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
ab604/claude-code-r-skills Claude Code configurations for R development. 213 Claude Code 9 —
atomgit-atomcode/atomcode atomcode.atomgit.com An open-source alternative to Claude Code. Connect any LLM, edit code, run commands, and v 213 Codex, OpenCode 1 4,932 tok
leshkodev/freetube freetube.io Native SwiftUI YouTube client for iOS. Cookie-based auth, AVPlayer, offline downloads. 213 Claude Code 1 9,979 tok
NicholasSpisak/claude-code-subagents 213 Claude Code 1 819 tok
Kayforkind/reimagine-it kayforkind.github.io Kayforkind Content-Derived Design CLI. HTML in, standalone HTML out from the source's own 213 Claude Code, Codex, OpenCode 1 1,130 tok
prirai/nira-browser Android browser with multiple profiles, PWAs, extension and tab groups based on Geckoview 213 GitHub Copilot 1 2,503 tok
f1nalspace/final_game_tech Game related libraries written in C/C++ written by T. Spaete 212 Claude Code 1 211 tok
agentlogs/agentlogs agentlogs.ai Collaboration in the age of agentic engineering 212 Claude Code, Codex, OpenCode 2 1,039 tok
iusztinpaul/squid The Software Factory 212 Claude Code, Codex, OpenCode 2 2,348 tok
Cesarjoquin/Marketing-Skills AI agent Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, 212 Claude Code, Codex, OpenCode 2 2,165 tok
dylanroscover/Embody embody.tools The most comprehensive MCP toolkit for TouchDesigner 212 Claude Code, Codex, OpenCode 2 5,453 tok
dualverse-ai/station dualverse.ai The Station is an open-world multi-agent environment where AI agents pursue autonomous sci 212 Claude Code, Codex, Gemini CLI, OpenCode 3 7,604 tok
nwiizo/nippo crates.io Daily report management repository. 212 Claude Code, Codex, OpenCode 2 423 tok
miuuyy/Clew clew.my AI learning harness with interactive maps of topics and prerequisites. Available as a Chat 212 Claude Code, Codex, OpenCode 3 1,313 tok
Dicklesworthstone/coding_agent_account_manager Sub-100ms auth switching for AI coding CLIs (Claude Code, Codex, Gemini, Grok, Cursor, and 212 Codex, OpenCode 1 9,388 tok
hyprmcp/jetski Authentication, analytics, and prompt visibility for MCP servers with zero code changes. S 212 Claude Code 1 1,374 tok
Claude-Reverser/IDA-instances-MCP Custom build of ida-pro-mcp - stability-hardened MCP server for hosting headless IDA Pro i 212 Claude Code 1 1,135 tok
rajudandigam/agent-inspect agentinspect.vercel.app Local evidence debugger and trajectory-test toolkit for TypeScript AI agents: inspect caus 211 Codex, Cursor, OpenCode 2 2,200 tok
alexei-led/k8s-mcp-server K8s-mcp-server is a Model Context Protocol (MCP) server that enables AI assistants like Cl 211 Claude Code 1 1,008 tok
dilolabs/nosia hub.docker.com Self-hosted AI RAG + MCP Platform 211 Claude Code, Codex, OpenCode 25 7,549 tok
Enriquefft/openclaw-kapso-whatsapp Give your OpenClaw AI agent a WhatsApp number. Official Meta Cloud API via Kapso. No ban r 211 Claude Code 1 540 tok
4xian/claude-codex-api ccapi - A management tool for quickly switching Claude Code and Codex configurations | A t 211 Claude Code 1 1,734 tok
agentjido/jido_ai jido.run AI integration layer for Jido agents with LLM orchestration and reasoning strategies. 211 Claude Code, Codex, OpenCode 2 462 tok
yoloshii/ClawMem On-device memory layer for AI agents. Claude Code, OpenClaw and Hermes. Hooks + MCP server 211 Claude Code, Codex, OpenCode 2 8,770 tok
adrianco/retort Platform Evolution Engine. Distill the best from the combinatorial mess. 211 Claude Code 2 3,381 tok
azrtydxb/procoder procoder.azrty.com Senior-developer discipline for AI coding agents. A commit gate that counts unchecked as f 211 Codex, GitHub Copilot, Kiro, OpenCode 7 12,837 tok
techygarg/lattice techygarg.github.io Install engineering discipline into any AI coding assistant. Composable skills for design, 211 Claude Code, Codex, OpenCode 3 148 tok
kdroidFilter/Zayit zayitapp.com Zayit is a free app to read, search, and explore Jewish study texts. Built for study: fast 211 Claude Code, Codex, OpenCode 2 4,088 tok
resend/resend-skills Agent Skills for working with Resend to send and receive emails. 211 Claude Code, Codex, OpenCode 2 174 tok
pachterlab/paperpush 📝 Automated manuscript validation and submission portal completion 211 Claude Code, Codex, OpenCode 1 6,385 tok
besoeasy/yantr yantr.org A self-hosted homelab app store for rootless Podman — runs alongside your OS, not instead 211 Codex, OpenCode 1 3,630 tok
ai-zixun/humanizer-zh `humanizer-zh` is a Chinese de-AI-style skill compatible with Codex, Claude Code, and Open 211 Claude Code 1 76 tok
nexxeln/opencode-config my opencode config 210 Codex, OpenCode 1 691 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
iishyfishyy/operator-oss getoperator.dev Run many Claude Code (or Codex) sessions in parallel — across every project — from one scr 210 Claude Code 1 3,791 tok
Dicklesworthstone/meta_skill Local-first skill management platform for AI coding agents: dual SQLite+Git persistence, s 210 Codex, OpenCode 1 10,606 tok
chaitin/OctoBus chaitin.github.io A secure local gateway for AI agents to reliably call approved enterprise APIs, tools, and 210 Codex, OpenCode 1 739 tok
RobThePCGuy/Claude-Patent-Creator USPTO patent creation system with MCP server + Claude Code plugin. Hybrid RAG search over 210 Claude Code 1 5,566 tok
junevm/splathash junevm.github.io 16 bytes fixed size image placeholder, an alternative to blurhash and thumbhash 210 Claude Code, Codex, GitHub Copilot 4 29 tok
Joouis/agent-maestro marketplace.visualstudio.com Turn VS Code into your compliant AI playground! With Agent Maestro, spin up Cline or Roo o 210 Claude Code, Codex, OpenCode 3 1,512 tok
LeonMusCoden/LetterFeed Convert email newsletters into RSS feeds 210 Gemini CLI 1 4,254 tok
gurgeous/table_tennis A Ruby library for printing stylish tables in your terminal. 209 Codex, OpenCode 1 294 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
dariushoule/x64dbg-skills Claude Code plugin providing skills for x64dbg debugger automation 209 Claude Code 1 503 tok
GeniusHu-tgty/Open-tgtylab A security research workbench integrating reverse engineering, CTF, mobile security, and W 209 Claude Code, Codex, OpenCode 3 11,592 tok
FinAegis/core-banking-prototype-laravel finaegis.org Open-source core banking platform — 61 DDD domains with event sourcing, CQRS, and a schema 209 Claude Code, Codex, OpenCode 2 9,349 tok
Verified-zkEVM/clean clean.zksecurity.xyz Lean circuit DSL 209 Claude Code, Codex, OpenCode 2 3,450 tok
Digital-Process-Tools/claude-remember Persistent memory for Claude Code — identity, context, and continuity across sessions 209 Claude Code, Gemini CLI 5 488 tok
strands-labs/robots strands-labs.github.io Control robots and physical hardware with natural language through Strands Agents. 209 Codex, OpenCode 1 4,143 tok
engasnm111/lnwjud lnwjud — local AI-agent runtime & MCP gateway 209 Claude Code, Codex, OpenCode 8 2,502 tok