How real projects configure their agents

1,901 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 agents7,412Data and AI4,299Backend and APIs3,694Languages3,682Planning3,492Git and workflow3,285Code review2,942Memory and context2,581Research2,499Writing and docs2,458Testing2,454Frontend2,420DevOps and cloud2,410Security2,106Productivity2,076Project management1,686

All Claude Code31,991 Codex23,077 OpenCode21,846 GitHub Copilot3,491 Gemini CLI1,901 Cursor1,721 Kiro33 Windsurf25

Project Stars Configures Files Always loaded
gemini-cli-extensions/security Google's Security extension for the Gemini CLI that finds vulnerabilities in your code cha 791 Gemini CLI 1 3,993 tok
MaxBittker/rs-sdk rs-sdk-demo.fly.dev Runescape automation library, optimized for use by coding agents. 790 Claude Code, Codex, Gemini CLI, OpenCode 3 3,421 tok
EC-CUBE/ec-cube ec-cube.net EC-CUBE is the most popular e-commerce solution in Japan 787 Claude Code, Codex, Gemini CLI, OpenCode 23 7,455 tok
MageByte-Zero/spec-superflow npmjs.com An AI programming workflow plugin that combines the OpenSpec planning engine at the source 786 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 3 2,092 tok
vshulcz/deja-vu vshulcz.github.io Memory for coding agents built from the session history already on disk: Claude Code, Code 780 Claude Code, Gemini CLI 2 236 tok
carlrannaberg/claudekit A toolkit of custom commands, hooks, and utilities for Claude Code 761 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 11 6,905 tok
863401402/she-love-me She's Different — Relationship Analysis Room — WeChat chat history relationship analysis A 758 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 988 tok
KiWi233333/JiwuChat blog.jiwuchat.top JiwuChat 🍂 - A lightweight cross-platform instant messaging app with integrated AI assist 743 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 6 9,227 tok
alchaincyf/huasheng_editor editor.huasheng.ai Peanut WeChat Official Account formatter 741 Claude Code, Codex, Gemini CLI, OpenCode 3 13,992 tok
AVIDS2/memorix mem.rglens.com Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Cod 729 Claude Code, Gemini CLI 2 1,919 tok
memex-lab/memex memexlab.ai Open-source, local-first AI journal app for iOS and Android. Capture text, photos, and voi 717 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,568 tok
borghei/Claude-Skills borghei.github.io 368 AI skills, 76 expert agents, and 859 stdlib Python tools for every team: engineering, 714 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 8 9,493 tok
andrehuang/research-companion Strategic research thinking agents for Claude Code — idea evaluation, project triage, and 713 Claude Code, Gemini CLI 4
BigSweetPotatoStudio/HyperChat HyperChat is a Chat client that strives for openness, utilizing APIs from various LLMs to 707 Claude Code, GitHub Copilot, Gemini CLI 4 11,778 tok
vybestack/llxprt-code vybestack.dev An open-source multi-provider AI assisted CLI development tool. Use whatever LLM you want 700 Claude Code, Codex, Gemini CLI, OpenCode 5 155 tok
devoxx/DevoxxGenieIDEAPlugin genie.devoxx.com DevoxxGenie is an agentic plugin for IntelliJ IDEA that uses local LLM's (Ollama, LMStudio 679 Claude Code, Codex, Gemini CLI, OpenCode 3 4,391 tok
Olshansk/rss-feeds Generate RSS feeds for all the blogs that don't have one 677 Claude Code, Codex, Gemini CLI, OpenCode 6 3,331 tok
jame581/GodotPrompter Agentic skills framework for Godot 4.x. Domain-specific skills for AI coding agents (Claud 675 Claude Code, Codex, Gemini CLI, OpenCode 5 1,683 tok
Gracker/SmartPerfetto AI-assisted Perfetto analysis with Web UI, CLI, evidence workflows, reports, and portable 672 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 12 5,967 tok
nubenetes/awesome-kubernetes nubenetes.com A curated list of awesome references collected since 2018. 669 Claude Code, Gemini CLI 3 13,728 tok
use-novamira/novamira novamira.ai MCP server that gives AI agents full access to WordPress through PHP execution and filesys 655 Claude Code, Codex, Gemini CLI, OpenCode 4 298 tok
emiliaprotocol/emilia-protocol emiliaprotocol.ai Authority control plane for autonomous work. EMILIA Gate enforces finite customer-owned ma 649 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,680 tok
truffle-ai/dexto dexto.ai Agent harness and tookit for building AI agents and agentic applications. CLI and SDKs inc 648 Claude Code, Codex, Gemini CLI, OpenCode 18 3,618 tok
gemini-cli-extensions/workspace gemini-cli-extensions.github.io Access Google Workspace when using Gemini CLI 636 Gemini CLI 2 265 tok
crisng95/flowkit AI agent can create video content better than you. No reason why you do it manually in goo 627 Claude Code, Codex, Gemini CLI, OpenCode 38 4,753 tok
s2-streamstore/cachey cachey.dev Read-through cache for object storage 617 Claude Code, Codex, Gemini CLI, OpenCode 3 351 tok
redis/mcp-redis redis.io The official Redis MCP Server is a natural language interface designed for agentic applica 615 Gemini CLI 1 1,534 tok
provos/ironcurtain ironcurtain.dev A secure* runtime for autonomous AI agents. Policy from plain-English constitutions. (*htt 601 Claude Code, GitHub Copilot, Gemini CLI 10 9,002 tok
YoungCan-Wang/WyckoffTradingAgent youngcan-wang.github.io Open-source Wyckoff trading agent and AI stock screener for volume-price analysis, A-share 598 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 6 2,769 tok
scanaislop/aislop scanaislop.com Catch and fix the code-quality issues AI coding agents leave behind - dead code, unsafe ca 597 Claude Code, Codex, Gemini CLI, OpenCode 3 1,795 tok
aitytech/agentkits-marketing Enterprise-grade AI marketing automation for Claude Code, Cursor, GitHub Copilot, and any 596 Claude Code, Gemini CLI 3 3,610 tok
MaxFreedomPollard/Compartment maxfreedompollard.github.io Encrypted, fully offline agentic memory. One click install, GUI w/ memory map, all OS and 592 Gemini CLI 1 613 tok
7toCR/paper2patent 📄→💡 Paper2Patent: An intelligent paper-to-patent template library for translating resear 573 Claude Code, Codex, GitHub Copilot, Gemini CLI 4 601 tok
obra/the-elements-of-style William Strunk Jr.'s Elements of Style (1918) in markdown format for AI agents 559 Gemini CLI 1 21 tok
WoJiSama/skill-based-architecture A meta-skill that produces skills. Point it at any codebase and it distills the project's 554 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 7 2,454 tok
umutxyp/Seo-Promt-Master 🔍 Google SEO's full docs as an AI prompt machine — drop it into your AI assistant to map 546 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 2,041 tok
openshift/hypershift hypershift.pages.dev Hyperscale OpenShift - clusters with hosted control planes 540 Claude Code, Codex, Gemini CLI, OpenCode 30 1,103 tok
gemini-cli-extensions/code-review Google's Code Review extension for the Gemini CLI that reviews your code changes 531 Gemini CLI 1 95 tok
allenhutchison/obsidian-gemini allenhutchison.github.io An obsidian plugin to interact with Google Gemini 523 Claude Code, Codex, Gemini CLI, OpenCode 11 7,903 tok
nirholas/XActions xactions.app ⚡ The Complete X/Twitter Automation Toolkit — Scrapers, MCP server for AI agents (Claude/G 510 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 11 8,439 tok
JustinBeckwith/retry-axios 🦖 A super flexible interceptor for Axios that makes it easy to retry requests. 510 Codex, Gemini CLI, OpenCode 2 2,313 tok
oculus-samples/Unity-PassthroughCameraApiSamples A Sample Project for Passthrough Camera API in Unity. 507 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,028 tok
ooples/token-optimizer-mcp Measure token savings per AI coding agent, optimize context, and share a live local knowle 507 Gemini CLI 1 293 tok
duckbugio/flock roost.duckbug.io Autonomous AI dev-team bot 505 Claude Code, Codex, Gemini CLI, OpenCode 4 393 tok
hyperledger-iroha/iroha docs.iroha.tech Iroha: A cutting-edge, enterprise-grade decentralized ledger 488 Codex, Gemini CLI, OpenCode 2 4,455 tok
pretend1111/claude-desktop-app Desktop AI assistant powered by Claude API 487 Gemini CLI 1 644 tok
managedcode/dotnet-skills skills.managed-code.com Installable .NET skill catalog and CLI for Codex, Claude Code, GitHub Copilot, and Gemini. 477 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 13,858 tok
ericboy0224/learn-docker-and-k8s Interactive AI-driven game to learn Docker, Linux, networking & Kubernetes. Open in Claude 473 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 14 796 tok
josstei/maestro-orchestrate josstei.github.io Multi-agent orchestration platform for Gemini CLI, Claude Code, Codex, and Qwen Code — 39 461 Claude Code, Gemini CLI 1 3,981 tok
PleasePrompto/ductor ductor.dev Control Claude Code, Codex CLI and Gemini CLI from Telegram. Live streaming, persistent me 454 Claude Code, Codex, Gemini CLI, OpenCode 3 5,146 tok