How real projects configure their agents

22,145 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
feiskyer/openclaw-kubernetes Kubernetes helm chart for OpenClaw (former Moltbot/Clawdbot) 24 Claude Code, Codex, OpenCode 2 4,564 tok
abhishekgahlot2/pi-dsh abhishekgahlot2.github.io Pi coding-agent harness with durable sessions, causal history, reversible components, and 24 Claude Code, Codex, OpenCode 2 1,443 tok
vinodhini-sd/build-with-coco 24 Codex, OpenCode 1 1,959 tok
bishopZ/2026-Boilerplate bishopz.com A local-first React/Typescript web app boilerplate for 2026. A family of frontend technolo 24 Codex, OpenCode 1 1,506 tok
ArcadeAI/docs docs.arcade.dev Documentation for Arcade AI 24 Claude Code, Codex, Cursor, OpenCode 4 1,673 tok
zhiweio/data-driven-ai-guide zhiweio.github.io Teach Data Engineers How to Think AI. 24 Codex, OpenCode 1 688 tok
rohoswagger/ez-stack The Stacked PR CLI for agents - Manage worktrees, atomic PRs, and more all from the CLI 24 Claude Code, Codex, OpenCode 2 6,439 tok
kevinslin/agstack LLM Skills 24 Codex, OpenCode 1 142 tok
mpsuesser/pi-effect-harness npmjs.com Enforce Effect-first code standards as part of the agent loop 24 Codex, OpenCode 1 1,252 tok
Rai220/my-health-public Personal health record system in Markdown with AI assistant support 24 Codex, OpenCode 1 3,431 tok
sinanata/unreal-umg-design-system A drop-in design system for Unreal Engine UMG: design tokens, themed C++ widgets, 120 vect 24 Codex, GitHub Copilot, OpenCode 2 3,632 tok
lihaozheCharlie/TwhWiki the-way-here: turn scattered diaries into an indexable map of your life. 24 Codex, OpenCode 1 1,061 tok
vitotafuni/bemyagent BEMYAGENT is a lightweight, self-bootstrapping protocol designed to initialize AI-assisted 24 Codex, OpenCode 1 16 tok
afx-team/evjs afx-team.github.io A react full-stack framework. 24 Codex, OpenCode 1 1,226 tok
JKorf/Mexc.Net cryptoexchange.jkorf.dev C#/.NET client library for the Mexc.com cryptocurrency exchange REST and WebSocket APIs, s 24 Codex, GitHub Copilot, OpenCode 2 3,163 tok
fiberplane/mcp-gateway Gateway for inspecting and auditing your MCP servers 24 Claude Code, Codex, OpenCode 2 5,849 tok
oyg123less/sub2api-desktop A Windows Codex desktop gateway based on sub2api and incorporating the CCSwitch experience 24 Codex, OpenCode 1 614 tok
yaoyouzhong/boss-resume-filter yaoyouzhong.github.io A local-first recruitment screening workspace | Click the Website below for the product de 24 Claude Code, Codex, OpenCode 2 19,610 tok
Dicklesworthstone/frankengraphdb A blank-slate, memory-safe, ultra-high-performance property-graph database in Rust — unifi 24 Codex, OpenCode 1 7,813 tok
pavelzw/skill-forge prefix.dev A place to store coding agent skills. 24 Codex, OpenCode 1 613 tok
Xiaxia1997/mini-claude-code-python Python implementation of coding agent core mechanisms, with architecture comparison across 24 Codex, OpenCode 1 608 tok
veerps57/memento runmemento.com A local-first, LLM-agnostic memory layer for AI assistants 24 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,591 tok
rayline-ai/rayline rayline.ai Open-source local router for coding agents, connecting Claude Code to cloud and local on-d 24 Claude Code, Codex, OpenCode 2 961 tok
sruja-ai/sruja sruja.ai A CLI-first autonomous coding agent where the actor never grades itself. Every edit is gro 24 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 7,132 tok
galyarderlabs/galyarder-framework galyarderlabs.github.io The framework that powers your Agentic Company 24 Claude Code, Codex, Gemini CLI, OpenCode 3 2,380 tok
deeheber/job-search-agent An agent built with Strands deployed to Amazon Bedrock AgentCore to aid in the job hunt 24 Claude Code, Codex, OpenCode 2 126 tok
K-Dense-AI/rowan-autosearch k-dense.ai Agent-driven molecular optimization over chemical space, using Rowan for property scoring 24 Codex, OpenCode 1 1,763 tok
drunkrhin0/antislop By slop for slop, to remove slop in an AI slop world. 24 Codex, OpenCode 1 4,051 tok
gohypergiant/agent-skills agent-skills.accelint.io A collection of skills for AI coding agents. Skills are packaged instructions and scripts 24 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,658 tok
nagisa77/OpenBoringBar OpenBoringBar is an open-source implementation inspired by [boringbar.app](https://boringb 24 Codex, OpenCode 1 1,735 tok
TencentCloudAgentRuntime/ags-cookbook Agent Runtime samples and scripts for quick start 24 Codex, OpenCode 1 124 tok
oceanjustinlin/qimen qimendao.com AI-based Qimen Dunjia online chart generation, situation analysis, conclusion analysis, an 24 Claude Code, Codex, OpenCode 7 829 tok
tsuru0805/idea-to-merge An automated development template covering the workflow from idea to implementation, with 24 Codex, OpenCode 1 1,195 tok
growthenginenowoslawski/autoclaybuilder growthenginenowoslawski.github.io Builds Clay tables — correctly, verifiably, the first time. Plan-gated; cloning is the cal 24 Claude Code, Codex, OpenCode 2 2,963 tok
EthereumPhone/PQ1 24 Claude Code, Codex, OpenCode 3 15,994 tok
dimitar-grigorov/mcp-file-tools MCP server for file operations on non-UTF-8 text: detects the encoding from the bytes, han 24 Claude Code, Codex, OpenCode 2 948 tok
cleanunicorn/earheart Talk to your coding agents — press a hotkey, speak your prompt, and it lands in Claude Cod 24 Codex, OpenCode 1 3,941 tok
Lzh-xbccz/hermes-finance A multi-market financial analysis framework for AI Agents: MCP + Skills dual entry points, 24 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,649 tok
tech-leads-club/nj-mmo A fully playable, low-poly 3D MMORPG that runs entirely in your browser — an authoritative 24 Codex, Cursor, OpenCode 3 1,182 tok
zensation-ai/zenbrain zensation.ai Agent memory for LLM agents: 7 neuroscience-inspired layers (working, episodic, semantic, 24 Codex, OpenCode 1 1,133 tok
aiappsgbb/kratos-agent 24 Claude Code, Codex, OpenCode 2 2,216 tok
kikakkz/wait-agent Agent mux terminal. 24 Claude Code, Codex, OpenCode 2 1,262 tok
MythicAgents/sage Sage is a virtual Mythic agent that that uses an AI agentic system to operate Mythic and M 24 Claude Code, Codex, OpenCode 6 11,687 tok
Sunrisepeak/mbun Rewrite Bun in MC++ - Just for fun 24 Claude Code, Codex, OpenCode 7 112 tok
sambitcreate/Swift-Foundation-Models-Skills A collection of Agent Skills for building iOS/macOS applications with Apple's Foundation M 24 Codex, OpenCode 1 1,534 tok
Alignbase/filegrc filegrc.com Git & file-based SOC 2 24 Codex, OpenCode 1 4,789 tok
heihei999/huasheng-mcp An MCP problem-solving assistant based on Huasheng Shisan's civil service exam methodology 24 Claude Code, Codex, OpenCode 2 1,522 tok
TadMSTR/searxng-mcp npmjs.com Private web search MCP: SearXNG metasearch → ML reranking → 4-tier fetch cascade (Firecraw 24 Codex, OpenCode 1 1,760 tok
geekjourneyx/geekx-skills jieni.ai AI Agent skills collection by geekjourneyx for agent-compatible coding, creator, and auto 24 Codex, OpenCode 1 1,157 tok
orka-agents/orka orka-agents.github.io 🐋 Cloud and AI-native multi-agent orchestration platform for Kubernetes 24 Claude Code, Codex, OpenCode 10 2,555 tok