How real projects configure their agents

44,931 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
bashebr/ai-native-sdlc Reusable Codex + Claude Code skill and plugin implementing Anthropic's AI-Native SDLC: Pla 94 Codex, OpenCode 1 385 tok
disler/agent-sandboxes 94 Claude Code 9 —
leboncoin/spark-web main--69d967830091f4360fd30d22.chromatic.com ✨ Simple, Modular & Accessible UI Components for your React Applications 94 Claude Code, Codex, Cursor, OpenCode 17 769 tok
baristaze/swe_guidelines Software Design and Architecture Guideline by Baris Taze 94 Claude Code, Codex, OpenCode 1 2,421 tok
wenlan-app/wenlan wenlan.app A living wiki your AI writes from your notes, code, AI chats (memories), and docs, checked 94 Claude Code, Codex, OpenCode 5 1,604 tok
R0Wi-DEV/workflow_ocr This is a Nextcloud Workflow App which enables you to process files via OCR on serverside. 94 Claude Code, GitHub Copilot 13 4,536 tok
Johnny520/wcx A comprehensive project integrating WeChat Xposed modules with deobfuscation analysis tool 94 Codex, OpenCode 1 1,042 tok
joe960913/Jixu jixu.dev Durable single-Agent Harness for TypeScript: recoverable Threads, context continuity, expl 93 Claude Code, Codex, OpenCode 2 3,488 tok
Robdel12/OrbitDock orbitdock.dev Run, review, and orchestrate AI coding agents from anywhere 93 Claude Code, Codex, OpenCode 7 1,053 tok
dalemoncayo/fullcase-web A practical example of integrating AI code review into a real-world codebase. Built with N 93 Claude Code, Codex, Gemini CLI, OpenCode 11 14,727 tok
webern/mx C++ binding for MusicXML. 93 Claude Code, Codex, GitHub Copilot, OpenCode 14 4,575 tok
mcs-cli/mcs mcs-cli.dev Managed Claude Stack - Reproducible AI infrastructure for Claude Code 93 Claude Code 1 7,197 tok
jmanhype/vggt-mps VGGT 3D Vision Agent optimized for Apple Silicon with Metal Performance Shaders 93 Claude Code 1 525 tok
dashpay/platform docs.dash.org Structured data storage blockchain with secondary indices and identities. 93 Claude Code, Codex, OpenCode 9 2,590 tok
docuspeed/claw-skills A collection of lobster skills. 93 Codex, OpenCode 1 488 tok
YuppyChen/ai-novelist 93 Claude Code 9 1,442 tok
adam-s/agent-tuning Using recursion to acheive predictable agent output 93 Claude Code 1 —
gillkyle/agent-tail agent-tail.vercel.app Pipe logs from all your dev servers into a single place accessible to your agents. 93 Claude Code 2 765 tok
sindney/fury3d A WIP vibe friendly game engine. 93 Claude Code 1 477 tok
app-dev-panel/app-dev-panel app-dev-panel.github.io The best framework and language (soon) agnostic Application Development Panel 93 Claude Code 18 6,596 tok
Dicklesworthstone/brenner_bot brennerbot.org Harness the scientific methods of Sydney Brenner using AI Agents 93 Codex, OpenCode 1 7,534 tok
ruvnet/sublinear-time-solver Rust + WASM sublinear-time solver for asymmetric diagonally dominant systems. Exposes Neum 93 Claude Code 5 —
konstruktoid/hardened-images Packer templates to create hardened Ubuntu server images. 93 Claude Code, GitHub Copilot 5 6,007 tok
yangcodingmaster/photo-distill Distill a photograph into a minimal poster — hand-written HTML/CSS/SVG, no image generatio 93 Claude Code, Codex, OpenCode 2 2,192 tok
arpitnath/claude-capsule-kit npmjs.com A toolkit that makes Claude Code better at engineering — session memory, dependency analys 93 Claude Code 1 1,133 tok
garagon/aguara aguarascan.com The open source security engine for AI agent and supply-chain trust. 93 Claude Code, Codex, OpenCode 2 7,167 tok
ydeng11/zotero-zotadata Make the management of metadata easier 93 Claude Code, Codex, OpenCode 2 1,146 tok
Weaverse/shopify-hydrogen-skills weaverse.io Dedicated agent skills for building, upgrading, and maintaining Shopify Hydrogen storefron 93 Codex, Cursor, OpenCode 2 1,710 tok
Jamkris/everything-gemini-code geminicli.com [Everything Gemini Code] A harness engineering toolkit for Gemini CLI & Antigravity. Tune 93 Gemini CLI 1 240 tok
mitchross/talos-argocd-proxmox mitchross.github.io Talos ArgoCD Homelab. My personal production Cluster. 93 Claude Code, Codex, OpenCode 19 6,282 tok
raphaelmansuy/edgecrab edgecrab.com EdgeCrab 🦀 A Super Powerful Personal Assistant inspired by NousHermes and OpenClaw — Rust 93 Codex, OpenCode 1 9,503 tok
FlorianBruniaux/starmapper starmapper.bruniaux.com Paste a GitHub repo URL and see where your stargazers live on an interactive world map. Fr 93 Claude Code, Codex, OpenCode 54 5,023 tok
henkisdabro/wookstar-claude-plugins An opinionated Claude Code Plugin Pack. Skills, Agents, Hooks, MCPs. Examples: Email draft 93 Claude Code, Codex, OpenCode 2 1,039 tok
rohansx/workz The environment engine for agent worktrees - zero-config dep sync + port/DB/compose isolat 93 Claude Code 1 297 tok
SeloraHomes/ha-selora-ai Your smart assistant to manage and maintain your home. 93 Claude Code 2 3,767 tok
GulajavaMinistudio/awesome-copilot-id gulajavaministudio.github.io A curated collection of custom agents, skills, rules, and prompts for GitHub Copilot, Goog 93 Codex, OpenCode 1 9,473 tok
PerryLink/dsh-mcp-panel npmjs.com MCP management console for the official DeepSeek Harness MCP client: /mcp command with hea 93 Codex, OpenCode 1 2,144 tok
26zl/cybersec-toolkit One command installs 670+ security tools on Debian/Ubuntu/Kali, Fedora, Arch, openSUSE and 93 Claude Code 3 —
bladnman/do-work 93 Claude Code, Codex, Gemini CLI, OpenCode 3 1,457 tok
henryhawke/mcp-titan This tool is a cutting-edge memory engine that blends real-time learning, persistent three 93 Claude Code 1 784 tok
clerk/skills AI Skills to enhance working with Clerk 93 Claude Code, Codex, OpenCode 4 565 tok
exoscale/cli Command-line tool for everything at Exoscale: compute, storage, dns. 93 Codex, OpenCode 1 1,836 tok
protoman/rockbot rockbot.upperland.net An open-source, SDL based, game engine to replicate old style NES games, mostly Megaman on 93 GitHub Copilot, Gemini CLI 2 750 tok
vanillagreencom/kendex kendex.ai Package manager for agents, skills, hooks, and extensions. Author once, install on every h 92 Claude Code, Codex, GitHub Copilot, OpenCode 79 3,231 tok
base44/skills 92 Claude Code 4 —
contentful/contentful.net .NET Library for Contentful's Content Delivery and Management API 92 Codex, OpenCode 1 830 tok
ChatTeach/Awesome-AI-Agents manuagi.beehiiv.com Curated collection of the latest open-source AI agent projects—Weekly updated! 92 Codex, OpenCode 1 4,050 tok
nokonoko1203/claude-code-settings Best Practices for Claude Code Configuration 92 Claude Code 1 325 tok
limboo-ai/limboo An Orchestrate multiple coding agent desktop app 92 Claude Code 1 25,202 tok
joemccann/x-bookmarks-pipeline A multi-LLM Python pipeline that fetches your X (Twitter) bookmarks, classifies them by ca 92 Claude Code, Codex, OpenCode 3 1,895 tok