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
prashantdivate/yocto-lens A terminal UI for Yocto/OpenEmbedded static analysis, style checks, layer validation, patc 23 Claude Code, Codex, OpenCode 2 484 tok
47vigen/raqam raqam.47vigen.com 🔢 Live-formatting React number input — headless, i18n-first (Persian ۱۲۳, Arabic ١٢٣…), W 23 Claude Code, Codex, OpenCode 4 1,214 tok
degiz/kobo2calibre Embed highlights from Kobo device in Calibre book, and wise-versa 23 Claude Code, Codex, OpenCode 4 862 tok
yelanyanyu/ad-fontes-manager A term management tool for the Ad Fontes English/German vocabulary learning system. Suppor 23 Claude Code, Codex, OpenCode 9 693 tok
namanrajpal/acp-to-agui A protocol bridge that sits between any coding agent(supporting ACP) and any web frontend 23 Claude Code 4 —
bingosuite/bingo A multi-platform, visual concurrency debugger for GO. 23 Claude Code, GitHub Copilot 2 319 tok
hanyuancheung/llm-skill A minimal three-layer SKILL system for LLM agents, inspired by Karpathy's LLM-Wiki idea 23 Claude Code, Codex, OpenCode 2 1,076 tok
lelele-cloud/ai-comic-drama One-click AI-generated animated dramas 23 Claude Code, Codex, Cursor, OpenCode 4 143 tok
AshotN/OpenCode-Relay A plugin to integrate the OpenCode AI coding assistant into IntelliJ-based IDEs. 23 Codex, OpenCode 2 361 tok
SawyerHood/dev-browser-eval 23 Claude Code 1 —
Michaelliv/cc-dejavu CLI tool to search and browse Claude Code bash command history 23 Claude Code 4 312 tok
DangerousThings/flipper-wedge Type RFID UIDs and NFC NDEF contents as keyboard input via USB and BLE 23 Claude Code 1 4,133 tok
nicelight/DevRails-26 Agentic memory based SDD dev workflow 23 Codex, OpenCode 1 2,914 tok
jordanmaulana/cariinkerja.id cariinkerja.id Cari loker otomatis & skoring 23 Claude Code 1 7,466 tok
zilbonn/OWASP-WSTG-Rag OWASP Web Security Testing Guide RAG system with ChromaDB, MCP for Claude Code 23 Claude Code 1 1,063 tok
alvinycheung/claude-code-template A starting place for coding with Claude Code 23 Claude Code 15 1,069 tok
KaotoIO/forage kaotoio.github.io Opinionated bean factories for Apache Camel 23 Claude Code, Codex, OpenCode 2 3,089 tok
kousen/OperaGenerator AI opera generator, with images 23 Claude Code 1 2,428 tok
AgentSystemLabs/launch-pad 23 Claude Code, Cursor 3 8,258 tok
Abil-Shrestha/tracer Issue tracker for coding agents 23 Claude Code, Codex, OpenCode 2 2,428 tok
FeiLiu36/AutoEoH Automated EoH 23 Claude Code, Codex, OpenCode 2 1,672 tok
ertra/pm-brain-for-cursor AI for Product Managers 23 Claude Code, Codex, Cursor, OpenCode 18 1,590 tok
HyunjunJeon/vibecoding-lg-mcp-a2a ttimes vibe coding conference live coding - research/report writing Multi-Agent project 23 Claude Code 1 4,508 tok
Just-Agent/make-agents-cheaper Rust CLI for improving prompt cache hit rate in coding-agent workflows 23 Claude Code, Codex, OpenCode 2 783 tok
crimson-knight/llamero A wrapper shard for llama.cpp that acts as a client to work directly with AI models throug 23 Claude Code, Codex, OpenCode 5 2,994 tok
stan-rym/liam-linkedin-ads-MCP liam-mcp.vercel.app Create LinkedIn ad campaigns by talking to Claude (MCP) or a CLI. 23 Codex, OpenCode 1 3,292 tok
MiddlePoint-Solutions/mcp-on-android-tv A Model Context Protocol (MCP) community server running on Android TV with on-device ADB i 23 Gemini CLI 1 399 tok
itechmeat/llm-code Cross-tool AI assets: documentation-based skills for Copilot, Claude, Cursor, and other co 23 Claude Code 1 1,589 tok
calvincs/JobPrepWorks-OpenEdition Job Interview Prep tool to help you find the best job based on your skills, and train on y 23 Claude Code 1 3,425 tok
jellydn/miryoku-silakka54-layout kb.itman.fyi Interactive visualization and educational resource for adapting the Miryoku keyboard layou 23 Claude Code 1 550 tok
spaquet/gemtracker gemtracker-website.spaquet74.workers.dev Quickly track and analyze your ruby gem dependencies 23 Claude Code 2 2,613 tok
EkerGOD/Auto-Pay 23 Claude Code 1 1,554 tok
danielfree19/alloy-fleet-manager gitlab.thepcport.com Self-hosted, vendor-neutral replacement for Grafana Cloud Fleet Management. Built around G 23 Claude Code 1 5,333 tok
cn-vhql/ACE A Python implementation based on the ACE (Agentic Context Engineering) framework, featurin 23 Claude Code 1 1,338 tok
Keyoku-ai/keyoku-engine keyoku.ai AI memory engine — semantic search, knowledge graph, 12-signal heartbeat, memory decay 23 GitHub Copilot 1 1,239 tok
VirtusLab-Open-Source/astro-strapi-starter astrostrapi.io The Astro x Strapi Starter template 23 Codex, OpenCode 1 158 tok
tleyden/arty iOS realtime voice assistant w/ translation + connectors 23 Codex, OpenCode 1 386 tok
murabcd/vibestack vibestack-code.vercel.app End-to-End Coding Platform built with Next.js, Vercel Sandbox, and AI SDK 23 Codex, OpenCode 1 681 tok
kalpmodi/akira Autonomous offensive security agent. Plans engagements, runs recon, chains exploits, and w 23 Codex, OpenCode 1 575 tok
dotdevdotdev/agentwire-dev agentwire.dev A self-hosted, keyboard-driven cockpit for running a whole fleet of Claude Code agents at 23 Claude Code, Codex, OpenCode 10 4,696 tok
Gui-Gou/claude-statusline-burnrate Stop opening /usage — a Claude Code status line that does the weekly-limit math: today's s 23 Claude Code, Codex, OpenCode 2 732 tok
Rockielab/rockie-claude Autonomous AI research harness for Claude Code. Sibling to rockie-codex (OpenAI Codex CLI) 23 Claude Code 1 853 tok
zenitheditor/zenith x.com A design document format built for the age of AI agents. Zenith is a plain-text format an 23 Claude Code, Codex, OpenCode 2 1,960 tok
datit309/supergraph datit309.github.io Engineering workflow system for AI coding agents — mandatory planning, TDD, verification, 23 Claude Code, Codex, OpenCode 2 7,024 tok
cometkim/cc-monitor-worker Claude Code monitoring with Cloudflare Workers & Workers Analytics Engine 23 Codex, OpenCode 1 393 tok
tanaikech/ToolsForMCPServer-extension medium.com Simplified Google Workspace Automation with Gemini CLI Extensions 23 Gemini CLI 1 87 tok
lh123aa/bwvi-design Agent-native design decision protocol. CLI + MCP Server, giving AI Agents structured desig 23 Codex, OpenCode 1 3,862 tok
TideSurf/core tidesurf.org Connect Chromium to LLM agents via token-efficient DOM compression. 50-200 tokens per page 23 Claude Code, Codex, OpenCode 2 1,167 tok
IvanMurzak/Unity-AI-Tools-Template Unity MCP Tool template project 23 Codex, OpenCode 1 1,448 tok
tiago-peixoto/claude-shapeup 23 Claude Code 2 1,296 tok