How real projects configure their agents

32,116 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
team-telnyx/ai Official one-stop shop for AI Agents and developers building with Telnyx. 214 Claude Code, Codex, Cursor, OpenCode 2 2,810 tok
NatiCha/bunwv 214 Claude Code 1 2,125 tok
FarzamHejaziK/claude-linkedin-assistant Minimal Claude Code workspace for tracking jobs + sending first-DM LinkedIn outreach via t 214 Claude Code 10 1,965 tok
openyida/openyida demo.aliwork.com Your own personal YiDA AI assistant! 214 Claude Code, Codex, OpenCode 8 6,663 tok
Creatorberry/flick creatorberry.com Give it a video or a script. Turn it into a scene-by-scene animations. 214 Claude Code, Codex 1
mduongvandinh/llm-wiki Hệ thống knowledge base cá nhân hoàn toàn tự động, vận hành bởi LLM. Dựa trên pattern LLM 213 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 6,513 tok
alexei-led/k8s-mcp-server K8s-mcp-server is a Model Context Protocol (MCP) server that enables AI assistants like Cl 213 Claude Code 1 1,008 tok
DeckardGer/tanstack-agent-skills TanStack Agent Skills: Best practices for TanStack Query, Router, and Start for AI coding 213 Claude Code, Codex, OpenCode 2 1,286 tok
ykdojo/super-voice-assistant macOS voice assistant with global hotkeys - transcribe speech to text with offline models 213 Claude Code 1 650 tok
elrizwiraswara/flutter_pos A Point of Sale (POS) application built with Flutter, demonstrating Clean Architecture pri 213 Claude Code 1 2,403 tok
EveryInc/hands-on-deck nityesh.com Agent-native PowerPoint manipulation — one CLI lets AI agents inspect, edit, create, and v 213 Claude Code 1 227 tok
NVIDIA/nvcf docs.nvidia.com Platform for deploying and routing GPU-accelerated inference, streaming, and batch workloa 213 Claude Code, Codex, OpenCode 2 5,375 tok
vortezwohl/Autono doi.org A ReAct-Based Highly Robust Autonomous Agent (Harness) Framework. 212 Claude Code 1 1,460 tok
dilolabs/nosia hub.docker.com Self-hosted AI RAG + MCP Platform 212 Claude Code, Codex, OpenCode 25 7,549 tok
inference-gateway/inference-gateway docs.inference-gateway.com An open-source, cloud-native, high-performance gateway unifying multiple LLM providers, fr 212 Claude Code, Codex, OpenCode 5 1,114 tok
ethanhq/cc-fleet 🚢 Run Claude Code's ⚙️ Dynamic Workflows, 👥 Agent Teams & ⚡ Subagents on any third-party 212 Claude Code, Codex, OpenCode 2 3,029 tok
LerianStudio/ring lerian.studio 89 skills and 38 specialized agents that enforce proven engineering practices for AI-assis 212 Claude Code, Codex, OpenCode 2 1,707 tok
Neph0s/Agentopia 212 Claude Code 4
receptron/mulmoterminal receptron.github.io Run multiple Claude Code and Codex sessions in parallel — a browser terminal grid that sho 212 Claude Code 1 5,761 tok
scarletkc/agents Shared standards and reusable skills for Claude Code, Codex CLI, and other AI coding agent 212 Claude Code, Codex, OpenCode 2 708 tok
gotgenes/pi-packages Monorepo for @gotgenes pi packages 212 Claude Code, Codex, OpenCode 17 13,423 tok
NicholasSpisak/claude-code-subagents 212 Claude Code 1 819 tok
finite-sample/rmcp finite-sample.github.io R MCP Server 211 Claude Code 1 4,683 tok
kstenerud/yoloai yoloai.dev Your agent is a security risk, so treat it like one. yoloAI does AI agent sandboxing right 211 Claude Code, Codex, OpenCode 5 4,163 tok
f1nalspace/final_game_tech Game related libraries written in C/C++ written by T. Spaete 211 Claude Code 1 211 tok
roryeckel/wyoming_openai OpenAI-Compatible Proxy Middleware for the Wyoming Protocol 211 Claude Code, Codex, OpenCode 5 824 tok
node9-ai/node9-proxy node9.ai The Execution Security Layer for the Agentic Era. Providing deterministic "Sudo" governanc 211 Claude Code 1 858 tok
maddhruv/absolute Absolute Skills to 10x your Development Lifecycle 211 Claude Code 1 786 tok
a7t-ai/poirot poirot.fyi A native macOS companion for Claude Code that lets you browse sessions, explore diffs, and 211 Claude Code 1 38 tok
aouicher/graphmind getgraphmind.com Local-first code intelligence for AI assistants. Turns your codebase into a knowledge grap 211 Claude Code 1 811 tok
jmagly/aiwg aiwg.io Cognitive architecture for AI-augmented software development. Specialized agents, structur 211 Claude Code, Codex, OpenCode, Windsurf 3 715 tok
AgriciDaniel/claude-shorts skool.com Interactive longform-to-shortform video creator — Claude Code skill with Remotion-rendered 211 Claude Code 1 420 tok
guaardvark/guaardvark guaardvark.com The self-hosted AI studio: local video, image, music, voice, LoRA training, coding swarms, 211 Claude Code, Codex, OpenCode 16 802 tok
hyprmcp/jetski Authentication, analytics, and prompt visibility for MCP servers with zero code changes. S 211 Claude Code 1 1,374 tok
microsoft/Agents-for-python This repository is for active development of the Microsoft 365 Agent SDK components for Py 211 Claude Code 1 2,895 tok
johunsang/semble_rs Fast, AI-agent-native code search in Rust — hybrid BM25 + semantic, Tree-sitter AST chunki 210 Claude Code, Codex, OpenCode 2 1,239 tok
smartcomputer-ai/agent-os Build autonomous AI agents! 🌞 210 Claude Code, Codex, OpenCode 2 2,402 tok
FerroxLabs/ijfw npmjs.com IJFW — It Just F*cking Works. Ferrox Labs' local-first infrastructure for AI coding agents 210 Claude Code, Codex, GitHub Copilot, OpenCode 3 7,538 tok
CartoDB/analytics-toolbox-core A set of UDFs and Procedures to extend BigQuery, Snowflake, Redshift, Postgres and Databri 210 Claude Code 1 575 tok
modem-dev/baudbot Multiplayer, always-on AI dev assistant built on Pi - like OpenClaw but for your whole tea 210 Claude Code, Codex, OpenCode 2 1,464 tok
JayCRL/MobileVC mobilevc.top Turn your phone into the control center for an AI coding assistant CLI session (Claude or 210 Claude Code 4 684 tok
yoloshii/ClawMem On-device memory layer for AI agents. Claude Code, OpenClaw and Hermes. Hooks + MCP server 210 Claude Code, Codex, OpenCode 2 7,239 tok
akiselev/ghidra-cli Automate Ghidra reverse engineering from the command line — headless analysis, decompilati 210 Claude Code, Codex, OpenCode 4 767 tok
samber/cc-skills skills.sh 🧑‍🎨 A collection of agentic skills that works 210 Claude Code 1 15,385 tok
petabridge/memorizer Vector-search powered agent memory MCP server 210 Claude Code 1 595 tok
ferdinandobons/AWSBedrockAgentCoreSkill Authoritative, source-cited Claude Code plugin/skill that lets a coding agent autonomously 209 Claude Code 1 727 tok
malpern/VoxClaw malpern.github.io Give OpenClaw a voice — Let your agent speak from any Mac on your network 209 Claude Code, Codex, OpenCode 48 2,484 tok
spire-studio/cloakbot A privacy-first AI agent that sanitizes your prompts locally with a local LLM before forwa 209 Claude Code, Codex, OpenCode 2 770 tok
aplaceforallmystuff/mcp-arr MCP server for *arr media management suite 209 Claude Code, Codex, Gemini CLI, OpenCode 3 817 tok
Garudex-Labs/caracal caracal.run 🐾 Authority, not credentials, for AI agents: policy-approved actions, delegation that can 209 Claude Code, GitHub Copilot 19 4,434 tok