How real projects configure their agents

45,012 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 agents8,549Claude Code6,896Git and workflow3,630Data and AI3,579Backend and APIs3,559Languages3,491Planning3,321Code review2,909Testing2,691DevOps and cloud2,492Writing and docs2,490Memory and context2,374Research2,321Frontend2,311Security2,183Project management1,977

All Claude Code32,540 Codex24,898 OpenCode23,819 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
nshield-security/uae-regulations-registry nshield.io UAE cybersecurity & data-protection regulations — mandates, deadlines, regulators, primary 7 Codex, OpenCode 1 835 tok
diffplug/dormouse dormouse.sh Multitasking Terminal for Mice and Thumbs 7 Claude Code, Codex, OpenCode 8 7,678 tok
hakula139/nixos-config My Nix environment, including the agent harness with autonomous agents. 7 Claude Code, Codex, OpenCode 6 827 tok
justinfiore/video-censor-personal A Python-based system for performing personal censoring of video files based on video cont 7 Claude Code, Codex, OpenCode 15 649 tok
coding-ax/docvideoer Document-to-video skills for converting document URLs, web articles, Markdown, or pasted t 7 Claude Code, Codex, OpenCode 3 2,826 tok
pluggyai/agent-skills 7 Claude Code, Codex, OpenCode 2 1,066 tok
Minijinai75/character-card-creator minijinai75.github.io Tavern character card workshop — a SillyTavern character card/world book creation tool (st 7 Codex, OpenCode 1 794 tok
almond-bot/harness-studio harness.almond.bot AI native wire harness designer 7 Codex, OpenCode 1 263 tok
duoi/enhanced-bedjet 7 Codex, OpenCode 1 3,071 tok
fazalur076/Cortex Fast, offline-first codebase knowledge graph and MCP context engine for AI coding tools. 7 Codex, OpenCode 1 172 tok
lnenad/grafly A diagramming tool that is made in my vision 7 Codex, OpenCode 1 4,453 tok
aayushmau5/eva eva.aayushsahu.com Agent harness in Elixir 7 Codex, OpenCode 1 463 tok
kiankyars/microddp kiankyars.github.io 7 Claude Code 1 611 tok
avifenesh/tools harness - Agent tools (read, write, grep, glob, bash, webfetch, lsp, skill) with Rust and 7 Codex, OpenCode 1 2,011 tok
1139030773-cmd/agent-workflow-system Bilingual AI workflow system — 7 collaborative skills covering the full lifecycle of guida 7 Claude Code 1 2,576 tok
gaozhi-ustc/paddleocr-dgx 7 Claude Code 1 22,987 tok
agentic-swe/agentic-swe agentic-swe.github.io Open-source governed pipeline for coding agents: state machine, human gates, and a reprodu 7 Claude Code, Codex, Gemini CLI, OpenCode 3 4,016 tok
djienne/DELTA_NEUTRAL_HYPERLIQUID_PERP_SPOT An automated Node.js trading bot that earns/farms funding rates payments on Hyperliquid by 7 Claude Code 1 3,417 tok
pdone/jset A collection of personal Tampermonkey scripts 7 Codex, OpenCode 1 1,912 tok
lihaimin0821/vibe-coding-prompt-template-cn Chinese-translated vibe-coding prompt templates. 7 Claude Code 6 —
obzenner/siffran 7 Claude Code, Codex 3 2,472 tok
johnhboyer-sys/plato-reader The Plato Reader — parallel Greek/English complete works of Plato with Stephanus citations 7 Claude Code 2 1,421 tok
Tech-Melon/XFaster 7 Claude Code 1 989 tok
recflare/patch discord.gg BepInEx plugin for Rec Room to use to a custom RecNet and photon server. Designed for RecF 7 Claude Code 1 5,583 tok
spectra-g/scratch-tabs 7 Claude Code, Codex, OpenCode 2 1,210 tok
panyam/mcpkit panyam.github.io Batteries-included Go SDK for the Model Context Protocol: server, client, OAuth, tasks, sk 7 Claude Code 4 9,219 tok
wislertt/bakefile bakefile.wisl.dev An OOP task runner. Write tasks once, reuse everywhere. Like a Makefile, but reusable and 7 Claude Code 13 —
wjgogogo/dive-react-19 wjgogogo.github.io dive into react 19 source code 7 Claude Code 3 1,043 tok
Gecko51/link-desk Application de contrôle à distance (Tauri + WebRTC + Node.js signaling). 7 Claude Code 1 1,748 tok
shashankswe2020-ux/backend-pro-max-skill backendpro.cc single repo for all backend distributed system engineering skills 7 Claude Code 2 1,506 tok
quaylabshq/browserops MCP server that drives your live Chrome with observation-verified actions and procedure me 7 Claude Code, Codex, OpenCode 2 4,730 tok
shamimfahad/adlc-toolkit A spec-driven pipeline that makes building with AI fast, accountable, and cumulative. 7 GitHub Copilot 1 821 tok
jain777/jobclaw-skills Open-source Claude Code skills that run your entire job hunt — search, fit scoring, tailor 7 Claude Code, Codex, OpenCode 2 1,899 tok
Milo0821/Zephyr_mcp_server Mcp for Zephyr, management test case, test run and test plan 7 Claude Code 1 1,899 tok
matomo-org/plugin-McpServer 7 Codex, OpenCode 1 2,885 tok
chayuto/ws-ESP32-S3-CAM Firmware + tooling workspace for the Waveshare ESP32-S3-CAM-GC2145 (ESP32-S3 + GC2145 came 7 Claude Code 10 3,790 tok
MarimerLLC/csla-mcp An extensible MCP server for CSLA .NET syntax. 7 GitHub Copilot 1 287 tok
fernforestgames/mcp-server-godot-editor MCP server to allow agents to control the Godot editor 7 Claude Code 1 930 tok
pinqponq/pinqdoq documents for agents 7 Claude Code 1 273 tok
lemaiwo/btp-mcp-server 7 Claude Code 1 —
teamniteo/hakuto hakuto.dev Hakuto is free and open source Astro site builder framework for Claude Code. 7 Codex, OpenCode 1 1,243 tok
visusnet/coinbase-mcp-server MCP server for Coinbase Advanced Trading API – enables AI assistants to trade crypto, chec 7 Claude Code 6 879 tok
commitshow/production-audit legit.show Claude Code skill that audits a shipped repo for the production-readiness gaps ~70% of AI- 7 Claude Code 1 —
Branding5/social-media-image-sizes Free AI agent skills from Branding5 — social media image sizes, check & resize 7 Codex, OpenCode 1 4,369 tok
coderzzy/agent-fund-analysis-skill Agent Skill for fund analysis. 7 Codex, OpenCode 1 87 tok
kasperjunge/skills My agent skill library 7 Claude Code, Codex, OpenCode 2 3 tok
Action-Co/skills Agent skills that give AI coding agents the domain expertise to explore, query, and intera 7 Codex, OpenCode 1 416 tok
adaptyteam/adapty-skills Agent skills 7 Claude Code 1 5,858 tok
UrbanDiver/local-deepwiki-mcp Local, privacy-focused MCP server that generates DeepWiki-style documentation for private 7 Claude Code 1 374 tok
TridentCore/Trident.Net Declarative Minecraft instance and modpack toolchain (.NET core libraries + CLI + MCP Serv 7 Codex, OpenCode 1 801 tok