How real projects configure their agents

44,996 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
johnakande/AI-Humanizer-Skill Humanize AI text. Bypass detection. Get natural, human-sounding content instantly. 13 Claude Code, Codex, OpenCode 1 1,090 tok
linhnguyen-gt/Routiform npmjs.com 13 Codex, OpenCode 1 2,858 tok
altic-dev/envault Let agents safely manage env variables 13 Claude Code 1 747 tok
llnl/Skywing A platform for building collaborative autonomy-focused applications. 13 Claude Code 1 1,060 tok
truth0530/mcp-server-ios-shortcuts 13 Codex, OpenCode 1 1,395 tok
janmohammadi/adr-explorer Visualize Architecture Decision Records with timeline + graph views. VS Code extension or 13 Claude Code, Codex 1 —
VesselSense/signalk-mcp-server Signalk MCP Server 13 Claude Code 1 2,555 tok
PADAS/er-server OpenSource ER Server aka DAS 13 Codex, OpenCode 1 992 tok
ss44/sathi.ai An AI plugin for Dank Material Shell 13 Codex, OpenCode 1 132 tok
styrene-lab/lipstyk Anti-AI-slop code analysis — detects machine-generated code patterns across Rust, TS/JS, P 13 Codex, OpenCode 1 1,432 tok
zachgoldfine44/mechinterp-replication 13 Claude Code 1 9,216 tok
abuiles/agents-kanban AgentsKanban is a Cloudflare Workers application for multi-repo task orchestration with a 13 Claude Code, Codex, OpenCode 2 427 tok
MDMAtk/TormentNexus At long last 13 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 2,603 tok
mathruffian-dot/padlet-mcp An MCP Server that lets AI Agents operate Padlet directly 13 Claude Code 1 1,452 tok
akirk/ai-assistant wpapps.kirk.at An AI-powered chat interface for WordPress Playground. Bring your own API key or connect t 13 Codex, OpenCode 1 2,298 tok
djangonavarro220/agentic-life-os Portable personal advisor OS built from Agent Skills 13 Codex, OpenCode 1 2,067 tok
AVANT-ICONIC/Talox Stateful browser runtime for AI agents built on Playwright, with stealth interaction, stru 13 Codex, OpenCode 1 3,913 tok
maris205/open-rosalind openrosalind.bio open-rosalind: open source version of gpt rosalind 13 Codex, OpenCode 1 253 tok
tangyihang-jiayou/QQ_agentshow QQ2007-style Codex Agent workspace: real tasks in the right panel, a penguin pet, QQ Show, 13 Codex, OpenCode 1 220 tok
djsmithdev/combatmode 13 Claude Code 11 1,096 tok
input-output-hk/cardano-init input-output-hk.github.io Go from zero to a running Cardano protocol in one command 13 Claude Code 1 1,323 tok
guyumengyue/zotero-obsidian-codex-workflow Windows-first Zotero Obsidian Codex literature workflow with one-step bootstrap skill 13 Claude Code, Codex, OpenCode 3 484 tok
tryingET/pi-server Session multiplexer for pi-coding-agent — WebSocket + stdio, the protocol IS the architect 13 Codex, OpenCode 1 11,952 tok
byronjohnson/litelight litelightbox.com A lightweight JavaScript lightbox 13 Codex, OpenCode 1 1,188 tok
Accagain2014/LLM4Rec_wiki Automated LLM4Rec Wiki Project Driven by Large Language Models. An LLM-driven LLM4Rec know 13 Codex, OpenCode 1 1,506 tok
duongtruongdp/ND-ImgConverter duongtruongdp.net A fast, native media conversion toolkit for photographers, filmmakers and creators. 13 Codex, OpenCode 1 633 tok
pouriya/espai Any agent that can run curl gets a real browser. Snapshot a page as refs, click one, read 13 Codex, OpenCode 1 4,559 tok
danielwpz/lark-a2ui-renderer A2UI renderer for Feishu/Lark 13 Codex, OpenCode 1 2,120 tok
grapeot/health-quantification AI-first personal health quantification: Apple Health → SQLite → CLI → AI analysis 13 Codex, OpenCode 1 2,054 tok
ericediger/SECOND-BRAIN My implementation of the Second Brain concept inspired by Nate B. Jones and Tiago Forte's 13 Claude Code 1 1,427 tok
riffcc/flagship dev.riff.cc A decently decentralised streaming platform, powered by Citadel and Archivist 13 Claude Code, Codex, OpenCode 2 3,579 tok
mmarca-tech/OpenVitals codeberg.org THIS IS JUST A MIRROR FROM https://codeberg.org/mmarca-tech/OpenVitals Privacy-f 13 Claude Code, Codex, OpenCode 3 1,995 tok
sociotechnica-org/symphony-ts TypeScript implementation of the Symphony spec 13 Claude Code, Codex, OpenCode 4 2,583 tok
chriswritescode-dev/opencode-forge OpenCode plugin for autonomous dev loops, planning, and worktree sandbox environments. 13 Codex, OpenCode 1 2,721 tok
g0v/moedict.tw moedict.tw A Cloudflare Worker clone of MoeDict, integrating React + Vite + Wrangler + Functions with 13 Codex, OpenCode 1 21,648 tok
az-coder-123/firebase-cloud-messenger An open-source Flutter application designed to streamline FCM testing using the modern HTT 13 Codex, OpenCode 1 407 tok
Alfredvc/rema1000-cli CLI for the REMA 1000 API. Designed for AI agent consumption. Single Rust binary with JSON 13 Codex, OpenCode 1 712 tok
doug/jjj jjj.recursivewhy.com Jujutsu Juggler Distributed Project Management 13 Claude Code, Codex, OpenCode 2 3,617 tok
dtsola/xiaoyaopeipei project.xiaoyaosai.com Xiaoyaopeipei, AI-Powered PC Shopping Assistant. Taking Orders 24/7 for You. 13 Claude Code 6 —
sacloud/sakumock Mock suite for Sakura Cloud APIs 13 Codex, OpenCode 1 4,629 tok
Mike1978uk/win95-intel-inboard-386pc Windows 95 running on a real IBM 5160 + Intel Inboard 386/PC accelerator - the fixes, patc 13 Claude Code, Codex, OpenCode 4 4,275 tok
yurilopes/Copilot-Tools-Gateway 13 Codex, OpenCode 1 1,245 tok
RezaParsian/RpCli A command-line interface tool that leverages AI to help with Git commit message generation 13 Codex, OpenCode 1 1,212 tok
sycu8/cloudflare-onboarding-journey 13 Codex, OpenCode 1 1,511 tok
xh/hoist-core xh.io 🏗️☕ The XH Hoist toolkit for Grails 13 Claude Code, Codex, OpenCode 3 5,347 tok
nurockplayer/Jabiko Japanese conjugation trainer for Minna no Nihongo learners 13 Claude Code, Codex, OpenCode 2 5,003 tok
silencelamb/VibeKernel Benchmarking coding-agent paradigms (plain prompt, /goal, skills, autoresearch...) on one 13 Claude Code 2 —
gitcapoom/Sharp_Depth_Injection External-depth-prior extension for Apple's ml-sharp Gaussian Splat predictor. Houdini cam_ 13 Claude Code 1 1,202 tok
lin-zhijie-nana/kapathy-LLM-WIKI- This is my first project. It is a Chinese-language organization and extension of Karpathy' 13 Claude Code, Codex, OpenCode 2 3,912 tok
YEYUbaka/doubanspider A Douban movie information crawler for scraping movie data in a specified city (Wuhan by d 13 Claude Code 1 1,609 tok