How real projects configure their agents

32,066 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 agents7,473Claude Code6,589Data and AI3,693Backend and APIs3,491Languages3,403Planning3,201Git and workflow3,131Code review2,731Memory and context2,354Testing2,335DevOps and cloud2,298Research2,288Writing and docs2,284Frontend2,242Security1,995Productivity1,703

All Claude Code32,066 Codex23,211 OpenCode21,984 GitHub Copilot3,528 Gemini CLI1,908 Cursor1,730 Windsurf104 Kiro70

Project Stars Configures Files Always loaded
nizos/tdd-guard Automated TDD enforcement for Claude Code 2,334 Claude Code 1 1,055 tok
rsyslog/rsyslog rsyslog.com High-performance log ingestion and ETL engine 2,333 Claude Code, Codex, GitHub Copilot, OpenCode 20 6,276 tok
antonbabenko/terraform-skill Terraform & OpenTofu Skill for AI Agents - testing, modules, CI/CD, and production pattern 2,333 Claude Code 1 2,356 tok
0xMassi/webclaw webclaw.io Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data 2,333 Claude Code 1 5,176 tok
Bottelet/DaybydayCRM daybydaycrm.com DaybydayCRM an open-source CRM, to help you keep track of your daily workflow. 2,325 Claude Code, Codex, GitHub Copilot, OpenCode 16 1,632 tok
K-Dense-AI/claude-scientific-writer k-dense.ai A general purpose scientific writer 2,319 Claude Code, Codex, OpenCode 28 10,828 tok
mflux-community/mflux Apple MLX native implementations of state-of-the-art generative image & video models 2,316 Claude Code, Codex, Cursor, OpenCode 11 23 tok
arifszn/gitprofile arifszn.github.io 🚀 Create and publish a GitHub-synced portfolio by just providing your GitHub username. 2,305 Claude Code, Codex, OpenCode 2 1,206 tok
liangdabiao/Seedance2-Storyboard-Generator skillhub.cn In one sentence: The cost of trial and error keeps rising, and prompts have never been mor 2,305 Claude Code 2 1,278 tok
Exa-Networks/exabgp The BGP swiss army knife of networking 2,304 Claude Code 4 4,924 tok
lhfer/claude-howto-zh-cn A comprehensive Claude Code getting-started guide in Chinese. Locally rewritten based on l 2,293 Claude Code 3 990 tok
allenymt/PrivacySentry Android privacy compliance remediation and detection tool using an annotation + ASM byteco 2,290 Claude Code 1 1,561 tok
southleft/figma-console-mcp southleft.com Your design system as an API. Connect AI to Figma for extraction, creation, and debugging. 2,289 Claude Code 3 415 tok
zakirkun/deep-eye Deep Eye orchestrates multiple AI providers (OpenAI, Claude, Grok, Gemini, OLLAMA, Groq, M 2,288 Claude Code, Codex, OpenCode 8 2,919 tok
asuojun/claude-vision-skill 2,284 Claude Code, Codex, OpenCode 2 377 tok
ArnasDon/wacrm wacrm.tech Self-hostable CRM template for WhatsApp — shared inbox, contacts, sales pipelines, broadca 2,284 Claude Code, Codex, OpenCode 2 79 tok
hi-godot/godot-ai Production-grade MCP server and AI tools for the Godot engine. A Snap to install. Totally 2,267 Claude Code, Codex, OpenCode 4 7,573 tok
numman-ali/cc-mirror Create multiple isolated Claude Code variants with custom providers (Z.ai, MiniMax, OpenRo 2,263 Claude Code, Codex, OpenCode 2 2,797 tok
agno-agi/dash agno.com A self-learning data agent built with systems engineering principles. It grounds answers i 2,263 Claude Code 1 2,286 tok
codejunkie99/agentic-stack One brain, many harnesses. Portable .agent/ folder (memory + skills + protocols) that plug 2,254 Claude Code, Codex, Cursor 19
levy-street/world-of-claudecraft worldofclaudecraft.com 2,250 Claude Code, Codex, Gemini CLI, OpenCode 44 8,808 tok
Maintainerr/Maintainerr maintainerr.info Looks and smells like Seerr, does the opposite. A library maintenance tool for Plex, Jelly 2,249 Claude Code 2
openstatusHQ/data-table-filters logs.run Faceted filters, sorting & infinite scroll for React data tables - shadcn/ui + TanStack Ta 2,249 Claude Code, Codex, OpenCode 18 2,299 tok
oh-my-mermaid/oh-my-mermaid Turn complex codebases into clear, navigable architecture diagrams with Claude Code. 2,248 Claude Code 1 311 tok
AmberLJC/LLMSys-PaperList Large Language Model (LLM) Systems Paper List 2,247 Claude Code 1 1,510 tok
apconw/Aix-DB Aix-DB is based on the LangChain/LangGraph frameworks and combines an MCP Skills multi-age 2,245 Claude Code 1 1,430 tok
tsingyuai/scientify Automatic and end-to-end scientific research workflow enabled by OpenClaw. Produces state- 2,243 Claude Code 1 1,896 tok
rcortx/kiwiq Production-grade multi-agent orchestration platform - JSON-defined agents, multi-tier memo 2,243 Claude Code 2 5,206 tok
Wirasm/prp Prompts, workflows and more for agentic engineering 2,242 Claude Code, Codex, OpenCode 37 1,888 tok
Kocoro-lab/Shannon shannon.run A production-oriented multi-agent orchestration framework. 2,237 Claude Code 1 1,717 tok
tractorjuice/arc-kit arckit.org The Enterprise Architecture Governance Harness — strategy, architecture, delivery, and ass 2,226 Claude Code, Codex, OpenCode 8 10,496 tok
AmoyLab/Unla 🧩 MCP Gateway - A lightweight gateway service that instantly transforms existing MCP Serv 2,222 Claude Code, Cursor 2 1,361 tok
getkimchi/kimchi kimchi.dev Terminal coding agent powered by Kimchi's multi-model orchestration 2,219 Claude Code, Codex, OpenCode 1 2,161 tok
jnMetaCode/agency-orchestrator ao.aiolaola.com 🚀 One sentence → your one-person company of AI experts → complete deliverable in minutes. 2,217 Claude Code 1 6,570 tok
cozystack/cozystack cozystack.io Cozystack: Free Cloud Platform based on Kubernetes 2,213 Claude Code 2
mrgoonie/claudekit-skills claudekit.cc All powerful skills of ClaudeKit.cc! 2,213 Claude Code 52 738 tok
felinics/Memoh memoh.ai ✨ The open-source multi-agent platform. Every agent gets its own computer, desktop, networ 2,212 Claude Code, Codex, OpenCode 7 9,027 tok
phuryn/claude-usage productcompass.pm A local dashboard for tracking your Claude Code token usage, costs, and session history. P 2,209 Claude Code, Codex, OpenCode 3 4,107 tok
NVIDIA-NeMo/DataDesigner docs.nvidia.com 🎨 NeMo Data Designer: Generate high-quality synthetic data from scratch or from seed data 2,205 Claude Code, Codex, OpenCode 12 919 tok
louislva/claude-peers-mcp Allow all your Claude Codes to message each other ad-hoc! 2,204 Claude Code 1 1,008 tok
Infisical/agent-vault docs.agent-vault.dev A HTTP credential proxy and vault for AI agents like Claude Code, OpenClaw, Hermes, custom 2,201 Claude Code, Codex, OpenCode 4 3,229 tok
ScrapeCreators/social-media-research-skills scrapecreators.com AI agent skills for social media research. Outlier posts, comment mining, competitor teard 2,199 Claude Code, Codex, OpenCode 2 332 tok
QoderAI/better-harness qoderai.github.io An open-source Harness Engineering platform for coding agents—define harnesses as code, ru 2,198 Claude Code, Codex, OpenCode 5 2,535 tok
OpenIPC/firmware openipc.org Alternative IP Camera firmware from an open community 2,190 Claude Code, Codex, OpenCode 2 4,952 tok
Draculabo/AntigravityManager Antigravity Manager is a powerful Electron-based application designed to manage accounts a 2,184 Claude Code, Codex, OpenCode 39 1,605 tok
youssofal/MTPLX mtplx.com 3x faster speeds on MLX | Qwen 3.8 27B | Native MTP Speculative Decoding On Apple Silicon 2,180 Claude Code 1
elie222/rakazo rakazo.com Open-source Grok Bot alternative. Choose your own model and sandbox. 2,179 Claude Code, Codex, OpenCode 4 1,129 tok
keitaoouchi/MarkdownView Markdown View for iOS. 2,177 Claude Code, Codex, OpenCode 2 727 tok
carlvellotti/free-ai-courses claude-code-pm-course.vercel.app Interactive course teaching Product Managers how to use Claude Code effectively 2,169 Claude Code 1 2,821 tok
joshuayoes/ios-simulator-mcp MCP server for interacting with the iOS simulator 2,168 Claude Code, Cursor 2 915 tok