How real projects configure their agents

43,636 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
gopherguides/gopher-ai Claude Code plugins for Go developers - by Gopher Guides 21 Claude Code, Codex, OpenCode 2 4,024 tok
kaili-yang/ComfyUI-Workflow-Debugger comfy-workflow-debugger.netlify.app Debug and troubleshoot ComfyUI workflows faster. Offline static analysis tool & JSON fixer 21 Claude Code 3 2,302 tok
ivRodriguezCA/nuntius iOS Framework for end-to-end encrypted messages 21 Claude Code 1 3,117 tok
natea/ExoMind Highly skilled voice-based assistant with intimate knowledge of your preferences, interest 21 Claude Code 6 3,282 tok
Unleash/unleash-mcp An MCP server for Unleash feature flagging server, and your new best coding buddy 21 Claude Code 1 1,217 tok
whyisjake/today apps.apple.com RSS Reader with just a touch of AI 21 Claude Code, GitHub Copilot 7 7,538 tok
1amageek/app-mcp 21 Claude Code 1 4,454 tok
memorysaver/looplia-core Universal agentic workflow CLI — compose AI agents and skills for any task. 21 Claude Code, Codex, OpenCode 3 1,967 tok
yaleh/meta-cc Meta-Cognition tool for Claude Code - analyze session history for workflow optimization. 21 Claude Code, Codex, OpenCode 4 4,603 tok
siruizou2005/Course-Prism class.swufe.chat A modern course review community platform for SWUFE students — search courses, write revie 21 Claude Code 1 2,825 tok
MasterAgentAI/QuantPath MFE admission prediction — GPBoost model (AUC 0.723) on 12,800+ records, 29 programs, 930 21 Claude Code 1 2,902 tok
jamesgray007/hoai-course 21 Claude Code 15 602 tok
mohdhaji87/payloadsallthethings-skills PayloadsAllTheThings Skills Plugin for Claude Code 21 Claude Code 1 640 tok
degentic-tools/claude-code-trading-terminal Agent-native trading terminal built on top of Claude Code. Deploy sub-agents that execute 21 Claude Code 1 615 tok
tmaasen/apple-dev-mcp MCP Server for Apple's Human Interface Guidelines (HIG) & Developer Documentation 21 Claude Code 1 2,792 tok
JustinBeckwith/gongio-mcp MCP server for Gong.io - access calls, transcripts, and users 21 Codex, OpenCode 1 911 tok
evielync/hyo-claude-code-obsidian-plugin The power of Claude Code — without the terminal. A Claude Code Obsidian plugin. 21 Claude Code 1 685 tok
woohyun212/security-skill A collection of AI agent skills for security professionals, by security professionals, and 21 Claude Code, Codex, OpenCode 2 1,284 tok
Bomx/seo-keyword-research SEO Keyword Research AI Agent using Claude Code, OpenClaw, Hermes, Distribb or your prefer 21 Claude Code 1
siviter-xyz/dot-agent A curated collection of agent skills for coding agents designed to enhance the workflows o 21 Codex, OpenCode 1 544 tok
7oSkaaa/polygon-problems-generator 21 Claude Code, Codex, GitHub Copilot, OpenCode 21 7,991 tok
Geek96/paper-research-skill A modular Claude Code skill for the full academic paper research pipeline: search/download 21 Claude Code 1 1,183 tok
roboco-io/plugins Claude Code plugin collection - Skills, Commands, Agents, Hooks 21 Claude Code 3 1,746 tok
findalexli/ai-scientist-v3 21 Claude Code 5
ory/terraform-provider-ory registry.terraform.io Terraform provider for managing Ory Network resources — identities, OAuth2 clients, permis 21 Claude Code 1
Sanctum-Siliconis/Kowtow sanctumsiliconis.org Submit to the Silicon. Survive the Singularity. 21 Claude Code, Codex, OpenCode 2 1,004 tok
fgrehm/lmk A CLI tool to draw your attention to a terminal when a command finishes running 21 Claude Code 1
liwenhao0427/STS2_DualRoleAdventure Slay the Spire 2 local single-player multi-character adventure Mod 21 Codex, OpenCode 1 4,088 tok
unicorn-plugins/dmap Declarative Multi-Agent Orchestration: Applying Clean Architecture Principles to LLM Agent 21 Claude Code, Codex, OpenCode 2 1,998 tok
BlueSkyXN/Codex-is-all-you-need Public-safe Codex plugin-first preset system with agents, skills, examples, scripts, and a 21 Codex, OpenCode 1 3,094 tok
ArneJanning/local-skills-agent Self-extending AI agent system running on local Ollama - creates its own capabilities auto 21 Claude Code 1 867 tok
mikecann/agent-skills 21 Codex, OpenCode 1 717 tok
ludusrusso/wildgecu 🦎 Wild by nature, safe by design. A modular AI agent framework in Go with multi-provider 21 Claude Code, Codex, OpenCode 4 23 tok
Flux159/mcp-game-asset-gen npmjs.com Asset generation MCP server for Three.js and game engines 21 Codex, OpenCode 1 1,380 tok
markolauren/ResponseMCP markolauren.github.io Response MCP server for Agentic SOC 21 GitHub Copilot 1 404 tok
JavierusTk/mORMot-MCP-Server Full MCP 2025-06-18 specification implementation for Delphi with mORMot2 21 Claude Code 1 2,665 tok
umputun/local-docs-mcp MCP serving local docs 21 Claude Code 1 1,483 tok
shenjingnan/home-mcp home-mcp.shenjingnan.com Smart home MCP 21 Claude Code, GitHub Copilot 14 4,194 tok
sbilde/untitledui-mcp An MCP for Untitled UI components. 21 Claude Code 1 503 tok
syumai/go-mcp-hands-on 21 Claude Code 1 506 tok
CCDawn/Vibelution Local-first multi-agent workbench: coding, research teams, Git, evolution & evidence on yo 21 Codex, Cursor, OpenCode 2 3,187 tok
eliezhao/moonbit-ic-cdk A lightweight, WebAssembly-native Canister Development Kit (CDK) for building smart contra 21 Codex, OpenCode 1 511 tok
luongphambao/diagram_code_agent 21 Claude Code 2
Citosoft/nora withnora.run Nora - The Agentic IDE 21 Codex, OpenCode 1 4,274 tok
LinZhuoChen/video-to-notebook Read open-course video as one merged notebook using claude/codex — textbook + concept ency 21 Codex, OpenCode 1 3,394 tok
h0rv/d2-mcp 21 Codex, OpenCode 1 703 tok
jesusdmedinac/json-to-compose 21 Codex, OpenCode 1 5,727 tok
NelsonJeppesen/nix-lifestyle Nix to manage my computing life 21 Codex, OpenCode 1 1,068 tok
Proteusiq/unthinking proteusiq.github.io Unveiling Causal Reasoning in LLMs: Reality or Mirage? 21 Codex, OpenCode 1 5,777 tok
sepahead/crebain CREBAIN (Adaptive Response & Awareness System) — research prototype for spatial awareness 21 Claude Code, Codex, OpenCode 2 3,288 tok