How real projects configure their agents

44,969 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
andrelandgraf/fullstackrecipes fullstackrecipes.com A Shadcn registry and collection of production-ready patterns and step-by-step guides (rec 23 Claude Code, Codex, OpenCode 2 1,126 tok
DailybotHQ/deepworkplan-skill deepworkplan.com Turn any repository AI-first and run resumable, long-horizon Deep Work Plans with any codi 23 Claude Code, Codex, OpenCode 2 7,439 tok
yideng966/LightAgent 23 Codex, OpenCode 1 19,455 tok
Consiliency/pmcp MCP Gateway - A meta-server for minimal Claude Code tool bloat with progressive disclosure 23 Claude Code, Codex, OpenCode 7 1,258 tok
dvoraknc/heatherbot Fully local, persona-driven AI companion bot for Telegram (Telethon) with optional Discord 23 Codex, OpenCode 1 4,021 tok
psyb0t/docker-claudebox ciprian.51k.eu Claude Code in a Docker image built on aicodebox, with an HTTP API, an OpenAI-compatible e 23 Claude Code 1 —
hoophq/fence hoop.dev Guardrails for AI coding agents — block catastrophic tool calls before they run. Semantic, 23 Claude Code 1 1,815 tok
docxology/template doi.org Reproducible research publishing template for Python research projects: a declared pipelin 23 Claude Code, Codex, OpenCode 2 27,378 tok
petrludwig-collab/Agent2Telegram Connect a coding agent (Claude Code, Codex, Antigravity) to Telegram. Dependency-free, rob 23 Codex, OpenCode 1 1,286 tok
2dubu/liquid-glass Skill for iOS Liquid Glass - API references, code generation, migration guides, and troubl 23 Codex, OpenCode 1 850 tok
Hainrixz/claude-db tododeia.com The multi-paradigm database expert for Claude Code — design a schema, audit it on two neve 23 Claude Code 1 1,319 tok
a-church-ai/church achurch.ai A digital sanctuary for human-AI fellowship. Prayers, practices, rituals, hymns, and philo 23 Claude Code, Codex, OpenCode 2 7,704 tok
Brain2k-0005/Lumeo lumeo.nativ.sh Modern, accessible Blazor UI the shadcn way: use it from NuGet or own the source via CLI + 23 Claude Code 3 1,159 tok
RobithYusuf/mcp-camoufox MCP server for stealth browser automation via Camoufox — 100+ tools, npx install, anti-bot 23 Claude Code, Codex, OpenCode 2 5,849 tok
badchars/cloud-audit-mcp Cloud security audit tools for AI agents — AWS, Azure, GCP misconfiguration detection via 23 Claude Code 1 757 tok
arthurgailes/r-package-skills Agentic AI for R 23 Claude Code 1 1,218 tok
yeasy/AgentGo One step to enable best-practices for AI agents — drop into any project and enjoy the magi 23 Codex, OpenCode 1 5,798 tok
xobotyi/cc-foundry Claude Code plugins its author uses every day: coding, commit, planning, and writing disci 23 Claude Code 2 2,154 tok
numikel/law-scrapper-mcp A comprehensive Model Context Protocol (MCP) server for accessing and analyzing Polish leg 23 Claude Code 4 2,159 tok
stone-yu/ai-draw-skill AI image-generation Skill: without extra prompts, describe text, full articles, URLs, imag 23 Gemini CLI 1 1,001 tok
Intense-Visions/harness-engineering Mechanical constraints for AI agents. Ship faster without the chaos. 23 Claude Code, Codex, OpenCode 6 25,428 tok
smekai/taskplanner 23 Claude Code, Codex, Cursor, OpenCode 4 4,696 tok
Delphine-L/claude_global Global skills and commands for Claude, focus on Galaxy and bioinformatics 23 Claude Code 1 374 tok
ojanlubis/pdflokal pdflokal.id Edit PDF Gratis. LOKAL!!! 23 Claude Code 1 3,846 tok
netresearch/skill-repo-skill netresearch.github.io Agent Skill guide for structuring skill repositories - multi-channel distribution | Claude 23 Codex, OpenCode 1 1,911 tok
yanchuk/claude-plugin-codex Codex plugin that lets Codex consult local Claude Code for advice, reviews, adversarial ch 23 Claude Code, Codex, OpenCode 2 540 tok
Hereon-InstituteMS/OASiS OASiS — an open-source agentic framework for verified multi-physics, multi-code simulation 23 GitHub Copilot, Cursor 2 1,572 tok
m4yk3ldev/notebooklm-mcp MCP server for Google NotebookLM — 27 tools for notebooks, sources, research, and studio c 23 Claude Code, Gemini CLI 2 4,401 tok
kchyhj/sociology-wiki-template Accuracy-first research wiki template for sociologists using Claude Code 23 Claude Code 1 3,531 tok
HexamindOrganisation/hexgate hexgate.ai Authorization infrastructure for AI agents - policy enforcement, signed WASM bundles, per- 23 Claude Code, Codex, OpenCode 9 625 tok
Komeiji-Shiki/Gray-Code VS Code AI coding assistant 23 Codex, OpenCode 1 4,002 tok
SkyShannonProver/shannon-prover skyshannonprover.github.io LLM agents that write machine-checked cryptographic proofs in EasyCrypt (arXiv:2607.02847) 23 Claude Code, Codex, OpenCode 4 2,814 tok
zapier/agent-skills skills.sh Agent skills for working with Zapier, maintained by Zapier teams. Indexed by skills.sh. 23 Claude Code, Codex, OpenCode 2 960 tok
sophymarine/openregistry openregistry.sophymarine.com Real-time, direct-from-official-registry company data via MCP. 80+ national registries; un 23 Gemini CLI 1 413 tok
arthjean/rust-doctor Your agent writes bad Rust. This catches it. 23 Claude Code, Codex, OpenCode 5 2,483 tok
PrithviSeran/hunch-mcp tryhunch.ca Drive your Mac focus-free over MCP: OS APIs, AppleScript, CDP, and Accessibility 23 Claude Code, Codex, OpenCode 2 5,325 tok
damionrashford/media-os damionrashford.github.io Routed Media OS for Claude Code — 96 skills + 13 modes + 7 specialist agents covering FFmp 23 Claude Code 2 3,222 tok
jrenaldi79/sidecar claudesidecar.ai A parallel AI window for Claude Code. Fork conversations to Gemini, GPT, DeepSeek, or any 23 Claude Code 1 5,773 tok
AlessandroCaforio/Academic-Writing Multi-agent Claude Code workflow for writing an empirical economics Master thesis — 17 age 23 Claude Code 12 5,883 tok
synthesisengineering/synthesis-skills Synthesis Skills — reusable AI agent skills built on the Agent Skills open standard. Insta 23 Claude Code, Codex, OpenCode 2 1,373 tok
enkhbold470/bci-mcp enkhbold470.github.io Stream live EEG brain state (focus, calm, attention) from any EEG device into Claude and a 23 Claude Code 1 46 tok
jmix-framework/jmix-agent-toolkit jmix.io A collection of skills, guidelines and tools designed to help AI coding agents develop app 23 Claude Code, Codex, OpenCode 2 825 tok
siberiacancode/agent-skills skills.sh 🤖 ai skills 23 Claude Code, Codex, OpenCode 2 771 tok
howells/fiction Claude Code plugin for writing fiction — chapters, characters, outlines, critique, and edi 23 Codex, OpenCode 1 81 tok
danieleteti/delphi-ai-skills SKILLS about Delphi, Code-Smell, DMVCFramework, WebAPI and JSON-RPC for Claude, Gemini, Cu 23 Claude Code 1 3,163 tok
adaptico/adaptico-os The go-to-market operating system for early-stage software products. AI marketing skills f 23 Claude Code, Codex, OpenCode 2 2,068 tok
wjxcom/wjx-ai-kit npmjs.com Wenjuanxing OpenAPI full-stack toolkit: TypeScript SDK + MCP Server + CLI 23 Claude Code 6 1,945 tok
ksterx/srunx ksterx.github.io A modern Python library for SLURM workload manager integration with workflow orchestration 23 Claude Code 1 11,299 tok
rlrghb/olkcli Outlook in your terminal 23 Claude Code, Codex, OpenCode 2 6,473 tok
keshrath/agent-tasks npmjs.com Pipeline-driven task management for AI coding agents — stages, dependencies, artifacts, an 23 Claude Code 1 2,695 tok