How real projects configure their agents

44,931 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
IssacW228/student-llm-wiki 📚 Student LLM Wiki — AI-compiled knowledge base for university students. Drop course slid 179 Claude Code, Codex, OpenCode 12 550 tok
clawfleet/ClawFleet clawfleet.io Deploy a fleet of AI agents (OpenClaw, Hermes) on your machine in 10 minutes — use your Ch 179 Claude Code 1 3,755 tok
Luligu/matterbridge-zigbee2mqtt Matterbridge zigbee2mqtt plugin 179 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 7 1,321 tok
softspark/ai-toolkit softspark.eu Professional-grade AI coding toolkit: 94 skills, 44 agents, multi-platform (Claude, Cursor 179 Claude Code, Codex, OpenCode 2 2,465 tok
saaspegasus/django-boilerplate The original SaaS Boilerplate for Django, trusted by thousands. 179 Claude Code 1 1,871 tok
TanShilongMario/ArticleSkill A powerful, flexible, and easy-to-use AI writing assistant for all types of creators. The 179 Claude Code 1 2,819 tok
qcri/codebadger dl.acm.org 🦡 codebadger is a containerized Model Context Protocol (MCP) server that gives AI agents 179 Codex, OpenCode 1 537 tok
dredozubov/hazmat Containment for AI agents - user isolation, sandboxed execution, network controls, backup/ 179 Claude Code, Codex, OpenCode 2 4,274 tok
ouijit/ouijit ouijit.com Git worktree-based task manager with integrated terminals for CLI coding agents 179 Claude Code, Codex, OpenCode 2 1,259 tok
shashankswe2020-ux/whoop-mcp whoopconnector.com Read-only WHOOP MCP server for recovery, sleep, HRV, strain, workouts, and personal health 179 Claude Code, Codex, GitHub Copilot 34 2,866 tok
agenticros/agenticros agenticros.com ROS plugin for OpenClaw, Claude (Code,Desktop,Dispatch), Codex, Google Gemini, Hermes, MCP 179 Claude Code, Codex, OpenCode 2 8,023 tok
eljulians/skillfile One-stop shop for AI skills and agents. Search 110K+ community skills, install and track t 179 Claude Code, Codex, OpenCode 2 1,819 tok
rustfs/cli A S3-compatible command-line client written in Rust. 179 Codex, OpenCode 1 2,685 tok
MohamedAbdallah-14/unslop mohamedabdallah-14.github.io Make AI output sound human. Strips AI-isms (sycophancy, stock vocab, hedging stacks, em-da 179 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,832 tok
YougLin-dev/Aha-Loop [MVP] Aha Loop is a fully autonomous AI development system, extended from the core ideas o 178 Claude Code, Codex, OpenCode 17 5,776 tok
aws-samples/sample-host-openclaw-on-amazon-bedrock-agentcore 178 Claude Code, Codex, OpenCode 2 13,020 tok
vmDeshpande/ai-agent-automation Modular AI agent workflow automation platform with schedulers, tools, and observability. h 178 Claude Code, Codex, OpenCode 7 3,887 tok
lizyoko9/bitdance-agenthub 178 Claude Code, Codex, OpenCode 7 4,653 tok
joseairosa/recall Persistent cross-session memory for Claude & AI agents. Self-host on Redis/Valkey, or use 178 Claude Code 2 2,930 tok
kairyou/agent-tools Reusable Agent Skills, plus integrations (statusline, provider usage, vision) that install 178 Claude Code, Codex, OpenCode 2 569 tok
severity1/claude-agent-sdk-go Unofficial Go SDK for Claude Code CLI integration. See the Claude Agent SDK documentation 178 Claude Code 7 10,905 tok
StoneSteel27/AutomatiQ Simplify Web Reverse-engineering for AI Agents 178 Codex, OpenCode 1 1,304 tok
montevive/autocache montevive.ai 🚀 Autocache - Intelligent Anthropic API Cache Proxy Automatically inject cache-control 178 Claude Code 1 1,954 tok
Rion-Wu-tech/ai-daily-briefing 🌅 AI Daily Briefing - A daily briefing generation tool for AI/Web3 content creators 178 Codex, OpenCode 1 410 tok
betta-tech/byo-coding-agent 178 Codex, OpenCode 1 647 tok
OpenHands/extensions Public registry for OpenHands extensions. 178 Codex, OpenCode 1 5,312 tok
ningzimu/awesome-ai-ppt ningzimu.github.io A curated list of AI PPT, PowerPoint automation, PPTX editing, and slide workflow tools. 178 Codex, OpenCode 1 738 tok
ad-repo/nullplayer nullplayer.fyi nullPlayer is a free open source macOS media player with some unique features 178 Claude Code, Codex, OpenCode 2 2,322 tok
leeguooooo/cross-request-master yapi browser plugin & yapi skill 178 Codex, OpenCode 1 654 tok
bbartling/open-fdd Fault Detection Diagnostics (FDD) for HVAC datasets 178 Claude Code, Codex, OpenCode 9 1,494 tok
tjakoen/bread tjakoen.github.io BREAD: one vocabulary, two operators. A no-build, AI-native web stack: batch (substrate) · 177 Claude Code, Codex, OpenCode 5 2,346 tok
mongodb-js/kerberos Kerberos library for node.js 177 Claude Code, Codex, OpenCode 2 859 tok
SilvioBaratto/optimizer LLM agents decide, skfolio optimizes, you approve. Portfolio optimization with a market-da 177 Claude Code 4 7,389 tok
marimo-team/skills skills for coding agents related to marimo 177 Claude Code, Codex, OpenCode 2 155 tok
gradusnikov/eclipse-chatgpt-plugin Eclipse IDE as an MCP Server for AI Agents 177 Claude Code 6 1,666 tok
jrcruciani/obsidian-memory-for-ai A guide to building persistent AI memory using Obsidian, so your AI assistant knows you wi 177 GitHub Copilot 1 837 tok
oxgeneral/ORCH orch.one One CLI to orchestrate them all. Manage a team of AI agents executing tasks in parallel fr 177 Claude Code 1 1,725 tok
codingagentsystem/cas codingagentsystem.com Multi-agent orchestration for Claude Code. Persistent memory, tasks, rules, and skills tha 177 Claude Code 26 2,157 tok
UiPath/skills This is a repository of skills for interfacing UiPath capabilities to external developers. 177 Claude Code, Codex, OpenCode 3 2,265 tok
AmaniDawn/DGame A framework based on the TEngine framework, modified and expanded with practical extension 177 Claude Code, Codex, OpenCode 6 2,039 tok
jtsylve/re-mcp A headless MCP server for IDA Pro and Ghidra 177 Claude Code 1 1,499 tok
xbfighting/tdx2db Quickly obtain an A-share quantitative database containing daily and various minute-level 177 Claude Code, Codex, OpenCode 3 3,993 tok
selmakcby/knowledge-pipeline Terminal-vibe sunum + LLM-Wiki skill'i. Ham sohbetleri, şemayla disipline edilen büyüyen b 177 Claude Code 1 1,460 tok
aerovato/magic-compact Lossless context compression plugin for Claude Code & OpenCode. 177 Codex, OpenCode 1 165 tok
kky42/codex-as-mcp Convert codex CLI tool to an MCP — unleash the power of GPT-5 177 Claude Code, Codex, OpenCode 2 809 tok
RedWoodOG/Hermes-Desktop Hermes_Desktop 176 Codex, GitHub Copilot, OpenCode 10 12,836 tok
cexll/codex-mcp-server Codex Mcp Server 176 Codex, OpenCode 1 753 tok
comet-ml/comet-examples Examples of Machine Learning code using Comet.ml 176 Claude Code, Codex, OpenCode 3 1,587 tok
ZhangHanDong/claude-code-api-rs A high-performance Rust implementation of an OpenAI-compatible API gateway for Claude Code 176 Codex, OpenCode 1 1,011 tok
lincwang123-bot/moonlit-stories Reusable AI English picture-book workflow with consistent illustrations and local Chatterb 176 Codex, OpenCode 1 435 tok