How real projects configure their agents

32,517 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
BetterThanTomorrow/calva-backseat-driver marketplace.visualstudio.com VS Code AI Agent Interactive Programming. Tools for CoPIlot and other assistants. Can also 65 Claude Code, Codex, GitHub Copilot, OpenCode 7 5,723 tok
joelhooks/joelclaw joelclaw.com Personal AI operating system — blog, architecture decisions, and the journey from zero to 65 Claude Code, Codex, OpenCode 3 1,051 tok
OverseedAI/viwo git worktree + containerization + agent harness 65 Claude Code 2 6,576 tok
gmr/claude-status macOS Menu Bar + Desktop Widget for Claude Code Session Monitoring 65 Claude Code 1 2,613 tok
ai-swiss/base a-i.swiss BASE is an open framework and proposed standard for shaping AI through conversation—turnin 65 Claude Code, Codex, OpenCode 38 3,449 tok
myrialabs/clopen clopen.myrialabs.dev All-in-one workspace for AI coding agents 65 Claude Code, Codex, OpenCode 2 1,469 tok
sandraschi/blender-mcp Headless Blender automation via FastMCP — 41 portmanteau tools (150+ ops). Batch mesh/VSE/ 65 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 8 971 tok
borq168/radar-forge borq168.github.io 65 Claude Code, Codex, OpenCode 2 3,421 tok
RedberryProducts/synapse redberry.international Synapse for Laravel is a development dashboard that lets you chat with, test, and debug La 65 Claude Code, Codex, OpenCode 3 5,309 tok
apache/struts-site Mirror of Apache Struts site 65 Claude Code, Gemini CLI 5 1,525 tok
jetyu/Snaptium snaptium.com A modern markdown AI note-taking application 64 Claude Code, Codex, Gemini CLI, OpenCode 3 1,567 tok
crisandrews/ClawCode Persistent agents for Claude Code as a plugin, not a harness. Memory, personality, messagi 64 Claude Code, Codex, OpenCode 1 2,234 tok
tomascortereal/claude-code-setup My full Claude Code configuration — agents, skills, hooks, plugins, and global instruction 64 Claude Code 1 4,156 tok
jshmllr/tokyn tokyn.design Opinionated UI design for AI and implementation playbook focused on interaction finesse, t 64 Claude Code 23 —
danmartuszewski/hop Fast, elegant SSH connection manager with a TUI dashboard and MCP server 64 Claude Code 2 101 tok
ryanthedev/oberskills Discipline plugins for Claude Code — prompt engineering, agent dispatch, writing, and sear 64 Claude Code 1 1,670 tok
KiryuuLight/zellij-attention Zellij plugin that adds notification icons to tab names when panes need attention. Designe 64 Claude Code, Codex, OpenCode 2 615 tok
lanegrid/agtrace See What Your AI Agent Is Actually Doing 64 Claude Code, Codex, OpenCode 6 1,348 tok
m13v/s4l s4l.ai Automated social posting pipeline for Reddit, X/Twitter, and other 64 Claude Code 4 8,369 tok
koriym/xdebug-mcp packagist.org Enable AI to debug PHP with Xdebug 64 Claude Code, Codex, OpenCode 2 9,733 tok
hakilee/oh-my-free-models Route your coding agent to the fastest free LLM in real time. 64 Claude Code, Codex, OpenCode 2 1,348 tok
OpenUploading/CogniFold arxiv.org An exploration to always on proactive memory. Design Philosophy — "imperfection by design" 64 Claude Code 2 —
pensar-x/argus-validation-benchmarks Self-contained, Dockerized offensive security challenges for evaluating AI-powered penetra 64 Claude Code 1 8,584 tok
tdimino/bg3se-macos A replication of the Baldur's Gate 3 Script Extender for MacOS 64 Claude Code 2 5,435 tok
RavenResonance/raven-framework raven.computer Framework for building apps on Raven Prism. 64 Claude Code, Codex, OpenCode 2 13,622 tok
starling-browser/starling starlingbrowser.com Managed-first .NET web browser engine, built from primitives 64 Claude Code, Codex, OpenCode 4 6,125 tok
nico2sh/kimun nico2sh.github.io Simple note taking, powerful search, AI ready 64 Claude Code 1 598 tok
hermes-labs-ai/zer0dex hermes-labs.ai A local dual-layer memory pattern for AI agents: a compact, human-readable markdown index 64 Claude Code, Codex, OpenCode 2 308 tok
letmeow/spark-arc-studio An autonomous multi-agent IDE for screenplays🎮 & novels📖. One-click to share web perform 64 Claude Code, Codex, OpenCode 2 13,978 tok
LinkedInLearning/mastering-ai-assisted-development-10666010 This is a repo for the LinkedIn Learning course: Mastering AI-Assisted Development 64 Claude Code 1 —
hssqz/plate-rotation-skill A-share sector rotation & strong-sector identification Claude Code Skill — dual-source com 64 Claude Code 1 3,390 tok
jsoncut/jsoncut-skill AI agent skill for seamless integration with JsonCut, enabling automated creation and edit 64 Claude Code, Codex, OpenCode 2 664 tok
qingzhoupro/afsim-skill AFSIM-SKILL is an AI coding assistant designed for the AFSIM (Advanced Framework for Model 64 Claude Code, Cursor 4 —
dearlordylord/huly-mcp huly-mcp.dearlordylord.com Huly MCP and CLI: Feature-complete MCP server and CLI for Huly platform. Intabia partially 64 Claude Code, Codex, OpenCode 4 4,076 tok
TopiCsarno/yapcap Native COSMIC panel applet showing local usage limits for Codex, Claude Code, and Cursor. 64 Claude Code, Codex, OpenCode 2 442 tok
trailofbits/agentcov gcov for what lines of code agents read 64 Claude Code, Codex, OpenCode 2 2,200 tok
antiwork/gumroad-cli CLI for the Gumroad API 64 Claude Code, Codex, OpenCode 2 196 tok
nmrtn/nanopm Autonomous product management. Always-on, adversarial, doesn't sugarcoat. 64 Claude Code 1 1,575 tok
tomohiro-owada/devrag Markdown vector search MCP server for Claude Code. Natural language search for markdown fi 64 Claude Code 1 2,024 tok
confluentinc/agent-skills AI agent skills for stream processing and event streaming 64 Claude Code 1 1,219 tok
sdimitrov/mcp-memory MCP Memory Server with PostgreSQL and pgvector for long-term memory capabilities 64 Claude Code 1 225 tok
Superfleys/agent-spec A reusable JSON template that governs how AI coding agents build your software. Defines ag 64 Claude Code 1 —
heltonteixeira/openrouterai MCP server for OpenRouter.ai integration 64 Claude Code 1 955 tok
hmake98/nestjs-starter Production-ready NestJS boilerplate — JWT auth, Prisma, Redis, BullMQ, Swagger, i18n, and 64 Claude Code, GitHub Copilot 13 12,708 tok
logly/mureo mureo.io Your local-first AI ad ops crew. Works with Claude Code, Cursor, Codex & Gemini. 64 Claude Code, Codex, OpenCode 3 15,038 tok
dubbl-org/dubbl dubbl.dev A full-featured, open-source alternative to Xero and QuickBooks. It is API-first, develope 64 Claude Code, Codex, OpenCode 2 352 tok
RohanMuppa/brightspace-mcp-server npmjs.com MCP server for Brightspace (D2L). Works with any school. 64 Claude Code 1 —
ohad6k/VibeRaven viberaven.dev Supabase RLS checker and security scanner for Vercel + Supabase apps (CLI + MCP server): t 64 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 6,670 tok
IntelligentElectron/universal-netlist Give AI agents the power to read Cadence, Altium, and KiCad designs 64 Claude Code, Codex, OpenCode 5 3,032 tok
mart337i/odoo-skills Agent skills for Odoo addon development and OCA module migration 64 Claude Code, Codex, OpenCode 2 1,273 tok