How real projects configure their agents

32,137 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
insistanan/GPT_Image_Playground A one-stop solution for visually adjusting GPT-Image-2 Image API / Response API parameters 101 Claude Code, Codex, OpenCode 2 3,328 tok
go-delve/mcp-dap-server MCP server to communicate with DAP servers allowing AI Agents the ability to debug live pr 101 Claude Code 1 2,867 tok
railsblueprint/blueprint-mcp blueprint-mcp.railsblueprint.com MCP server for browser automation across Chrome, Firefox, and Safari using real browser pr 101 Claude Code, Codex, OpenCode 2 3,921 tok
solanabr/solana-ai-kit superteam.codes Claude Code / Codex / AI configs for the expert Solana builder. CLAUDE.md, agents, command 101 Claude Code 2 2,085 tok
lululu811/zettaranc-knowledge zettaranc knowledge base 101 Claude Code 1 1,591 tok
yizhiyanhua-ai/fireworks-design yizhiyanhua-ai.github.io 🎆 A Claude Code workflow that replicates ClaudeDesign — parallel design exploration, pane 101 Claude Code 1
AvivK5498/beads-web A visual Kanban UI for Beads CLI — built with Next.js + Rust. Real-time sync, epic trackin 101 Claude Code 19
jdpolasky/ai-chief-of-staff The original AI Chief of Staff built on Claude Code and Obsidian. ADHD prosthetic, open to 101 Claude Code 7 1,154 tok
konnga/skill-buddy AI Skills Buddy, A desktop workspace for managing, installing, and synchronizing Skills an 101 Claude Code, Codex, OpenCode 10 238 tok
zhangjunmengyang/quant-research-platform quant research mcp backend 101 Claude Code, Codex, OpenCode 2 3,569 tok
bwz96sco/or_llm_agent arxiv.org OR-LLM-Agent: Automating Modeling and Solving of Operations Research Optimization Problems 101 Claude Code, Codex, OpenCode 2 1,468 tok
r-lib/log4r log4r.r-lib.org A fast & lightweight approach to logging in R based on the widely-emulated Apache Log4j pr 101 Claude Code, Codex, OpenCode 2 1,253 tok
Szotasz/marveen AI csapatod, ami fut amíg te alszol. 100 Claude Code 7
joe960913/Jixu jixu.dev Durable single-Agent Harness for TypeScript: recoverable Threads, context continuity, expl 100 Claude Code, Codex, OpenCode 2 3,488 tok
csmar432/finai-research csmar432.github.io Evidence-first AI workflow for economic and financial research: literature → identificatio 100 Claude Code, Codex, GitHub Copilot, OpenCode 3 11,594 tok
dama-cyber/magic-distillation A tool for comprehensive distillation of the spirit of unofficial histories—extracting sty 100 Claude Code 2 252 tok
AssafWoo/homebrew-pandafilter assafwoo.github.io The context intelligence layer for AI coding agents. Compressing noise, routing content to 100 Claude Code 1
grll/claude-code-login 100 Claude Code 1 316 tok
DSB-117/brainblast npmjs.com Predict the silent integration traps an AI agent would ship (zero-revenue configs, auth by 100 Claude Code 2
LuckyKuang/codex-tokens-compress An experimental repository for compressing AGENTS.md files in AI collaboration scenarios: 100 Claude Code, Codex, OpenCode 3 611 tok
ascii766164696D/log-mcp MCP server for log file analysis 100 Claude Code 1 1,187 tok
Smana/cloud-native-ref blog.ogenki.io Opiniated Cloud Native Platform Reference 100 Claude Code 9 7,344 tok
rithkott/claude-thing An extension of Nocturne to turn Spotify Car Thing into a hardware Claude Code HUD 100 Claude Code 2 2,692 tok
voidhashcom/lensflare lensflare.vercel.app 100 Claude Code, Codex, OpenCode 4 241 tok
c0x12c/ai-toolkit 100 Claude Code, Codex, OpenCode 38 6,210 tok
bglgwyng/zat CLI code outline viewer 100 Claude Code 1 727 tok
akonan/wiremd wiremd.dev The text-first UI design tool for developers who think in code. Create wireframes and mock 100 Claude Code 1 1,024 tok
ivo-toby/mcp-picnic Unofficial MCP Server for Picnic 100 Claude Code 24 296 tok
pymc-labs/decision-hub 100 Claude Code, Codex, OpenCode 5 4,914 tok
dkyazzentwatwa/chatgpt-skills My comprehensive, tested + audited, library of skills to use for ChatGPT. 100 Claude Code, Codex, OpenCode 2 851 tok
aspenkit/aspens npmjs.com Your CLAUDE.md stopped working at 200 lines. Generate scoped skill files from your import 100 Claude Code, Codex, GitHub Copilot, OpenCode 34 3,436 tok
deepklarity/harness-kit A kit for building with AI agents and also the engineering patterns around it. 100 Claude Code, Codex, OpenCode 5 7,548 tok
iurykrieger/claude-bedrock claude-bedrock.vercel.app Second Brain automation for Obsidian vaults — entity management, ingestion, compression, a 100 Claude Code 1 2,961 tok
trustwallet/tw-agent-skills 100 Claude Code 4
manojbajaj95/claude-gtm-plugin Skills for GTM teams 100 Claude Code, Codex, OpenCode 2 2,472 tok
LangLang03/LineCodePro An AI coding workstation that fits in your pocket. 100 Claude Code 1 5,378 tok
yfedoseev/browser_oxide Stealth headless browser engine in Rust — native BoringSSL TLS/JA4 fingerprint, real JS vi 100 Claude Code, Codex, OpenCode 2 1,256 tok
shuheng-mo/career-ops-china AI-powered job search system built on Claude Code. Especially for China mainland. 100 Claude Code 2 4,493 tok
off-grid-ai/OGAD getoffgridai.co Off Grid AI — private, on-device AI. Run open models (text, vision, image, voice) locally 100 Claude Code, Codex, OpenCode 3 4,835 tok
binjuhor/shadcn-lar shadcn-admin.binjuhor.com Made an shadcn/ui admin for Laravel with 🤍 100 Claude Code 54 444 tok
Kuadrant/mcp-gateway kuadrant.io An envoy-based MCP Gateway that integrates with Istio and policy attachment mechanisms for 100 Claude Code, Codex, OpenCode 8 1,281 tok
wardmos/waybill Continue unfinished work across coding agents with portable handoff bundles. 100 Claude Code, Codex, OpenCode 2 635 tok
spica-engine/spica spicaengine.com Spica is a development engine to build fast & efficient applications. 100 Claude Code, GitHub Copilot 20 10,942 tok
captainflasmr/ollama-buddy A friendly Emacs interface for interacting with Ollama models 99 Claude Code, Codex 40
prtamil/AsciiCreativeCoding Creative Coding using only Terminal graphics using NCurses in pure C in Linux 99 Claude Code 5 4,832 tok
gybob/aai-gateway AAI Gateway — Install MCP servers and skills once, share across all your AI agents. One-ti 99 Claude Code 1 1,102 tok
WOWCharlotte/nanobot-learn Learn Nanobot design principles in seven days. 99 Claude Code 1 1,013 tok
jameesy/foundry-vault An agentic Obsidian vault: you curate, the agent compiles. 99 Claude Code 5 2,072 tok
xd-liu/AutoResearch-Idea 99 Claude Code 11 2,294 tok
aozyildirim/Agena agena.dev Agentic AI platform with pixel agent technology — autonomous code generation, PR automatio 99 Claude Code 1 4,057 tok