How real projects configure their agents

32,540 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 agents8,549Claude Code6,896Git and workflow3,630Data and AI3,579Backend and APIs3,559Languages3,491Planning3,321Code review2,909Testing2,691DevOps and cloud2,492Writing and docs2,490Memory and context2,374Research2,321Frontend2,311Security2,183Project management1,977

All Claude Code32,540 Codex24,898 OpenCode23,819 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
databayt/hogwarts balqalam.com Educational automation streamlining operations for students, educators, and school leaders 18 Claude Code, Codex, OpenCode 8 5,809 tok
squirrelsoft-dev/dev 18 Claude Code, Codex, OpenCode 20 521 tok
ClawForgeAI/clawforge clawforge.co One dashboard for all your AI assistants 18 Claude Code 6 1,992 tok
TheWayWithin/agent-11 agent-11.com Opensource AI development agent suite for solo founders. Deploy 11 specialized agents in C 18 Claude Code 34 535 tok
shortcuts/dotfiles shrtcts.fr 📁 rex, ghostty, fish, nvim, claude code, aerospace 18 Claude Code, Codex 15 959 tok
BlackbirdWorks/gopherstack Localstack alternative written in Go. 18 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 17 7,999 tok
Eilodon/CALM npmjs.com A live, graph-verified map of your codebase for AI coding agents — real call graphs, compi 17 Claude Code, Codex, OpenCode 7 7,514 tok
U-C4N/U-Pool Desktop provider switcher for Claude Code and Codex. Keep every endpoint, API key, and mod 17 Claude Code 1 842 tok
c18229039407-arch/cutlin Cutlin - AI-Orchestrated Video Production Platform 17 Claude Code, Codex, GitHub Copilot, OpenCode 3 271 tok
cotect-dev/cotect cotect.dev A fast, read-first code inspector for the agent era: watch AI-written changes land live an 17 Claude Code 1 309 tok
rylsherdamz-rgb/stellar-forge stellarforge.xyz A Stellar-native developer bounty & escrow marketplace. Fund software work in XLM/USDC, he 17 Claude Code 1 3,019 tok
Kevin-Liu-01/Loop loooooop.vercel.app An operator desk for self-updating agent skills. track sources, refresh with agents, versi 17 Claude Code, Codex, OpenCode 3 1,953 tok
mkwatson/ai-fastify-template 17 Claude Code, Codex, OpenCode 9 4,501 tok
lihowfun/O-ALL-WANT A practical framework that integrates proven GitHub patterns for agent memory, skills, and 17 Claude Code, GitHub Copilot 2 1,665 tok
wasabeef/yank-for-claude.nvim A Neovim plugin that yanks code references in Claude AI's preferred format `@filename#L10- 17 Claude Code 1 751 tok
omar-A-hassan/medsci-agent Biomedical research agent with 28 MCP tools powered by MedGemma, TxGemma and OpenCode 17 Claude Code, GitHub Copilot, OpenCode 25 907 tok
wspringer/highs-mcp MCP tool to solve optimization problems using HiGHS 17 Claude Code 3 395 tok
abra5umente/api-proxy a small python container that lets you proxy requests from claude's cloud container throug 17 Claude Code 1 385 tok
andrew-hernandez-paragon/code-graph-context npmjs.com A Model Context Protocol (MCP) server that builds rich code graphs to provide deep context 17 Claude Code 1 2,845 tok
restarter/lets-workflow A Claude Code plugin for a structured dev workflow — 14 expert agents, code review, planni 17 Claude Code 4 22,812 tok
kanopi/cms-cultivator kanopi.github.io A comprehensive Claude Code plugin providing specialized slash commands for Drupal and Wor 17 Claude Code, Codex, OpenCode 3 4,272 tok
WrathZA/skillforge Quality-gated skill authoring for Claude Code. Build, judge, and ship skills that earn the 17 Claude Code 1 1,185 tok
anandmt/deja npmjs.com Claude Code forgets everything between sessions. deja fixes that. 17 Claude Code 1 1,710 tok
enowdev/succubus Cross-agent coordination for AI coding agents. One daemon, one database — so multiple agen 17 Claude Code, Codex, OpenCode 2 502 tok
zpdcqu/langchain-skills-agent LangChain 1.0 Skills Agent 17 Claude Code, Codex, OpenCode 3 1,389 tok
abhichandra21/Promptheus abhichandra21.github.io Automated prompt engineering for efficient AI interactions | Interactive command-line inte 17 Claude Code, Codex, Gemini CLI, OpenCode 3 6,265 tok
ximihoque/kiwiskil KnowledgeBase, WiKi and Skills for AI agents of your codebase. 17 Claude Code, Codex, OpenCode 2 344 tok
willmarple/harness-visualizer App to help visualize agent harness artifacts 17 Claude Code, Codex, OpenCode 6 5,974 tok
kaelig/skills Personal agent skills 17 Claude Code 1 360 tok
vtex-apps/admin-pages The VTEX Pages CMS Admin 17 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,422 tok
ryanrawlingswang/llm-rules A collection of battle-tested Cursor AI rules that enable rapid, high-quality development 17 Claude Code 1 1,810 tok
borhen68/SkillEngine Production-grade engineering skills for AI coding agents. 17 Claude Code, Codex, Gemini CLI, OpenCode 3 2,318 tok
paullukic/coograph coograph.com Save your tokens! 17 Claude Code, Codex, GitHub Copilot, OpenCode 43 6,256 tok
syndicalt/zaxy docs.zaxy.io Zaxy turns agent work into durable, auditable memory: a hash-chained Eventloom log as the 17 Claude Code, Codex, OpenCode 5 5,077 tok
bluebear-io/angry-bear bluebear.io Enforce skill-loading requirements for AI coding agents 17 Claude Code 1 903 tok
pamelafox/recap-my-week An agent skill to recap a work week 17 Claude Code, Codex 1 —
Interstellar-code/claud-skills Production-ready Claude Code framework with 13 agents, 9 skills, and auto-generated docume 17 Claude Code 17 4,483 tok
mathematic-inc/claude-tools-mcp MCP server that exposes Claude Code's file and shell tools (bash, read, write, edit, glob, 17 Claude Code 1 1,200 tok
tae2089/code-context-graph Vectorless code retrieval for AI coding agents — search code by business intent (@intent, 17 Claude Code, Codex, OpenCode 8 3,836 tok
TGPSKI/leather leather.sh Local agent infrastructure in one stdlib-only Go binary 17 Claude Code, Codex, OpenCode 6 2,738 tok
organvm-iv-taxis/a-i--skills organvm-iv-taxis.github.io Public repository of AI agent skills: specialized capabilities and workflows across 12 cat 17 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 8 8,740 tok
zhaolianghz/clawbox clawbox.51topai.xyz AI Agent unified configuration center · Unified configuration center for AI coding agents 17 Claude Code 1 675 tok
xeeva/Genesis xeeva.github.io Bootstrap fully-equipped Claude Code projects in under two minutes. Agents, skills, hooks, 17 Claude Code 11 3,078 tok
hubertciebiada/context-crystallizer Transform your large repository into crystallized, AI-consumable knowledge. Enable AI agen 17 Claude Code 1 1,378 tok
flagify-com/UniMCPSim UniMCPSim is a general-purpose MCP (Model Context Protocol) simulator that dynamically sim 17 Claude Code, Codex, OpenCode 2 8,026 tok
amitrechavia/langsmith-mcp-server-js A TypeScript implementation of langsmith MCP 17 Claude Code 1 739 tok
flagify-com/soar-mcp SOAR MCP Server is an innovative security orchestration platform integration solution that 17 Claude Code 1 1,618 tok
ozmium7/Ozmium-MCP-Server-for-Sbox Connect AI coding assistants to the S&box editor using the Model Context Protocol (MCP). W 17 Claude Code 1 1,273 tok
cfircoo/claude-code-toolkit 17 Claude Code 5 828 tok
gear-foundation/vara-skills 17 Claude Code, Codex, OpenCode 2 1,161 tok