How real projects configure their agents

3,543 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
siddhamapple/needless 2 Codex, GitHub Copilot, OpenCode 2 758 tok
2023Anita/clinical-ai-agent-skills Evidence-first AI agent rules for clinicians using Codex, Claude Code, Cursor, Copilot, an 2 Claude Code, Codex, GitHub Copilot, OpenCode 3 966 tok
mrzroot/agentforge ⚡ The Universal AI Coding Agent Toolkit & OS. Sync rules across Cursor, Claude Code, Winds 2 Claude Code, GitHub Copilot, Cursor 3 789 tok
MeenakshiSundaram-MS/prove-it 2 Claude Code, Codex, GitHub Copilot, OpenCode 2 4,075 tok
justinz12xd/HACKATON-TAWS dashboard-nu-vert-64.vercel.app Yapa 💰 Agente financiero multi-agente por WhatsApp: registra gastos en lenguaje natural, 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 32 1,982 tok
ayimmam/PCIC pcic.tech Internal Management tool 2 Codex, GitHub Copilot, Cursor, OpenCode 4 1,612 tok
omtodkar/librarian AI coding assistant skill for 7 platforms. Turn your project into a searchable knowledge b 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,194 tok
Pukakiii/Job-Agent AI-first job search platform with semantic CV matching, AI-powered application generation, 2 GitHub Copilot 7 2,508 tok
micahcourey/mnemix-context A config-driven, multi-platform toolkit for generating AI coding resources 2 GitHub Copilot 1 3,717 tok
Omed0/convex-selfhost-starterkit make starter convex-selfhost 2 Claude Code, GitHub Copilot 4 468 tok
HuzaifaBinShahid/Repo-cards npmjs.com Markdown-first codebase context for AI coding assistants. One command, works in Claude Cod 2 Claude Code, Codex, GitHub Copilot, OpenCode 3 480 tok
geekdreamzz/ari-dai-skills 2 Claude Code, GitHub Copilot, Cursor 3 3,033 tok
vaquarkhan/platform-engineering-agent-skills 2 Claude Code, Codex, GitHub Copilot, OpenCode 9 913 tok
emporix/md-module-template 2 GitHub Copilot, Cursor 12 8,558 tok
nitdraig/lexis-two lexis-two.excelso.xyz 2 Claude Code, Codex, GitHub Copilot, Cursor, Kiro, OpenCode 34 4,252 tok
Da7-Tech/trial Pre-delivery evidence gate for 12 AI coding agents: unsupported completion claims stay pri 2 GitHub Copilot 1 657 tok
gustavobarbosab/sage SAGE — spec-first, AI-assisted development workflow using SDD, BDD, and Harness Engineerin 2 GitHub Copilot 1 830 tok
der-bew/project-chimera Project Chimera: The Factory building Autonomous Influencers. A spec-driven, MCP-native ar 2 GitHub Copilot 1 319 tok
meta-quest/horizon-platform-sdk-samples Sample Android applications demonstrating how to integrate the Meta Horizon Platform SDK f 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 979 tok
kk5190/viberepo npmjs.com VibeRepo is the Agent Context Protocol for any codebase. It detects your stack and generat 2 Claude Code, GitHub Copilot, Cursor 3 753 tok
ggarciasoft/agentic-release-governance-platform 2 Claude Code, GitHub Copilot 11 1,438 tok
Atabold/AI-Agent-System I used to start projects with a vague idea, the AI would fill in the gaps itself, and I'd 2 Claude Code, GitHub Copilot 2 606 tok
sdcorejs/sdcorejs-agent Portable SDLC skill pack for AI coding agents, with generated mirrors for Claude Code, Cod 2 Claude Code, Codex, GitHub Copilot, OpenCode 4 7,646 tok
NeelPrime/arbiterx neelprime.github.io Your AI writes code. ArbiterX decides if it's good enough. Intelligent middleware for AI c 2 Claude Code, Codex, GitHub Copilot, OpenCode 3 773 tok
ddggkkcc/industry-intelligence-researcher 🌏 Evidence-led, sector-agnostic industry research methodology for AI coding agents (Codex 2 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 3,988 tok
emb715/neurodiveragents emb715.github.io A fleet of specialized AI agents — each one a neurotype, each one a specialist. Installs i 2 Claude Code, GitHub Copilot 3 3,684 tok
vaquarkhan/compliance-agent-skills 30 Agent Skills for deterministic USA compliance auditing of AI agents — HIPAA, NIST AI RM 2 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,822 tok
taotao135791-bit/gsap-transform 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 17 6,795 tok
CoderSufiyan/plainspeak npmjs.com Make AI agents write like a person, not a bot. 2 Codex, GitHub Copilot, OpenCode 2 2,146 tok
michaeldeanrobinson/opine-coding 2 GitHub Copilot 1 111 tok
dalonsogomez/braid-kg Proyecto que analiza de manera completa, extensa, detallada y exhaustiva cualquier directo 2 Claude Code, Codex, GitHub Copilot, OpenCode 3 9,075 tok
BrunoBNascimento/devos 2 Claude Code, GitHub Copilot, Cursor 11 518 tok
Michael-Obele/docshark dsharkd.svelte-apps.me DocShark is a powerful MCP server buit with TMCP, designed to scrape, index, and search an 2 Codex, GitHub Copilot, OpenCode 2 3,818 tok
flittpayments/flitt-integration-skill Official local AI assistant skill for integrating Flitt payments using Codex, Copilot, Cla 2 GitHub Copilot, Gemini CLI 2 424 tok
betzaydarobie-source/setup-3xui-skill Reusable setup-3xui AI-agent workflow for installing 3X-UI panels and managing VLESS Reali 2 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 3,689 tok
noot-app/openfoodfacts-mcp-server MCP Server for OpenFoodFacts using the Parquet product database 2 GitHub Copilot 1 435 tok
akhilthomas236/jenkins_mcp_server 2 GitHub Copilot 1 117 tok
HosakaKeigo/mcp-server-spreadsheet MCP server for Google Sheet (spreadsheet) with Application Default Credentials Auth. 2 GitHub Copilot 1 40 tok
sharpninja/McpServerManager sharpninja.github.io Avalonia desktop app for tracking and inspecting request/session logs with AI assistant 2 Codex, GitHub Copilot, OpenCode 2 1,350 tok
israel-salgado/dt-mcp-server 2 Claude Code, Codex, GitHub Copilot 19 7,851 tok
gabrielsribas/topdesk-mcp-server 2 GitHub Copilot 1 4,417 tok
chefallan/awesome-context-engine chefallan.github.io Portable repo memory for AI coding agents. Keeps context current across Copilot, Claude, C 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,001 tok
codebytes/agent-skills 2 Claude Code, GitHub Copilot 2 289 tok
felipeblassioli/agent-skills skills.sh My personal official collection of agent skills, react ones forked from vercel 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 11 4,277 tok
cboone/agent-harness-plugins Claude, Codex, + OpenCode commands, hooks, and skills 2 Claude Code, Codex, GitHub Copilot, OpenCode 5 8,344 tok
duongnguyen321/ag-skills duonguyen.site Agent Configuration Guide / Hướng Dẫn Cấu Hình Agent 2 Claude Code, Codex, GitHub Copilot, OpenCode 47 766 tok
WAJDA9/flutter-agent-skills A collection of highly optimized, context-efficient GitHub Copilot agent skills tailored f 2 GitHub Copilot 1 332 tok
green-code-initiative/ai-green-skills Green skills for driving IA agents 2 GitHub Copilot 1 3,713 tok
Lzy599775/agent-auto-sci-skills lzy599775.github.io Auto-sci-research: End-to-end research writing, literature reviews, bibliometrics, GIS exp 2 GitHub Copilot 1 671 tok
vaquarkhan/Fullstack-development-agent-skills Full stack development agent skills are portable packages of instructions, scripts, and re 2 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode 14 1,067 tok