How real projects configure their agents

23,702 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
j5ik2o/okite-ai 80 Claude Code, Codex, Gemini CLI, OpenCode 39 5,523 tok
cartridge-gg/controller x.cartridge.gg A self custodial embedded account to seamlessly play onchain games 80 Claude Code, Codex, OpenCode 20 2,222 tok
TulipaEnergy/TulipaEnergyModel.jl An energy system optimization model that is flexible, computationally efficient, and acade 80 Codex, OpenCode 1 4,050 tok
nakafaai/nakafa.com nakafa.com AI Native Free High-Quality Learning Platform (K-12 to University) 80 Codex, OpenCode 1 6,250 tok
Prohao42/aimy-skill aimy-skill is a lightweight, embeddable penetration testing assistant skill for AI Agents, 79 Claude Code, Codex, OpenCode 2 2,504 tok
InsiderX-Pro/LogicCut 79 Codex, OpenCode 1 986 tok
ooocooc/open-skill-sunset npmjs.com Local, read-only audit for stale AGENTS.md, CLAUDE.md, and generic SKILL.md instructions. 79 Codex, OpenCode 1 143 tok
idoforgod/AgenticWorkflow 79 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 23 24,184 tok
marimo-team/codemirror-mcp marimo-team.github.io CodeMirror extension to hook up a Model Context Provider (MCP) 79 Claude Code, Codex, OpenCode 2 218 tok
ParthKapoor-dev/devex devx.parthkapoor.me ⚡️ Devex — A Fast, Secure, and Scalable Repl-as-a-Service Platform built for Developers 🚀 79 Codex, OpenCode 1 2,001 tok
strands-rl/strands-sglang SGLang model provider for Strands Agents. 79 Claude Code, Codex, OpenCode 7 3,637 tok
apvlv/davinci-resolve-mcp A Model Context Protocol (MCP) server for interacting with DaVinci Resolve and Fusion 79 Codex, OpenCode 1 823 tok
lfglabs-dev/awesome-amp-code An unofficial curated list of resources for Amp, an AI coding agent. 79 Codex, OpenCode 1 385 tok
codenamev/ai-software-architect AI-powered architecture documentation framework with ADRs, reviews, and pragmatic mode. No 79 Claude Code, Codex, OpenCode 3 4,689 tok
Second-Inc/second docs.second.so The factory for custom internal software, purpose-built for human2agent work. 79 Claude Code, Codex, OpenCode 2 2,623 tok
fengzhizi715/OpenVitamin OpenVitamin is a local-first AI execution platform that unifies Agents, Workflows, and mul 79 Codex, OpenCode 1 1,520 tok
layr-hq/layr A modular UX, design, and product optimisation system for turning AI-built interfaces into 79 Claude Code, Codex, OpenCode 2 351 tok
Lombiq/Tailwind-Agent-Skills Agent-optimized Tailwind CSS v4 documentation skill with local snapshots and indexing. 79 Codex, OpenCode 1 468 tok
dream-num/skills univer.ai Univer Skill enables AI tools to work directly with spreadsheets, Excel workbooks, and CSV 79 Codex, OpenCode 1 171 tok
7xuanlu/wenlan wenlan.app A living personal wiki. Wenlan turns your documents, notes, and AI chats into pages with l 79 Claude Code, Codex, OpenCode 5 1,448 tok
Neeeophytee/agent-stylebooks 11 installable editorial systems for AI agents, based on leading public style guides. 79 Claude Code, Codex, OpenCode 2 162 tok
kuitos/opencode-claude-memory npmjs.com OpenCode plugin for Claude Code memory: persistent local Markdown memory shared with Claud 79 Codex, OpenCode 1 5,519 tok
prisma/skills 79 Claude Code, Codex, OpenCode 2 1,416 tok
maximem-ai/maximem_synap_sdk maximem.ai The memory and context-management layer for production AI agents. 95.6% on LongMemEval, 93 79 Codex, OpenCode 1 337 tok
discourse/discourse-mcp MCP client for Discourse sites 79 Codex, OpenCode 1 1,809 tok
kesha-antonov/react-native-chat kesha-antonov.github.io The most complete chat UI for React Native & Web - streaming AI messages, emoji reactions, 79 Codex, GitHub Copilot, OpenCode 2 7,273 tok
jgouviergmail/LIA-Assistant lia.jeyswork.com Smart multi-agent conversational assistant with LangGraph orchestration, Human-in-the-Loop 79 Claude Code, Codex, OpenCode 2 62,176 tok
0xDarkMatter/claude-mods Expert skills, agents, commands, rules, hooks & output styles for Claude Code — session co 79 Codex, OpenCode 1 3,950 tok
CCDawn/Vibelution Local multi-Agent platform: build AI teams that communicate, collaborate, and evolve for a 79 Codex, Cursor, OpenCode 2 3,726 tok
sdeonvacation/opencode-x Open-source Claude Code alternative. Provider-agnostic, MIT licensed. Native Claude Code h 78 Claude Code, Codex, OpenCode 12 1,522 tok
wham/github-brain An experimental GitHub MCP server with local database. 78 Claude Code, Codex, OpenCode 2 103 tok
moru-ai/moru moru.io Run AI Agents in the cloud 78 Claude Code, Codex, OpenCode 2 4,294 tok
whiteboardmonk/agcluster-container agcluster.dev Self-hosted platform for Claude Agent SDK agents. Container isolation, real-time execution 78 Claude Code, Codex, OpenCode 2 5,418 tok
Reim-developer/Sephera sephera.vercel.app Answer "what breaks if I change this?" Reverse dependency analysis, cycle detection, and t 78 Codex, OpenCode 1 1,736 tok
baldaworks/callee Markdown-defined provider-backed agents and deterministic workflows for ACP runtimes. 78 Claude Code, Codex, OpenCode 3 355 tok
doodledood/manifest-dev doodledood.github.io Skills for agentic coding CLIs: output you can ship with minimal review, on work you can t 78 Claude Code, Codex, OpenCode 3 9,696 tok
xorrkaz/cml-mcp A Model Context Protocol (MCP) Server for Cisco Modeling Labs (CML) 78 Codex, OpenCode 1 5,651 tok
SerendipityOneInc/ZooData-Skills zoodata.ai ZooData Skills - AI Agent skills for e-commerce data intelligence across Amazon, TikTok & 78 Claude Code, Codex, OpenCode 2 441 tok
pulumi/agent-skills Official Pulumi Agent Skills for writing, migrating, and operating infrastructure with AI 78 Claude Code, Codex, OpenCode 2 3,082 tok
levi-qiao/longgraph-skill Long-horizon agent skill for Claude Code / Cursor / Codex / Grok Build — multi-task ledger 78 Claude Code, Codex, OpenCode 2 1,614 tok
crystian/skill-map skill-map.ai Map, inspect, and audit AI-agent markdown ecosystems (skills, agents, commands, hooks) as 78 Claude Code, Codex, OpenCode 17 10,079 tok
nagi-studio/nagi-bench bench.nagi.fun One-shot LLM eval cases by NAGI STUDIO - same prompt, different agents (model + harness), 78 Codex, OpenCode 1 2,421 tok
lsszz2100/VibeHacking A Collection of Repositories, Videos, Books, and Lecture Materials to Learn Security & Hac 78 Codex, OpenCode 1 28,786 tok
sands-lab/nika sands-lab.github.io A Network Arena for Benchmarking AI Agents on Network Troubleshooting 78 Claude Code, Codex, OpenCode 3 1,652 tok
SteadfastAsArt/geoscience-skills 🌍 30 AI-powered geoscience skills for Claude Code, Cursor & GitHub Copilot. Seismic, well 78 Claude Code, Codex, OpenCode 4 723 tok
taylormadearmy/u1-slicer-for-android 78 Claude Code, Codex, Gemini CLI, OpenCode 4 18,057 tok
AvdLee/Xcode-Disk-Cleanup-Agent-Skill Audit Xcode developer storage, report recoverable GiB, and clean only explicitly approved 78 Codex, OpenCode 1 123 tok
agjs/gb10-clock-cap Capping GPU clocks on NVIDIA GB10: -12C peak temp, -36% GPU power, ~1.6% throughput cost. 78 Codex, OpenCode 1 1,319 tok
AMD-AGI/Apex Agents, and RL environment, for optimizing GPU kernels on AMD ROCm using LLM agents. Bench 78 Claude Code, Codex, OpenCode 2 19,966 tok
rcastley/splunk-custom-visualizations 78 Claude Code, Codex, OpenCode 4 793 tok