How real projects configure their agents

23,799 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
dawsonlp/BaseMcpServer A minimal containerized base for MCP servers using the MCP Python SDK 3 Claude Code, Codex, OpenCode 2 147 tok
onesimplecode/agent-engineering-standards This repo hands your AI coding agent a rulebook and your CI the checks that enforce it, ca 3 Codex, OpenCode 1 7,802 tok
hly-AI/codingplan 3 Codex, Cursor, OpenCode 7 777 tok
tecton-ai/tecton-mcp This MCP (Model Context Protocol) server provides tools to interact with tecton. 3 Claude Code, Codex, OpenCode 2 3,949 tok
shijiew/back-to-basics-skills 3 Claude Code, Codex, OpenCode 2 100 tok
dentiny/kon multi-agent system with kon characters 3 Codex, OpenCode 1 766 tok
heyAyushh/stacc stacc.fyi A collection of AI agent configurations for coding 3 Claude Code, Codex, OpenCode 2 1,071 tok
ofabiodev/stfu skills.sh 🦆 forces short, direct AI answers with no filler, context, recap, preamble, or full-file 3 Codex, OpenCode 1 149 tok
beettlle/pi-spine Orchestration spine for long-running pi development — pi-native batch orchestration with T 3 Claude Code, Codex, OpenCode 8 1,464 tok
ishandutta2007/Awesome-AI-Job-Hunting AI job application framework built on Claude Code 3 Claude Code, Codex, OpenCode 3 2,565 tok
nullorder/agenthub agenthub.nullorder.org Community Claude Code plugin marketplace 3 Claude Code, Codex, OpenCode 2 1,284 tok
oculus-samples/Unity-VirtualCameraPublisher A Sample Project for the Virtual Camera Publisher API in Unity 3 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,080 tok
redhat-vmeperf/agent-tasks-template AI/LLM Agent Tasks Template 3 Claude Code, Codex, OpenCode 2 334 tok
gpambrozio/ClaudeCodePlugins A curated marketplace of Claude Code plugins for various development workflows 3 Claude Code, Codex, OpenCode 2 2,313 tok
S13G/engineering-standards-plugin Cross-domain software engineering standard principles for AI coding agents (Claude Code, C 3 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 3,971 tok
gautam-achieveai/ClaudePlugins Custom Claude Code plugins — skills, agents, commands, and MCP integrations for Azure DevO 3 Claude Code, Codex, OpenCode 2 2,677 tok
benigeri/braintrust-claude-plugin Claude Code plugin for managing Braintrust prompts 3 Codex, OpenCode 1 166 tok
iamcxa/kc-claude-plugins Claude Code plugin marketplace — curated plugins for browser E2E testing and more 3 Claude Code, Codex, OpenCode 2 2,530 tok
zackbart/agent-plugins Personal Claude Code plugin marketplace - claude-hud, motif, helm 3 Codex, OpenCode 1 672 tok
hidetsugu-miya/claude-plugins 3 Claude Code, Codex, OpenCode 6 1,318 tok
jskswamy/claude-plugins A curated collection of Claude Code plugins focused on developer workflows, code generatio 3 Claude Code, Codex, OpenCode 3 2,178 tok
artreimus/software-factory-starter Sample software factory repository with agent contracts, specs, plans, skills, MCP policy, 3 Codex, OpenCode 1 793 tok
loveautomate/ai-qa-agent 3 Claude Code, Codex, OpenCode 2 574 tok
ypolon7kiy/akashi VS Code Extension For LLMs related files. 3 Claude Code, Codex, OpenCode 7 1,034 tok
wingify/wingify-fme-mcp developers.vwo.com MCP Server for Feature Management & Experimentation 3 Codex, OpenCode 1 1,451 tok
Glavin001/vibe-land-old A lightweight 3D web-based multiplayer starter kit using Three.js, React, and SpacetimeDB. 3 Claude Code, Codex, OpenCode 2 1,756 tok
Ming-321/cursor-better-feedback 3 Codex, OpenCode 1 312 tok
WenBin6/thesis-md-word-workflow A standard SOP skill for quickly drafting papers with AI tools, which can be combined with 3 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 1,153 tok
XelaNull/Claude_Samantha Samantha oversight and system prompt 3 Claude Code, Codex, OpenCode 27 2,277 tok
edenbuilds/arya-ai Indian-law plugin for advocates: Bombay High Court and Maharashtra tribunal drafting, NCLT 3 Claude Code, Codex, Gemini CLI, OpenCode 3 540 tok
percona/percona-messaging 3 Claude Code, Codex, OpenCode 2 143 tok
punkadillo/figma-code-composer punkadillo.github.io A simple orchestration for developing figma design to frontend components 3 Claude Code, Codex, OpenCode 26 1,633 tok
stefanrows/claude-code-plugins Claude Code plugin marketplace by Stefan Rows (skills, agents, commands, hooks) 3 Claude Code, Codex, OpenCode 2 313 tok
seeker71/Coherence-Network coherencycoin.com Open intelligence platform that traces every idea from inception to payout — with fair att 3 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 16 10,411 tok
SecondLifes/delphi-expert An opinionated ecosystem of rules, skills and steerings to elevate Delphi development to s 3 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 11,182 tok
OthmanAdi/chronos aware-bloom-szmt.here.now Time awareness for AI coding agents. Hook-backed ledger, 7 decision rules, 8 platforms. Fi 3 Codex, OpenCode 1 762 tok
humzakt/dev-starter-kit Production-ready starter repository with CI/CD workflows, issue templates, incident runboo 3 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,704 tok
WyvernCW/Monich 3 Claude Code, Codex, OpenCode 2 1,438 tok
sarkarsaurabh27/agent-loop-learning Reference library and skill toolkit for auditing, reviewing, and improving LLM-based agent 3 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 2,833 tok
ai-ledger/ai-ledger Git-native, append-only governance for AI-assisted software development. 3 Codex, OpenCode 1 402 tok
dryvist/claude-code-plugins My custom claude code (hopefully agentsmd soon) plugins for when I've scoured the interweb 3 Claude Code, Codex, OpenCode 2 1,574 tok
brunobrown/claude-flet-plugin A Claude Code plugin that provides expert knowledge for building Python apps and extension 3 Claude Code, Codex, OpenCode 7 415 tok
oopsyz/mcp 3 Claude Code, Codex, OpenCode 2 1,027 tok
lukleh/mcp-read-only-grafana MCP server for read-only access to Grafana instances 3 Codex, OpenCode 1 3,269 tok
nam20485/agent-instructions Custom instructions "pseudocode scripting" framework used by GitHub Copilot, Gemini Code A 3 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,883 tok
solutionforest/neo-skill AI coding assistant instructions for Neo CLI — works with Claude Code, GitHub Copilot, Cur 3 Codex, Cursor, OpenCode, Windsurf 3 25,658 tok
rwx-cloud/skills 3 Codex, GitHub Copilot, OpenCode 2 613 tok
nemesiscodex/pulse-tm (WIP) Pulse is a simple terminal-based task manager as a CLI, a TUI, and an MCP server to 3 Codex, OpenCode 1 346 tok
AndyLiner13/ts-mcp-server TypeScript MCP server for AI-powered refactoring. Rename symbols, extract functions, move 3 Codex, OpenCode 1 2,974 tok
MaterializeInc/agent-skills Materialize agent skills 3 Claude Code, Codex, OpenCode 4 2,500 tok