How real projects configure their agents

31,984 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
llorracc/SolvingMicroDSOPs Christopher Carroll's Lecture Notes on Solving Microeconomic Dynamic Stochastic Optimizati 22 Claude Code, Codex, OpenCode 2 1,794 tok
skyf0xx/Pebble zenbin.org A Hermes UI 22 Claude Code 1 3,568 tok
NeuralNotwerk/cgg Offline multi-language call graph generator in Rust — point at any folder, get a graph. 22 Claude Code 3 6,339 tok
cobriensr/Options-Strike-Calculator theta-options.com AI and ML integration with Unusual Whales, Databento and ThetaData to determine optimal ES 22 Claude Code, Codex, OpenCode 3 6,243 tok
47vigen/raqam raqam.47vigen.com 🔢 Live-formatting React number input — headless, i18n-first (Persian ۱۲۳, Arabic ١٢٣…), W 22 Claude Code, Codex, OpenCode 4 1,214 tok
degiz/kobo2calibre Embed highlights from Kobo device in Calibre book, and wise-versa 22 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 22 Claude Code, Codex, OpenCode 9 693 tok
malon64/openlakeforge Cloud Agnostic data platform for both cloud or on prem 22 Claude Code, Codex, OpenCode 2 3,826 tok
namanrajpal/acp-to-agui A protocol bridge that sits between any coding agent(supporting ACP) and any web frontend 22 Claude Code 4
bldrs-ai/conway bldrs-ai.github.io Conway is a high-performance IFC&STEP engine for web-based CAD applications 22 Claude Code, Codex, OpenCode 3 5,095 tok
harness-base/harness-control 22 Claude Code, Codex, OpenCode 37 2,227 tok
pluqqy/pluqqy-terminal pluqqy.com Terminal-based context management for AI driven development 22 Claude Code 1 1,370 tok
jrb00013/rudycanshoot MCP server + CLI that lets AI assistants take and view screenshots. Auto-installs into Cla 22 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,170 tok
uetzel/AutoADHD 22 Claude Code, Codex, OpenCode 4 5,454 tok
bingosuite/bingo A multi-platform, visual concurrency debugger for GO. 22 Claude Code, GitHub Copilot 2 319 tok
KarnaughK/AIPD AI-Powered Development — A documentation-structured workflow where agents drive software p 22 Claude Code, Codex, OpenCode 2 3,701 tok
RedberryProducts/synapse 22 Claude Code, Codex, OpenCode 3 5,050 tok
abhinavshrivastava950/Montara Montara is an AI-native, renderer-agnostic autonomous video production operating system th 22 Claude Code, Codex, OpenCode 70 4,089 tok
fdhhhdjd/Class-Production-AI-App 🏗️ Production-ready AI app structure — RAG pipeline, hybrid search, self-correcting agent 22 Claude Code, Codex, OpenCode 2 776 tok
hanyuancheung/llm-skill A minimal three-layer SKILL system for LLM agents, inspired by Karpathy's LLM-Wiki idea 22 Claude Code, Codex, OpenCode 2 1,076 tok
tmchow/tmc-marketplace Claude Code and Codex plugins by Trevin Chow 22 Claude Code, Codex, OpenCode 6 2,114 tok
PaulRBerg/prb-effect Effect-ts monorepo with utilities for web3, next.js, and more 22 Claude Code, Codex, OpenCode 4 1,519 tok
seflless/deepwiki deepwiki.sh DeepWiki for coding agents 22 Claude Code, Codex, OpenCode 2 564 tok
Railly/agent-brain railly.dev An agent-powered knowledge system built on Obsidian + Claude Code + Codex 22 Claude Code, Codex, OpenCode 32 1,630 tok
weiserman/rap-skills Claude Code skills for SAP RAP development — branch-per-scenario for BTP, S/4HANA Cloud, a 22 Claude Code 1
davidmatousek/agentic-oriented-development-kit ADLC Triad governance template for AI agent-assisted development 22 Claude Code 3 1,248 tok
lattifai/omni-captions-skills Caption Skills 22 Claude Code 1 1,300 tok
carlrannaberg/cclint Linter for Claude Code project files 22 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 18 4,110 tok
atman-33/openspec-for-copilot marketplace.visualstudio.com A VS Code extension that gives GitHub Copilot users a guided, spec-driven workflow using O 22 Claude Code, Codex, OpenCode 11 95 tok
jeffdc/gallformers gallformers.org The gallformers site 22 Claude Code, Codex, OpenCode 2 931 tok
Michaelliv/cc-dejavu CLI tool to search and browse Claude Code bash command history 22 Claude Code 4 312 tok
DangerousThings/flipper-wedge Type RFID UIDs and NFC NDEF contents as keyboard input via USB and BLE 22 Claude Code 1 4,133 tok
namakshenas/CLAUDE-md-12-rule-template CLAUDE.md — 12-rule template 22 Claude Code 1 560 tok
ElleNajt/meta-agent-shell 22 Claude Code 1 220 tok
050602/KarlCat Base Mydog remould , NodeJS Game Server ,Use TypeScript 22 Claude Code 1 3,960 tok
jordanmaulana/cariinkerja.id cariinkerja.id Cari loker otomatis & skoring 22 Claude Code 1 5,167 tok
zilbonn/OWASP-WSTG-Rag OWASP Web Security Testing Guide RAG system with ChromaDB, MCP for Claude Code 22 Claude Code 1 1,063 tok
pxx-design/cabinet Translate a feeling you can't name into transferable moves an AI can build — a browser ins 22 Claude Code, Codex, OpenCode 2 241 tok
axot/OpenSuperMLX macOS app for real-time audio transcription powered by MLX on Apple Silicon 22 Claude Code, Codex, OpenCode 2 6,750 tok
forcedotcom/SalesforceMobileSDK-Package 22 Claude Code 1 3,919 tok
rygwdn/slack-tools 22 Claude Code 3 298 tok
KaotoIO/forage kaotoio.github.io Opinionated bean factories for Apache Camel 22 Claude Code, Codex, OpenCode 2 3,079 tok
kousen/OperaGenerator AI opera generator, with images 22 Claude Code 1 2,428 tok
AgentSystemLabs/launch-pad 22 Claude Code, Cursor 3 8,258 tok
techinpark/appstore-status-webhook 🚀 Auto-notify your team about App Store release status via webhooks 22 Claude Code 1 1,019 tok
bwasti/gt [experimental] multiplexed distributed tensor framework 22 Claude Code 1 5,680 tok
ubie-oss/dbt-data-privacy A dbt package to enhance data privacy 22 Claude Code, Codex, OpenCode 6 296 tok
FeiLiu36/AutoEoH Automated EoH 22 Claude Code, Codex, OpenCode 2 1,672 tok
mrFlick72/vauthenticator VAuthenticator OpenID Connect/OAuth2.1 Auth server 22 Claude Code, Codex, OpenCode 2 207 tok
joelhooks/atproto-agent-network ⚡ AT Protocol concepts on Cloudflare primitives — decentralized agent identity, memory, an 22 Claude Code, Codex, OpenCode 11 3,740 tok