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
advenimus/conduit-desktop conduitdesktop.com Cross-platform SSH, RDP, VNC & web connection manager with a built-in MCP server — let Cla 20 Claude Code 8 2,328 tok
100yenadmin/boardstate 100yenadmin.github.io Your dashboard is data. Any AI can build it; any human can edit it. A protocol + runtime f 20 Claude Code, Codex, OpenCode 3 2,557 tok
Cognigy/cognigy-plugin Build, test, and improve Cognigy.AI agents from your AI assistant — MCP tools, workflow sk 20 Claude Code 4 —
SEI-Pro/mcp-seipro 20 Claude Code 1 7,366 tok
adsorgcn/chanlun-engine-skill ilang.app Have AI perform Chan Theory analysis: automatically draw strokes, segments, and centers, m 20 Codex, OpenCode 1 289 tok
Raven-Scout/Scout raven-scout.github.io Autonomous daily briefing for Claude Code that cross-checks Slack, Gmail, Calendar, Linear 20 Claude Code 1 1,728 tok
pendpost/pendpost pendpost.com The agent-first social media planner: an AI agent drafts and schedules posts across Instag 20 Codex, OpenCode 1 8,992 tok
wildsurfer/your-mail-mcp Self-hosted, read-only MCP server that serves IMAP mail from a local notmuch index over au 20 Claude Code 1 2,021 tok
chenmingtang830/proofpress proofpress.dev The judgment layer for agents. Capture consequential judgments and turn hard-won expertise 20 Claude Code, Codex, OpenCode 2 6,095 tok
s-nems/open-northland opennorthland.org A modern, open-source reimplementation of the Cultures game series 20 Claude Code, Codex, OpenCode 2 2,761 tok
VelkyVenik/missingmcp missingmcp.com MissingMCP — your data, in Claude. OAuth 2.1 gateway hosting the MCP servers Claude is mis 20 Claude Code 1 6,428 tok
Hongda-Zhao/bio-gene-to-reference-tree Auditable agent skill for resolving protein queries, selecting references, and planning re 20 GitHub Copilot 1 105 tok
painhardcore/pstack Portable coding-agent workflows adapted from Cursor’s pstack for Codex, Claude Code, and O 20 Codex, OpenCode 1 593 tok
poliakarmai/bybit-ws t.me AI-Native Trading Engine — Bollinger Grid LONG/SHORT. REST API + MCP for AI agents. 24/7 a 20 Claude Code, Codex, OpenCode 2 3,790 tok
ever-works/directory-web-template ever.works Open-Source Directory Website NextJs Boilerplate (part of Ever® Works™ Platform) - https:/ 20 Claude Code, Codex, GitHub Copilot, OpenCode 3 17,623 tok
oaslananka/kicad-studio-kit oaslananka.github.io VS Code extension for KiCad EDA workflows with schematic/PCB viewers, DRC/ERC, BOM and exp 20 Codex, GitHub Copilot, OpenCode 2 2,876 tok
l3wi/claude-eda A Claude Code based system for EDA w/ Kicad 20 Claude Code 1 343 tok
bekker/qvopenapi-rs Rust wrapper for the QV Open API provided by NH Investment & Securities 20 Codex, OpenCode 1 874 tok
pimcore/studio-backend-bundle Studio Backend bundle 20 Claude Code, Codex, GitHub Copilot 3 1,670 tok
edwnh/dqmc 20 Claude Code, Codex, OpenCode 7 1,920 tok
christopher-buss/bedrock bedrock-livid.vercel.app Infrastructure-as-code for Roblox. 20 Claude Code, Codex 57 4,320 tok
mcginty/blew A cross-platform BLE Central/Peripheral library, focused on P2P applications 20 Claude Code, Codex, OpenCode 2 11,811 tok
Macavity/mapeditor Online TileMap Editor for json/tmx files exported from Tiled. 20 GitHub Copilot 1 815 tok
JustinGrote/ExcelFast A high performance PowerShell module for importing, exporting, and manipulating Excel File 20 GitHub Copilot 1 672 tok
takehaya/Vinbero A complete subset of SRv6 local function & transit written in XDP and TC 20 GitHub Copilot 1 218 tok
FastEndpoints/Documentation fast-endpoints.com Documentation website source code for FastEndpoints. 20 Codex, OpenCode 1 650 tok
Zambav/ComfyUI-Agent-Toolkit 20 Codex, OpenCode 1 1,797 tok
theimaginaryfoundation/what-iff whatiff.chat Self-hostable personal AI assistant 20 Claude Code, Codex, Gemini CLI, OpenCode 14 3,049 tok
X-School-Academy/skill-pilot ntense.ai 20 Claude Code, Codex, Gemini CLI, OpenCode 16 814 tok
louisbrulenaudet/monorepo-template monorepo.louisbrulenaudet.com A concise, AI native and production-grade starter template for full-stack applications usi 19 Claude Code, Codex, OpenCode 8 4,490 tok
buildkite/skills Official Buildkite skills for Claude Code, Cursor, and other AI coding agents 19 Claude Code, Codex, OpenCode 2 721 tok
Faizalimam990/Startup_builder_pro startup-builder-pro-website.vercel.app AI-powered skill that turns product ideas or existing repositories into secure, tested, pr 19 Claude Code, Codex, OpenCode 2 515 tok
abhishekgahlot2/pi-dsh abhishekgahlot2.github.io Pi coding-agent harness with durable sessions, causal history, reversible components, and 19 Claude Code, Codex, OpenCode 2 1,443 tok
jrb00013/rudycanshoot MCP server + CLI that lets AI assistants take and view screenshots. Auto-installs into Cla 19 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 7 1,340 tok
sbilde/untitledui-mcp An MCP for Untitled UI components. 19 Claude Code 1 503 tok
2ykwang/cview Local viewer for Claude Code sessions with search, timeline, and export. 19 Claude Code, Codex, OpenCode 4 657 tok
hydroCoderClaud/cc-desktop hdupdate.myseek.fun Hydro Desktop — A native desktop workspace for Claude Code, with project-based agents, Not 19 Claude Code, Codex, OpenCode 3 4,603 tok
MartinLoeper/claude-o-meter CLI tool to extract Claude AI usage metrics as JSON for status bars like HyprPanel. Includ 19 Claude Code, GitHub Copilot 2 1,583 tok
bostonaholic/rpikit bostonaholic.github.io A Claude Code plugin implementing the Research-Plan-Implement (RPI) framework for discipli 19 Claude Code, Codex, OpenCode 2 960 tok
Zach0911/autostrategy An AI-powered quantitative strategy generation tool supporting AI Agents such as Claude Co 19 Claude Code 2 198 tok
openmaster-ai/clawmaster Make OpenClaw usable for everyone — setup, manage, and grow it into a practical digital pe 19 Claude Code, Codex, OpenCode 2 4,304 tok
SaharCarmel/TheAlmanac A documentation assistant leveraging Model Context Protocol (MCP) to help programmers acce 19 Claude Code 1 1,097 tok
arctan303/creator.skill blog.arcinks.com Multi-skill agentic product delivery system 19 Codex, OpenCode 1 1,997 tok
docker/cagent-action docker.com A GitHub Action for running docker agent AI agents in your workflows. 19 Codex, OpenCode 1 4,717 tok
respeak-io/episko episko.dev Desktop app for running many coding agents at once. Claude Code, Codex and 20 more CLIs ea 19 Claude Code, Codex, OpenCode 3 28,989 tok
martex-dev/martex-quant Quantitative research platform for crypto: 120 pre-registered hypotheses, deflated-Sharpe 19 Claude Code 1 6,161 tok
menkesu/genaipm-claw genaipm.com Turn NanoClaw into an AI PM operating system — 16 skills, daily brief, Command Center, mem 19 Claude Code 1 —
delos-cresco/cresco 19 Claude Code 1 2,375 tok
chenjh06/KnowKnowCC Understand Claude Code 19 Claude Code 1 1,510 tok
dirien/yet-another-agent-harness dirien.github.io A Go agent harness for Claude Code — runtime hooks, MCP server, session tracking, middlewa 19 Claude Code, Codex, Gemini CLI, OpenCode 71 2,374 tok