How real projects configure their agents

43,547 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
antflydb/antfly antfly.io 429 Claude Code 1 1,224 tok
AFK-surf/OpenBridge openbridge.bridge.surf A free, safe and open agent for everything. Alternative to Claude Cowork & Codex. Open Bri 429 Claude Code, Codex, OpenCode 2 1,166 tok
atomicstrata/atomicmemory docs.atomicstrata.ai Portable semantic memory for AI agents: core engine, TypeScript SDK, framework adapters, M 428 Claude Code, Codex, Gemini CLI, OpenCode 3 2,392 tok
OnlyTerp/UltraCode-Shim Give Claude Code's ultracode mode to ANY model you already pay for. A tiny local proxy + o 428 Codex, OpenCode 1 2,489 tok
YoanWai/agent-manager agent-manager.dev The fastest workflow for every AI coding agent. Live status, quick prompts, worktrees, and 428 Codex, OpenCode 1 1,290 tok
gentoo-zh/overlay gentoozh.org Overlay for Gentoo Users. 427 Codex, OpenCode 1 4,384 tok
TypedDevs/bashunit bashunit.com A simple yet powerfull testing library for bash scripts. 427 Claude Code 13
nimrodfisher/data-analytics-skills A comprehensive list of Claude skills for a wide range of data analytics tasks 427 Claude Code 1 981 tok
jasonjgardner/blockbench-mcp-plugin jasonjgardner.github.io Adds MCP server to Blockbench 427 Claude Code, Codex, GitHub Copilot, OpenCode 14 2,984 tok
wbailey/command_line_reporter A gem for making it easy to produce a report while a ruby script is executing 426 Codex, OpenCode 1 480 tok
redis/redis-vl-python docs.redisvl.com Redis Vector Library. The AI-native Python client for Redis. 426 Claude Code 1 1,033 tok
Jia-Ethan/grok-keysmith Preview-first Grok Build instruction deployment with compat and hook isolation, durable re 426 Codex, OpenCode 1 822 tok
angiejones/mcp-selenium An MCP implementation for Selenium WebDriver 426 Codex, OpenCode 1 948 tok
grll/mcpadapt grll.github.io Unlock 650+ MCP servers tools in your favorite agentic framework. 425 Claude Code 1 298 tok
alirezarezvani/ClaudeForge A CLAUDE.md Generator and Maintenance tool for for Claude Code to create high-quality CLAU 425 Claude Code 5 964 tok
Ngxba/claude-code-cli-ui An intuitive interface to create, orchestrate, and monitor Claude-based code agents for au 425 Claude Code 1 4,400 tok
code-yeongyu/senpi pi had nothing (nothing), so I made something (something) — sorry mariozechner-senpai, I w 425 Claude Code, Codex, OpenCode 5 4,635 tok
QingquanYao/xilinx-skill Xilinx/AMD FPGA & MPSoC Vivado design skill for Claude — covers block design, IP config, X 425 Codex, OpenCode 1 656 tok
seo-skills/seo-audit-skill seomator.com A comprehensive SEO audit command-line tool with 332 audit rules across 20 categories. Ana 425 Codex, OpenCode 1 1,702 tok
halofyai/halofy halofy.ai Halofy is the open access and governance layer for AI agents across your organization. Ide 424 Codex, OpenCode 1 1,533 tok
Prof-Harita/terminaI terminai.org Open-source, local-first alternative to Cowork-style computer assistants: real PTY termina 424 Codex, Gemini CLI, OpenCode 9 8,528 tok
mondaycom/mcp monday.com Enable AI agents to work reliably - giving them secure access to structured data, tools to 424 Claude Code, Cursor 2
Noelo-Lab/kuna kuna.noelo.org An agent-first decompiler designed to be refined by other agents. Kuna is written in Rust 424 Claude Code, Codex, OpenCode 2 8 tok
OasAIStudio/symphony-ts Typecript version of https://github.com/openai/symphony 423 Codex, OpenCode 1 899 tok
brobertsaz/claude-os 423 Claude Code 1 1,963 tok
adithyan-ak/AgentHound agenthound.io Offensive security framework for AI agent infrastructure - recon, credential looting, mode 423 Claude Code 2 1,136 tok
mckinsey/agents-at-scale-ark mckinsey.github.io Provider-agnostic operations for agentic resources. ARK codifies patterns and practices de 423 Claude Code, Cursor 46 2,979 tok
joshukraine/dotfiles jsua.co :round_pushpin: My dotfiles for macOS using Neovim, Zsh, and Ghostty + Tmux 422 Claude Code 2 1,601 tok
vega/vegafusion vegafusion.io Serverside scaling for Vega and Altair visualizations 422 Claude Code 1 407 tok
vtroisWhite/andrej-karpathy-skills Chinese translation: https://github.com/forrestchang/andrej-karpathy-skills 422 Claude Code 1 522 tok
MeroZemory/ida-multi-mcp Multi-instance IDA Pro MCP server — analyze multiple binaries simultaneously through a sin 422 Codex, OpenCode 1 183 tok
professorpalmer/Puppetmaster Provider-neutral control plane for durable-state agent swarms: subprocess workers, leases, 422 Codex, OpenCode 1 4,607 tok
zhoushoujianwork/easyeda-agent jlc-ext.com EasyEDA Pro automation: the hands of your AI harness — typed schematic/PCB actions via CLI 422 Claude Code 1 5,517 tok
mutable-state-inc/ensue-skill https://ensue.dev 422 Claude Code 1
LimHyungTae/awesome-claudecode-paper-proofreading Claude Code-driven research paper proofreading prompt 421 Codex, OpenCode 1 1,274 tok
stephenleo/cship cship.dev ⚡ A beautiful, fully customizable statusline for Claude Code - Starship-style TOML config, 421 Claude Code, Codex, OpenCode 2 433 tok
hezo-ai/hezo hezo.ai Your own team of AI agents. Built to deliver. 420 Claude Code, Codex, OpenCode 2 7,801 tok
OrionStarAI/EasyCode easycode.bot Easy Code (formerly DeepV Code) — A highly customizable AI coding assistant compatible wit 420 Codex, OpenCode 1 278 tok
cwinvestments/memstack memstack.pro Structured skill framework for Claude Code. 130 skills, persistent memory, TokenStack comp 420 Claude Code 8 773 tok
chattymin/PokeTokenBar chattymin.github.io Use your tokens to raise, evolve, and collect Pokémon! 🥚 420 Claude Code, Codex, OpenCode 2 2,211 tok
notque/vexjoy-agent vexjoy.com VexJoy AI Agent with Intelligent Routing - /do routes plain-English requests to the right 419 Claude Code 12 859 tok
pax-beehive/paxm Persistent, provider-neutral memory for Codex, Claude Code, OpenCode, Pi, and MCP coding a 418 Claude Code, Codex, OpenCode 2 582 tok
shannhk/llm-wikid Karpathy-style LLM knowledge base for Obsidian. Clone, run Claude Code, start building you 417 Claude Code 10 2,992 tok
matty69v/Bug-Bounty-Agents m-sec.tech AI-Powered Agents for Bub-Bounty Pentesting and Red-Teaming purposes 417 Codex, OpenCode 1 1,166 tok
prisma/prisma-next ⛔ Moved to prisma/prisma — Prisma Next development continues there under the name Prisma O 417 Claude Code, Codex, OpenCode 6 2,674 tok
DataDog/dd-trace-rb docs.datadoghq.com Datadog's client library for Ruby 416 Claude Code 2
Aspegio/nelson Organisation for Claude Code inspired by time-tested Royal Navy operating procedures. 416 Claude Code, Codex, OpenCode 2 1,032 tok
kubara-io/kubara kubara.io kubara is a single binary CLI tool written in Go providing a lightweight framework for boo 416 Claude Code, Codex, OpenCode 2 869 tok
dsifry/metaswarm A self-improving multi-agent orchestration framework for Claude Code, Gemini CLI, and Code 416 Claude Code, Codex, Gemini CLI, OpenCode 12 4,024 tok
1mancompany/OneManCompany 1mancompany.github.io Build Your Agent Company with OMC 416 Claude Code 2 365 tok