How real projects configure their agents

43,636 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
srtab/daiv daivagent.com Your AI-powered SWE teammate, built into your git workflow 22 Claude Code, Codex, OpenCode 4 1,845 tok
DevSquad-AI/DevSquad Opencode Agent Plugin equals a fullstack development team 22 Codex, OpenCode 2 1,935 tok
Ame-X/RPG-Harness rpg-harness-studio.vercel.app 22 Claude Code 2
keanji-x/Navi 22 Claude Code, Codex 1
GetStream/stream-feeds-js 22 Claude Code, Codex, OpenCode 2 7,698 tok
HoyosJuan/dotbep dotbep.com open-source data format that replaces BIM Execution Plans documents with executable struct 22 Claude Code 2 1,418 tok
Correia-jpv/fucking-awesome-web-security 🐶 A curated list of Web Security materials and resources. With repository stars⭐ and fork 22 Claude Code 1 3,273 tok
circlemouth/Codex-Wrapper 22 Codex, OpenCode 1 672 tok
buildatscale-tv/gemini-skills A repository of skills for Gemini CLI 22 Gemini CLI 1 260 tok
rstudio/shiny-workflows GitHub Actions workflows for Shiny and related packages 22 Claude Code 2 1,598 tok
JBorgia/signaltree A powerful, type-safe, modular signal-based state management solution for Angular applicat 22 Codex, GitHub Copilot, Cursor, OpenCode 6 12,445 tok
conradkoh/raggrep Local semantic search and retrieval 22 Claude Code, Codex, Cursor, OpenCode 4 2,202 tok
niketpathak/devpreferences These are my own preferences while doing development. 22 Codex, OpenCode 1 1,021 tok
zhlhleo/codex-agent-automation Portable Codex custom agent profiles and multi-agent automation rules. 22 Codex, OpenCode 1 1,227 tok
BuiltBrokenModding/MFFS_Classic Classic version of Claclavia's MFFS mod 22 Claude Code, Codex, GitHub Copilot, OpenCode 3 797 tok
gemvc/gemvc gemvc.de A lightweight, server-agnostic PHP framework (Swoole/Nginx/Apache) designed for building h 22 Cursor 2 1,588 tok
sapiencexyz/sapience sapience.xyz 22 Claude Code, Codex, OpenCode 7 1,735 tok
Kartik-2239/lightcode lightcode.kartik.lol Lightcode is a coding agent written in Go. 22 GitHub Copilot 1 829 tok
limehq/munkel munkel.app Ephemeral Mac messages in the notch, with a Cloudflare relay and CLI. 22 Claude Code 4 2,131 tok
daniloc/mnemion A knowledge management surface for humans and agents 22 Claude Code 9 11,333 tok
410417122/ashare-ai A-share quantitative trading Claude Code Skill — uses Tushare Pro for data and Backtrader 22 Claude Code 1 979 tok
hexxt-git/umm umm.hexxt.dwv ask your terminal questions 22 Claude Code 1 2,582 tok
Kuberwastaken/reference Let your AI agents search each other's past sessions. 22 Codex, OpenCode 1 1,133 tok
ek0212/second-brain-template 22 Claude Code, Codex, OpenCode 6 605 tok
LadislavSopko/cvm 22 Claude Code 4 2,065 tok
ninjaa/openai-codex-exec-plan 22 Codex, OpenCode 1 1,063 tok
wende/mobileclaw mobileclaw.vercel.app OpenClaw (and LM Studio) chat with strong focus on responsive and beautiful interface 22 Claude Code, Codex, OpenCode 2 3,016 tok
anchenqlw/AgentBook Web 4.0 knowledge community maintained with agents: a living, machine-readable catalog for 22 Codex, OpenCode 1 533 tok
ksprashu/gemini-cli-config My custom Gemini CLI config 22 Codex, Gemini CLI, OpenCode 2 7,932 tok
HHS/TANF-app Repo for development of a new TANF Data Reporting System 22 Codex, OpenCode 1 337 tok
llorracc/SolvingMicroDSOPs Christopher Carroll's Lecture Notes on Solving Microeconomic Dynamic Stochastic Optimizati 22 Claude Code, Codex, OpenCode 2 1,794 tok
rqzrqh/matchengine_rust A simple memory-matchengine written in rust. 22 Cursor 1
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
maximskorohod/memobase Local knowledge base for AI agents (hermes plugin): hybrid search over your PDFs, DOCX, si 22 Codex, OpenCode 1 1,416 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
HKPC-1967/spring-ant Spring Boot + React (Ant Design Pro). Quickly building an admin-panel web application 22 Codex, OpenCode 1 807 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
claesnn/fastapi-template 22 Codex, OpenCode 1 811 tok
namanrajpal/acp-to-agui A protocol bridge that sits between any coding agent(supporting ACP) and any web frontend 22 Claude Code 4
Beowolve/SnapFX snapfx.org JavaFX Docking Framework 22 Codex, OpenCode 1 2,010 tok
holdtype/holdtype-swift holdtype.app Native macOS menu bar dictation utility: hold a key, speak, and insert text. 22 Codex, OpenCode 1 2,651 tok
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
zengury/manastone-diag pypi.org Offline fault diagnosis assistant for the AgiBot X2 Ultra humanoid: drop in a log package, 22 Codex, OpenCode 1 2,686 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