERDICT — a DFIR agent (Claude Code as the engine) that produces a signed, offline-verifia 13 Claude Code, Codex, OpenCode 6 8,726 tok
noizu-labs-ml/NoizuPromptLingo A Standardized Prompt Syntax/Language to train models and humans against for faster behavi 13 Claude Code, Codex, OpenCode 55 6,966 tok
Badminton-Apps/badman badman.app Codebase for Badman 13 Claude Code, Codex, GitHub Copilot, OpenCode 53 7,515 tok
PranavBakre/Junior My successor once AGI arrives 13 Claude Code, Codex, OpenCode 10 4,525 tok
Koshimizu-Takehito/Confetti 🎉 Beautiful confetti animations for SwiftUI with video-player-like controls 13 Claude Code 3 839 tok
IronAdamant/wikifier Agent-first, zero-dependency, self-maintaining codebase documentation & change tracking sy 13 Claude Code, Codex, OpenCode 2 5,039 tok
Vantiq/vantiq-extension-sources Contains source code for VANTIQ Extension sources as well as SDKs for building these sourc 13 Claude Code, Codex, OpenCode 2 1,066 tok
wintersleepAI/swnr The Stars Without Number, Cities Without Number, and Ashes Without Number system for Foun 13 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 3,935 tok
nickna/Conduit A unified API gateway for multiple LLM providers with OpenAI-compatible endpoints 13 Claude Code, Codex, Gemini CLI, OpenCode 3 12,868 tok
sageox/agent-toolkit sageox.ai A hosted AI coworker in the channels where your team already talks — open source, and your 13 Claude Code, Codex, OpenCode 13 780 tok
cfpperche/picode PiCode — browser-based Agent Development Environment (ADE) for coding-agent CLIs: Pi, Clau 13 Claude Code, Codex, OpenCode 6 3,391 tok
ongoingai/gateway docs.ongoing.ai Headless, OpenAI-compatible AI gateway in Go. Multi-tenant auth, tracing, cost tracking, r 13 Claude Code, Codex, OpenCode 2 1,589 tok
kwannoel/the-controller noelkwan.xyz 13 Claude Code 1 2 tok
stellarfeline/delvewright AI Minecraft adventure map generator: story in, it generates a playable RPG dungeon datapa 13 Claude Code 4 5,194 tok
cypress-io/cypress-design design.cypress.io Components to build UI with the Cypress Brand 13 Claude Code, Codex, OpenCode 9 2,258 tok
openshift/external-secrets-operator External-Secrets Operator for deploying and managing external-secrets. 13 Claude Code, Codex, OpenCode 5 3,472 tok
CreatmanCEO/claude-code-antiregression-setup Stop Claude Code from breaking your projects. Ready-to-use CLAUDE.md templates, subagents, 12 Claude Code 3 —
L337-org/docker-mcp Docker-MCP-Server - An MCP server covering the full management surface of Docker. Manage, 12 Claude Code, Codex, GitHub Copilot, OpenCode 6 9,646 tok
cas-team-analyst/team-analyst 12 Claude Code, Codex, Gemini CLI, OpenCode 8 2,346 tok
EmblemCompany/Agent-skills emblemvault.ai Official skill collection for EmblemAI agents — 200+ crypto tools across 7 blockchains 12 Claude Code, Codex, OpenCode 2 1,191 tok
tenstorrent/tt-studio docs.tenstorrent.com The Tenstorrent Studio (TT-Studio) is an easy to use web interface for running AI models o 12 Claude Code 10 1,901 tok