How real projects configure their agents

23,702 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
SpillwaveSolutions/document-specialist-skill Claude Code Skill. AI-powered software documentation automation. Professional software doc 53 Claude Code, Codex, OpenCode 2 151 tok
dzhng/duet-agent An opinionated full-stack agent harness with native memories, long running tasks, and mult 53 Claude Code, Codex, OpenCode 28 1,540 tok
Eikanya/UnityDemosaic Unity high-performance mosaic removal BepInEx plugin | Auto mosaic remover for Unity games 53 Codex, OpenCode 1 1,843 tok
WALKERKILLER/Look-Tongji-Notes No longer updated — development has moved to https://github.com/WALKERKILLER/Coursive 53 Codex, OpenCode 1 1,347 tok
alizahidraja/isnad isnadhq.com Grade every agent, scraper and model in a claim's chain — provenance, trust scoring and au 53 Codex, OpenCode 1 207 tok
hyperb1iss/hyperdroid-skill hyperbliss.tech Agent skills for Android and custom ROMs 53 Claude Code, Codex, OpenCode 1 811 tok
entireio/external-agents ⚙️ This repository contains standalone external agent binaries that extend the Entire CLI 53 Claude Code, Codex, OpenCode 10 478 tok
Walker152/navi_minco_bit 2026 latest developed navigation stack based on minco and super 53 Codex, OpenCode 1 5,879 tok
surendranb/writing-skills Procedural writing-style skills for AI agents: official frameworks (plain language, busine 53 Codex, OpenCode 1 513 tok
matheusht/redthread An autonomous red-teaming engine for LLMs. RedThread manages the full security lifecycle: 53 Codex, OpenCode 1 2,019 tok
luizomf/dotfiles youtube.com Otávio Miranda's dotfiles. Almost my entire dev environment lives in this repository. 53 Claude Code, Codex, OpenCode 2 692 tok
karuhun-developer/ecommerce youtu.be A modern, multi-shop e-commerce platform built with Laravel 13, Livewire 4, and Flux UI. I 53 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 22 17,693 tok
salazarsebas/Cougr crates.io ECS framework for on-chain games on Stellar 🎮 53 Claude Code, Codex, OpenCode 34 1,631 tok
janbjorge/rekal pypi.org Long-term memory for LLMs. MCP server backed by hybrid search in a single SQLite file. 52 Claude Code, Codex, OpenCode 2 1,860 tok
ewsun22/codex-manager Local-first desktop control center for OpenAI Codex — sessions, models, tokens, accounts, 52 Codex, OpenCode 1 1,635 tok
2ue/ccman A tool for managing Claude Code + Codex API + GEMINI CLI + OPENCODE provider configuration 52 Claude Code, Codex, OpenCode 11 9,670 tok
hlhr202/Conductor-for-all npmjs.com Bring the Conductor spec-driven development methodology to any coding environment as skill 52 Claude Code, Codex, OpenCode 8 1,066 tok
bradwmorris/open-zeu 52 Claude Code, Codex, OpenCode 2 391 tok
julianromli/droid-factory-template threads.com Droid Factory Template by Faiz Intifada 52 Codex, OpenCode 1 928 tok
BROccoLi-921/AI-testing-evaluation 52 Codex, OpenCode 1 3,023 tok
XDawned/MCPackLocalizer modpack-localization-tools.vercel.app Project initialization 52 Codex, OpenCode 1 1,612 tok
LeeJuOh/claude-code-zero Complete Claude Code plugin marketplace — agents, skills, hooks, commands, rules, MCPs. 52 Claude Code, Codex, OpenCode 3 999 tok
radiantlogicinc/fastworkflow A framework for building large-scale, deterministic, interactive workflows with a fault-to 52 Claude Code, Codex, Cursor, OpenCode 18 2,348 tok
rust-works/succinctly Succinct data structures 52 Claude Code, Codex, OpenCode 19 11,843 tok
openshift/windows-machine-config-operator Windows MCO for OpenShift that handles addition of Windows nodes to the cluster 52 Claude Code, Codex, OpenCode 3 6,997 tok
79E/auto-openai-account Automated registration of OpenAI / ChatGPT accounts 52 Codex, OpenCode 1 995 tok
inureyes/gyeol 52 Claude Code, Codex, OpenCode 2 1,809 tok
forketyfork/architect forketyfork.github.io A flexible terminal grid for multi-agent AI workflows 52 Claude Code, Codex, Gemini CLI, OpenCode 4 6,442 tok
agencia-conversion/agentic-seo-skills Agentic SEO operating system as a Claude Code plugin: project Wiki, DataForSEO workflows, 52 Claude Code, Codex, OpenCode 4 2,382 tok
cvet/fonline-tla FOnline: The Life After 52 Codex, GitHub Copilot, OpenCode 2 1,987 tok
StewBC/cc65-Chess Portable chess game in C. Commodore 64, Apple 2, Atari, Oric, Commander X16, curses termi 52 Codex, OpenCode 1 7,380 tok
seungmanchoi/react-native-fsd-agent-template React Native + Expo template with Feature-Sliced Design (FSD) architecture and AI Agent Ha 52 Claude Code, Codex, OpenCode 4 10,158 tok
gvkhosla/compound-engineering-pi Compound engineering extension for Pi coding agent workflows. 52 Claude Code, Codex, OpenCode 3 3,221 tok
pinebasedev/svelteflare svelteflare.com A SvelteKit, Hono and Cloudflare SaaS boilerplate to launch your next MVP. 52 Claude Code, Codex, OpenCode 2 1,042 tok
nbari/pg_exporter A PostgreSQL metric exporter for Prometheus written in Rust 52 Codex, GitHub Copilot, OpenCode 2 4,054 tok
anoni-net/docs anoni.net In Taiwan, we hope to raise public awareness of the important issues of anonymous networks 52 Claude Code, Codex, OpenCode 11 3,107 tok
AmadeusITGroup/ai-primitives-hub amadeusitgroup.github.io VS Code extension and CLI for managing, sharing, and installing AI primitives (Agents, Ski 52 Claude Code, Codex, Kiro, OpenCode 3 1,360 tok
peterdsp/PromptBar promptbar.peterdsp.dev PromptBar is a SwiftUI application designed for macOS, allowing users to access multiple A 52 Codex, OpenCode 1 1,436 tok
Antonytm/mcp-sitecore-server Model Context Protocol server for Sitecore 52 Claude Code, Codex, OpenCode 2 3,211 tok
aegis-boot/aegis-boot A signed UEFI Secure Boot rescue environment that lets operators pick any ISO from a USB s 52 Codex, OpenCode 1 2,966 tok
double-coding-lab/Flow2Spec double-coding-lab.github.io 52 Claude Code, Codex, Cursor, OpenCode 26 3,206 tok
XuanRanL/loamwright-SEO-Skill loamwrightseo.com Production-grade SEO + GEO content factory for Claude Code — research, write, fact-check, 52 Claude Code, Codex, OpenCode 2 16,086 tok
hffmnnj/goopspec A spec-driven development platform for OpenCode that guides teams through a structured 5‑p 52 Codex, OpenCode 1 6,631 tok
Jyx0208/claude-science-api-bridge A local macOS proxy and installer that connects Claude Science to third-party APIs such as 52 Codex, OpenCode 1 1,090 tok
WW-AI-Lab/any2markdown A high-performance document conversion server supporting both the Model Context Protocol ( 52 Codex, OpenCode 1 829 tok
pipefy/ai-toolkit MCP server, CLI, and agent skills for Pipefy. 52 Codex, OpenCode 1 3,353 tok
tothalex/drift tothalex.github.io Review your working changes like a pull request — in the terminal. Block-scoped live diffs 52 Claude Code, Codex, OpenCode 2 1,550 tok
nkswalih/kraivor Kraivor is an AI-powered system that analyzes real-world codebases and simulates how they 52 Codex, OpenCode 1 300 tok
minghinmatthewlam/computer-use-mcp Open, agent-agnostic MCP server exposing macOS computer use to any MCP client (Claude Code 52 Codex, OpenCode 1 978 tok
WYRE-AI/msp-claude-plugins mcp.wyre.ai The community-driven Claude Code plugin marketplace for MSPs — 70+ plugins across PSA, RMM 52 Codex, OpenCode 1 1,066 tok