How real projects configure their agents

32,436 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
hypnguyen1209/offensive-claude Offensive security toolkit for Claude Code covering red team, exploit dev, AD attacks, EDR 412 Claude Code 1 4,209 tok
haunchen/n8n-skills n8n-skills.frankchen.tw Designed specifically for AI assistants, the n8n Workflow Automation Skills Suite. 411 Claude Code 1 2,786 tok
zexuanw958-svg/travel-plan-viz Migo · Travel Navigator — generates single-file, offline-capable, mobile-first HTML travel 411 Claude Code 1 2,159 tok
mezmo/aura mezmo.com AURA is a production-tested SRE agent platform you can deploy in minutes. AURA handles th 411 Claude Code 1 7,278 tok
prisma/prisma-next ⛔ Moved to prisma/prisma — Prisma Next development continues there under the name Prisma O 411 Claude Code, Codex, OpenCode 6 2,674 tok
co-cart/co-cart cocartapi.com A developer-first REST API to decouple WooCommerce on the frontend. Fast, secure, customiz 411 Claude Code, Codex, OpenCode 5 2,150 tok
Runchuan-BU/BioClaw AI-Powered Bioinformatics Research Assistant. Built on OpenClaw. 410 Claude Code 13 1,198 tok
Nebulock-Inc/agentic-threat-hunting-framework ATHF is a framework for agentic threat hunting - building systems that can remember, learn 410 Claude Code, Codex, OpenCode 3 9,623 tok
tellahq/opensession opensession.com 410 Claude Code, Codex, OpenCode 61 2,967 tok
atulmy/gql-query-builder npmjs.com 🔧 Simple GraphQL Query Builder 409 Claude Code, Codex, OpenCode 2 817 tok
ruilisi/lsbot lsbot.org Lean & Secure Bot 409 Claude Code, GitHub Copilot 2 2,985 tok
kookoo1sabzy/BaleVPN P2P VPN Tunnel Over Bale Messaging System 409 Claude Code 1 2,648 tok
Microck/ordinary-claude-skills microck.github.io An unappealing collection of Claude Skills and resources. 409 Claude Code 1 —
indragiek/uniprof uniprof.sh Universal CPU profiler designed for humans and AI agents 409 Claude Code, Codex, OpenCode 2 2,124 tok
alpbahadur/49Agents 49agents.com Open-source 2D IDE for managing AI agents in native CLIs, terminal, gits, beads issues, an 408 Claude Code, Codex, OpenCode 2 3,298 tok
sleep1223/fast-soy-admin fast-soy-admin.sleep0.de A modern lightweight management platform based on FastAPI+Vue3+Naive UI. A modern Manageme 408 Claude Code, Codex, OpenCode 2 3,484 tok
smart-mcp-proxy/mcpproxy-go mcpproxy.app Supercharge AI Agents, Safely 408 Claude Code, Codex, OpenCode 2 7,278 tok
LarsCowe/bmalph Unified AI Development Framework - BMAD phases with Ralph execution loop 407 Claude Code 1 1,360 tok
marko-php/marko marko.build The modular PHP framework. 407 Claude Code 5 1,086 tok
charlie763/technical-interview-practice 407 Claude Code 1 1,712 tok
microsoft/semanticworkbench A versatile tool designed to help prototype intelligent assistants, agents and multi-agent 407 Claude Code 1 1,145 tok
aspectrr/deer trydeer.sh 🦌 The AI Elasticsearch Engineer 406 Claude Code, Codex, OpenCode 2 826 tok
marcellourbani/vscode_abap_remote_fs marcellourbani.github.io VS Code-based Agentic AI Platform for SAP ABAP Development 406 Claude Code, Codex, OpenCode 2 301 tok
Meridiona/meridian meridiona.com Stop letting your work go unnoticed. Meridian keeps an automatic work journal of what you 406 Claude Code 6 15,332 tok
tkaufmann/claude-gemini-bridge 🤖 Intelligent integration between Claude Code and Google Gemini for large-scale code anal 406 Claude Code 1 1,298 tok
quantumaikr/quant.cpp LLM inference with 7x longer context. Pure C, zero dependencies. Lossless KV cache compres 406 Claude Code 10 2,450 tok
waynesutton/convexskills docs.convex.dev AI agent skills and templates for building production ready apps with Convex. Patterns for 405 Claude Code, Gemini CLI 2 723 tok
syahiidkamil/Software-Engineer-AI-Agent-Atlas npmjs.com SWE-ATLAS turns Claude Code into a senior AI software engineer agent: multi-project worksp 405 Claude Code, Codex 38 463 tok
canyonroad/agentsh agentsh.org Execution-Layer Security (ELS) for AI agents — policy-enforced shell with audit. 405 Claude Code, Codex, OpenCode 2 596 tok
dcramer/dex dex.rip Task tracking for Agents 405 Claude Code, Codex, OpenCode 3 485 tok
cbcoutinho/nextcloud-mcp-server Nextcloud MCP Server 405 Claude Code 5 9,057 tok
betta-tech/ejemplo-harness-subagentes 404 Claude Code, Codex, OpenCode 8 1,290 tok
sonichi/sutando sutando.ai My AI Stand. Realtime by day, rewriting itself by night. Summon my AI superpower. 404 Claude Code, Codex, OpenCode 2 17,439 tok
evilmartians/agent-prism storybook.agent-prism.evilmartians.io React components for visualizing traces from AI agents 404 Claude Code, Codex, GitHub Copilot, OpenCode 5 882 tok
staskh/trading_skills Claude powered advisor system for option traders 404 Claude Code 1 1,043 tok
MelbourneDeveloper/RestClient.Net The safest way to make REST calls in C# with an MCP Generator 404 Claude Code, Codex, OpenCode 9 1,610 tok
rhesis-ai/rhesis rhesis.ai The collaboration layer for AI teams: domain experts review and annotate agent behavior, e 403 Claude Code, Codex, OpenCode 18 1,614 tok
Extelligence-ai/bagel trybagel.com Query robotics, drone, and IoT data in plain English through an MCP server, with an intell 403 Claude Code, Codex, OpenCode 2 1,638 tok
zhongweili/nanobanana-mcp-server AI image generation MCP server powered by Google Gemini, with smart model selection and 4K 403 Claude Code 1 3,030 tok
earthtojake/step.parts step.parts 12,000+ open source STEP parts for your next CAD project 403 Claude Code, Codex, OpenCode 2 2,579 tok
hallucinogen/agent-viewer Kanban board for managing Claude Code agents in tmux 402 Claude Code 1 809 tok
Windscribe/Android-App windscribe.com Complete source code of the official Windscribe Android application. 402 Claude Code, Codex, OpenCode 3 6,531 tok
zxdxjtu/claudecode-rule2hook Transform natural language project rules into Claude Code automation hooks - Write rules i 401 Claude Code 2 117 tok
diffbot/mcp-code-graph MCP Server for code graph analysis and visualization by CodeGPT 401 Claude Code 11 482 tok
ritchiecarroll/go2cs go2cs.net Convert Go source code into C# that reads like Go and behaves the same. The converted Go s 401 Claude Code 7 4,160 tok
wilfredinni/noodle noodlerest.dev A REST Client where the Repository is the Workspace 401 Claude Code, Codex, OpenCode 5 15,420 tok
paperclipinc/openclaw-operator paperclip.inc Kubernetes operator for deploying and managing OpenClaw AI agent instances with production 400 Claude Code 1 2,569 tok
Pratiyush/llm-wiki LLM-powered knowledge base from your Claude Code, Codex CLI, Copilot, Cursor & Gemini sess 400 Claude Code, Codex, OpenCode 26 4,278 tok
ai-dashboad/flutter-skill ai-dashboad.github.io AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero config. Works with Claude, Cu 400 Claude Code 1 2,418 tok
humanplane/homunculus humanplane.com A Claude Code plugin that watches how you work, learns your patterns, and evolves itself t 399 Claude Code 1 430 tok