How real projects configure their agents

43,636 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
tenstorrent/tt-studio docs.tenstorrent.com The Tenstorrent Studio (TT-Studio) is an easy to use web interface for running AI models o 50 Claude Code 9 1,571 tok
Marc-Moeller/aicms aicms.one AICMS — the AI-native CMS built for AI agents. AICMS lets an agent run 100% of your websit 50 Codex, OpenCode 1 4,958 tok
acoyfellow/cloudbox cloudbox.coey.dev Durable Cloudflare computers for agents: run repos, steer live workspaces, verify results, 50 Codex, OpenCode 1 670 tok
majesticlabs-dev/majestic-marketplace 50 Claude Code, Codex, OpenCode 9 2,974 tok
Oakshen/crypto-trading-bot Go-based cryptocurrency quantitative trading agent (imitating the nof1 strategy, leaning t 50 Codex, OpenCode 1 845 tok
imjasonh/imjasonh 50 Claude Code 3 1,060 tok
ricardoherediaj/football-rag-intelligence Football RAG system that generates post match analysis text reports and dashboard visualiz 50 Claude Code 1 1,673 tok
Niall-Young/AItoFigma An AI skill that outputs images or content directly to Figma with standardized dimensions. 50 Codex, OpenCode 1 372 tok
kimjisub/unipad-android UniPad for Android 50 Claude Code 1 4,174 tok
AmadeusITGroup/ai-primitives-hub amadeusitgroup.github.io VS Code extension for managing, sharing, and installing AI primitives (Agents, Skills, Pro 50 Claude Code, Codex, Kiro, OpenCode 3 1,360 tok
ddrayne/openclaw-homeassistant OpenClaw as Home assistant voice provider 50 Codex, OpenCode 1 4,207 tok
Dicklesworthstone/frankenlibc Rust interposition layer for glibc: transparent safety membrane that incrementally replace 50 Codex, OpenCode 1 18,807 tok
Obedience-Corp/festival fest.build Structured planning and persistent context for AI coding agents. Plan multi-phase work onc 50 Claude Code, Codex, Gemini CLI, OpenCode 2 1,269 tok
hrygo/hotplex HotPlex — Unified access layer for AI Coding Agent. 50 Claude Code, Codex, OpenCode 8 4,781 tok
raphaelchristi/harness-evolver Automated harness evolution for AI agents. A Claude Code plugin that iteratively optimizes 50 Claude Code 1 3,303 tok
Salesably/salesably-marketplace salesably.ai Claude Code plugins for sales and marketing teams. Built by Salesably.ai. 50 Claude Code 1 944 tok
acnlabs/OpenPersona openpersona.co OpenPersona — Open four-layer AI persona framework. Create, compose, and orchestrate AI pe 50 Codex, OpenCode 1 10,383 tok
Tai-Wei/codex-516-fix 50 Codex, OpenCode 1 301 tok
mileson/openprd A capability-enhancing collaboration framework (Harness) for Vibe Coding, making Vibe Codi 50 Codex, OpenCode 1 5,421 tok
hiro-o918/rinkaku See the shape of a PR before you read it. 50 Claude Code 1 2,498 tok
AbhiRawat4841/mathematica-mcp Model Context Protocol (MCP) server that connects AI agents (Claude, Cursor, etc.) to Wolf 50 Codex, OpenCode 1 533 tok
congmnguyen/claude-code-wsl2-setup Claude Code WSL2 setup with image paste, notifications, LSP, context-saving hooks, and Cod 50 Claude Code, Codex, OpenCode 2 773 tok
e0ipso/strikethroo strikethroo.canpicasoft.com Task management for AI coding assistants 50 Claude Code, Codex, OpenCode 2 15,017 tok
rigwild/mcp-server-amazon 🛍📦 Unofficial Amazon Model Context Protocol Server (MCP) - Search products and purchase 50 Claude Code 1 628 tok
zycaskevin/Vault-Agent-Memory zycaskevin.github.io Local-first memory governance for AI agents: shared, reviewable, auditable memory via SQLi 50 Codex, OpenCode 1 1,618 tok
aimasteracc/tree-sitter-analyzer Cross-language-safe code-intelligence MCP for AI agents: 13 languages, family-gated call g 50 Claude Code, Codex, OpenCode 15 13,493 tok
kain26/trading-second-brain 50 Claude Code 1 635 tok
eddiejaoude/CodeReel code-reel-alpha.vercel.app Bring your code to life in your content, documentation and also your talks with this aweso 50 Claude Code 1 1,142 tok
webmaxru/web-ai-agent-skills A high-quality, auto-updated (but manually reviewed) set of agent skills that covers key W 50 Claude Code, Codex, OpenCode 5 507 tok
rullerzhou-afk/pet-forge A reusable toolkit for building SVG and APNG desktop pets, with route guides, prompt templ 50 Claude Code 1 656 tok
AgriciDaniel/dataforseo-brain agricidaniel.github.io A source-cited operating memory for the entire DataForSEO v3 API. 12 modules, ~200+ endpoi 50 Claude Code, Codex, Gemini CLI, OpenCode 3 408 tok
shaomingchan/whiteboard 50 Claude Code, Codex, OpenCode 2 666 tok
erosTeam/NextE 50 Claude Code, Codex, OpenCode 2 764 tok
jvogan/a-fable-of-codexes Claude Code skills that make Claude (Fable) the conductor of AI worker fleets: many parall 50 Claude Code, Codex, OpenCode 2 392 tok
hunmer/agent-spaces hunmer.github.io Multi-agent collaboration platform 50 Claude Code, Codex, OpenCode 8 2,056 tok
tuna1999/dnspy-mcp MCP extension for dnSpy 50 Claude Code 1 5,619 tok
shibayu36/slack-explorer-mcp 50 Claude Code 3 1,077 tok
ByamB4/find-cve-agent CVE hunting harness for Claude Code - 20 skills, 5-agent team, systematic vulnerability re 50 Claude Code 1 3,971 tok
yupoet/aurumq-rl RL stock selection for China A-share — bundled polars-native factor library (105 Alpha101 50 Claude Code, Codex, OpenCode 2 4,000 tok
alphaonedev/ai-memory-mcp alphaonedev.github.io Persistent memory for any AI — MCP server, HTTP API, CLI. Works with Claude, ChatGPT, Grok 50 Claude Code 1
mnott/PAI Personal AI Infrastructure 50 Claude Code 3
generative-computing/mellea-skills-compiler generative-computing.github.io Agent specification certification pipeline — from skill specs to governed, certified Melle 50 Claude Code 12
huawei-csl/rtlscout RTLScout is a agentic RTL optimization framework 50 Claude Code 1
debs-obrien/learn-agent-skills learn how to use and write agent skills 50 Claude Code, Codex 3 635 tok
Zizka-ai/ZizkaDB db.zizka.ai Self-hosted DB for AI agents. Prove why an agent did something , causal lineage (why()), 50 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 8 3,871 tok
WW-AI-Lab/any2markdown A high-performance document conversion server supporting both the Model Context Protocol ( 50 Codex, OpenCode 1 829 tok
markov-kernel/databricks-mcp 50 Codex, OpenCode 1 1,914 tok
V-Songbird/hush Quieter sessions for Claude Code: less narration, shorter tool output and concise answers 50 Codex, OpenCode 1 176 tok
flack0x/trendspyg pypi.org Free, maintained Python library + CLI for Google Trends: trending now, plus keyword intere 50 Codex, OpenCode 1 4,838 tok
haidrrrry/compose-kotlin-agent-skills Jetpack Compose & Kotlin AI agent skills for Cursor, Claude Code, Codex, Gemini & 27+ agen 50 Codex, OpenCode 1 1,747 tok