How real projects configure their agents

31,977 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
OasAIStudio/open-agent-sdk openagentsdk.dev Lightweight, general-purpose TypeScript agent runtime. Open-source alternative to Claude A 46 Claude Code, Codex, OpenCode 2 1,372 tok
bug-ops/mcp-execution 🚀 Generate executable TypeScript tools from MCP servers with 98% token savings. Progressi 46 Claude Code, GitHub Copilot 14 19,355 tok
ralforion/orionbelt-analytics ralforion.com Ontology-based MCP server that analyzes database schemas (PostgreSQL, Snowflake, ClickHous 46 Claude Code, Codex, OpenCode 2 1,606 tok
bitovi/convey bitovi.github.io Point-n-click vibe coding in your browser! Draw features, improve designs, report bugs. 46 Claude Code, Codex, GitHub Copilot 21 2,187 tok
Agent-Hellboy/mcp-server-fuzzer A generic mcp server fuzzer 46 Claude Code, Codex, OpenCode 2 1,406 tok
aaronjmars/tweazy tweazy.wtf The best way to monetize AI applications & MCP, using x402, CDP Smart Wallets & Paymaster 46 Claude Code 1 813 tok
madsnorgaard/drupal-agent-resources Reusable Claude Code resources for Drupal development - skills, agents, and commands 46 Claude Code 13 556 tok
konamgil/mandu An open-source framework that prevents AI agents from breaking your codebase. 46 Claude Code, Codex, OpenCode 3 1,442 tok
hex0xdeadbeef/claude-kit 46 Claude Code 38 6,576 tok
LingyiChen-AI/OmniKube Multi-cluster Kubernetes management platform supporting RBAC access control, resource mana 46 Claude Code 1 734 tok
lowtidebuild/public-equity-research Institutional-grade stock research for US and Korean equities — delivered in minutes. 46 Claude Code, Codex, OpenCode 14 11,721 tok
Anantys-oss/koan koan.anantys.com Autonomous background agent that consumes unused Claude Max quota to explore, audit, and i 46 Claude Code, Codex, GitHub Copilot, OpenCode 18 7,998 tok
goldbergyoni/golden-testing-rules-for-ai Instructions for LLMs on how to produce great tests with best practices inside 46 Claude Code 1 561 tok
thebnbrkr/agora-code Persistent memory and codebase intelligence for AI coding agents, indexes symbols, tracks 46 Claude Code 12 743 tok
zauberzeug/odrive-gui GUI to configure the ODrive Motor Controller 46 Claude Code, Codex, OpenCode 2 778 tok
DelineaXPM/delinea-mcp MCP server for the Delinea Secret Server and Platform APIs 46 Claude Code, Codex, OpenCode 2 2,032 tok
HazAT/pi-solo Pi extension for Solo (soloterm.com) — registers every Solo MCP tool as a first-class Pi t 46 Claude Code, Codex 1
timothywarner/copilot-dev techtrainertim.com GitHub Copilot for Developers (Live Training Course) 46 Claude Code, Codex, GitHub Copilot, OpenCode 16 8,592 tok
topheman/effect-viz effect-viz.vercel.app Effect runtime visualizer 🌀 46 Claude Code, Codex, OpenCode 2 1,006 tok
hachej/boring-ui Build agent-powered apps without reinventing the shell. 46 Claude Code, Codex, OpenCode 77 1,322 tok
seamus-brady/springdrift springdrift.ai A persistent runtime for long-lived LLM agents 46 Claude Code 1 25,304 tok
sorafujitani/ccsession pick any past Claude Code session via fzf, then resume it from the right cwd 46 Claude Code, Codex 2
gl0bal01/malware-analysis-claude-skills gl0bal01.com Complete Claude skills toolkit for professional malware analysis. 5 specialized skills cov 46 Claude Code 1 1,697 tok
grandcamel/JIRA-Assistant-Skills Claude Code Skills for JIRA automation - modular skills for issue management, workflows, s 46 Claude Code 1 5,871 tok
duceum/appstore-ppp-pricing-agent-skill pypi.org PPP pricing for App Store apps — bulk-update IAP & subscription prices in 175+ countries b 46 Claude Code 1 1,751 tok
haabe/mycelium AI made building cheap. It didn't make deciding cheap. Mycelium is a Claude Code harness t 46 Claude Code, Codex, OpenCode 3 5,773 tok
hamr0/barebrowse Gives agents a real browser. URL in, pruned snapshot out. Replaces Playwright, Selenium, P 46 Claude Code 1 534 tok
NERVsystems/llm9p LLM exposed as a 9P filesystem 46 Claude Code 1 2,810 tok
bardiakhosravi/tenets npmjs.com Architecture guardrails for AI coding agents building backend services with DDD and Hexago 46 Claude Code 1 48 tok
CarlosVallejoRuiz/slurp Token-budget-aware graph navigation for AI coding agents. Serve exactly the noodles your L 46 Claude Code, Codex 3 12,466 tok
ed-donner/personal-space 46 Claude Code, Codex, OpenCode 6 845 tok
shelby/shelby-skills shelby.xyz Agent skills for building on Shelby 46 Claude Code, Codex, OpenCode 2 404 tok
andrzejchm/fdb Flutter Debug Bridge - CLI for AI agents to interact with running Flutter apps on device 46 Claude Code, Codex, OpenCode 8 1,534 tok
Naridon-Inc/aura auravcs.com An audit trail for what AI agents changed in your codebase, and why — signed, per commit, 46 Claude Code, GitHub Copilot, Cursor, Gemini CLI, Windsurf 5 4,687 tok
martinkup/symfony-profiler-optimization-advisor-bundle Symfony Profiler meta data collector — reads from Doctrine, Cache, Twig, Events, HTTP Clie 46 Claude Code 5 1,441 tok
crystal-autobot/autobot crystal-autobot.github.io Ultra-efficient personal AI assistant powered by Crystal 46 Claude Code 5 286 tok
iSerter/laravel-claude-agents Awesome Claude Code Subagents and Skills for Laravel. 46 Claude Code 1 174 tok
Randroids-Dojo/skills A collection of Claude Code skills by Randroids Dojo 46 Claude Code, Codex, OpenCode 2 917 tok
vercel/microfrontends vercel.com Build microfrontends on Vercel 46 Claude Code, Codex, OpenCode 2 2,188 tok
TheAstrelo/Claude-Pipeline Tool-agnostic 13-phase AI development pipeline — turns a task description into reviewed, c 46 Claude Code, Codex, OpenCode 40 7,476 tok
joosure/Maestro A platform evolution of OpenAI Symphony (openai/symphony) for running Codex, Claude Code, 46 Claude Code, Codex 6
asdhabdua/bilibili-video-notes-skill Bilibili Video Notes is a tool that automatically generates DOCX study notes with screensh 46 Claude Code, Codex, OpenCode 2 1,817 tok
more-io/claude-apple-bridges Swift CLI bridges giving Claude Code native access to Apple Reminders, Calendar, Contacts, 46 Claude Code 1 2,005 tok
tothalex/drift tothalex.github.io Review your working changes like a pull request — in the terminal. Block-scoped live diffs 46 Claude Code, Codex, OpenCode 2 1,340 tok
JubaKitiashvili/everything-react-native-expo erne.dev Complete AI coding agent harness for React Native and Expo development 46 Claude Code 58
rusch95/asahi_neo Asahi Linx on a Macbook Neo Experimental 46 Claude Code 1 613 tok
eai-org/agent-toolkit eai-org.github.io Minimalistic, project-agnostic skills and rules for AI coding agents 46 Claude Code, Codex, OpenCode 2 253 tok
shuymn/gh-mcp A GitHub CLI extension that seamlessly runs the github-mcp-server using your existing gh a 46 Claude Code 1 925 tok
neuromechanist/research-skills neuromechanist.github.io A skill marketplace for academic research: from project management to literature review, m 46 Claude Code, Codex, OpenCode 2 3,332 tok
benchjack/benchjack AI agent benchmark hackability scanner — find evaluation vulnerabilities before they under 46 Claude Code 2 614 tok