How real projects configure their agents

43,579 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
azrtydxb/procoder procoder.azrty.com Senior-developer discipline for AI coding agents. A commit gate that counts unchecked as f 206 Codex, GitHub Copilot, Kiro, OpenCode 7 12,837 tok
CelestoAI/agentor docs.celesto.ai Open source version of Claude Managed Agents. Fastest way to build and deploy reliable AI 206 Codex, GitHub Copilot, OpenCode 2 2,658 tok
rekal-dev/rekal-cli rekal.dev Your coding agent starts every session blank. Rekal is the memory your team is missing 206 Claude Code, Codex 1 16,727 tok
LeonMusCoden/LetterFeed Convert email newsletters into RSS feeds 206 Gemini CLI 1 4,254 tok
zwgnr/BaseLayer baselayer.dev Re-usable multi part components built on React Aria and TailwindCSS. 205 Cursor 1 12 tok
sublayerapp/sublayer docs.sublayer.com A model-agnostic Ruby Generative AI DSL and framework. Provides base classes for building 205 Claude Code 1 759 tok
disler/nano-agent A MCP Server for a small scale engineering agents with multi-provider LLM support. 205 Claude Code 31
jpicklyk/task-orchestrator Server-enforced workflow discipline for AI agents. An MCP server providing persistent work 205 Claude Code 14 4,722 tok
falcosecurity/prempti Falco-powered policy and visibility layer for AI coding agents 205 Claude Code 1 9,444 tok
lidge-jun/cli-jaw lidge-jun.github.io 🦈 2-line install personal AI assistant. 11 AI runtime surfaces (Claude, Codex, Cursor, Ge 205 Claude Code, Codex, OpenCode 2 20,332 tok
u-ichi/compact-plus Claude Code plugin: preserve and restore working state around /compact 205 Claude Code, Codex, OpenCode 2 1,632 tok
kklimuk/docx-cli CLI for AI agents (Claude, Codex) to read, edit, and comment on .docx files with full form 205 Claude Code 2 9,580 tok
Ruler4396/dsh-launcher DeepSeek Harness (dsh) lightweight Windows launcher: double-click to run, native and restr 205 Codex, OpenCode 1 1,668 tok
Anil-matcha/vox-ai-motion-graphics-generator 🎬 Turn any topic into a finished Vox-style paper-collage explainer / motion graphics vide 205 Codex, OpenCode 1 291 tok
Joouis/agent-maestro marketplace.visualstudio.com Turn VS Code into your compliant AI playground! With Agent Maestro, spin up Cline or Roo o 205 Claude Code, Codex, OpenCode 3 1,512 tok
dwebagents/AgentPipe dwebagents.github.io High performance multithreaded task execution and optimization engine for agents and dweb 204 Claude Code, Codex, OpenCode 2 67 tok
NotePlan/plugins The main NotePlan repository, which contains the source code for all NotePlan plugins. If 204 Claude Code, Cursor, Windsurf 5 1,578 tok
agentjido/jido_ai jido.run AI integration layer for Jido agents with LLM orchestration and reasoning strategies. 204 Claude Code, Codex, OpenCode 2 462 tok
gustavoeenriquez/MakerAi youtube.com The AI Operating System for Delphi. 100% native framework with RAG 2.0, autonomous agents, 204 Claude Code 1 7,136 tok
espressoplease/smalldocs smalldocs.org Read, style, and share markdown files - privately. Formerly SDocs. 204 Claude Code, Codex, OpenCode 4 26,239 tok
adrianco/retort Platform Evolution Engine. Distill the best from the combinatorial mess. 204 Claude Code 2 2,801 tok
ZhuLinsen/MiniAgent 🚀 Build an AI Coding Assistant + CLI-based Manus in 5 Minutes! ⚡️ 204 Codex, OpenCode 1 2,033 tok
FradSer/mcp-server-apple-events MCP server providing native macOS integration with Apple Reminders and Calendar via EventK 204 Claude Code, Codex, Gemini CLI, OpenCode 3 4,112 tok
zendev-sh/goai goai.sh Go AI SDK, the Go way. One unified API across 21+ providers. Streaming, structured output 204 Claude Code, Codex, OpenCode 2 2,396 tok
Staks-sor/ai-free Open-source local AI client and coding agent for DeepSeek, Qwen, ChatGPT and EconomyOS wit 204 Codex, OpenCode 1 245 tok
sendbird/cc-plugin-codex npmjs.com An open-source plugin that runs inside Codex and lets you use Claude Code and Claude model 204 Claude Code, Codex, OpenCode 2 131 tok
Agents365-ai/zotero-cli-ai agents365-ai.github.io Zotero CLI for Claude Code — SQLite reads + Web API writes 204 Claude Code 1 2,288 tok
disler/agentic-drop-zones 204 Claude Code 7
zgsm-ai/everything-ai-coding zgsm-ai.github.io A curated collection of programming AI extension resources: MCP Servers, Skills, Rules, an 203 Claude Code, Codex, OpenCode 2 12,914 tok
DrAshBooth/PyLOB Fully functioning fast Limit Order Book written in Python 203 Claude Code, Codex, OpenCode 18 1,564 tok
yinzhenyu-su/weekly-git-summary A cross-platform CLI tool for generating weekly summaries of Git commits. Supports multipl 203 Claude Code, GitHub Copilot 2 4,579 tok
tradecatlabs/fatecat tradecatlabs-fatecat.hf.space FateCat measurement infrastructure for Agents and apps: reproducible Bazi/Ziwei calculatio 203 Codex, OpenCode 1 1,639 tok
jgravelle/jdocmunch-mcp j.gravelle.us The leading, most token-efficient MCP server for documentation exploration and retrieval v 203 Claude Code 2 17,293 tok
Miguok/fable-harness Make Claude Code work like a disciplined engineer: OODA, multi-party adversarial review, t 203 Claude Code 7 1,077 tok
iishyfishyy/operator-oss getoperator.dev Run many Claude Code (or Codex) sessions in parallel — across every project — from one scr 203 Claude Code, Codex 1 3,595 tok
davegoldblatt/total-recall Persistent memory plugin for Claude Code. Tiered memory system with write gates, correctio 203 Claude Code 1 464 tok
roboco-io/awesome-vibecoding A curated list of resources, tutorials, best practices, and examples for Vibe Coding, the 203 Claude Code 3 691 tok
southleft/story-ui AI-powered Storybook story generator — works with any framework, any design system, any LL 203 Claude Code 1 7,589 tok
GeniusHu-tgty/Open-tgtylab A security research workbench integrating reverse engineering, CTF, mobile security, and W 203 Claude Code, Codex, OpenCode 3 11,592 tok
senlindesign/claude2figma aiinterface.substack.com An enforcement layer for Claude Code + Figma — 4 skills that keep AI on your Design System 203 Claude Code 6
joshuaswarren/remnic remnic.ai Open-source memory and context for user-aware agents: scoped memory, provenance, retrieval 203 Claude Code, Codex, OpenCode 2 31,571 tok
Nutlope/variate variate-skill.vercel.app A compact design skill that generates four design variations of a component to iterate bet 203 Codex, OpenCode 1 1,740 tok
theoden8/webspace_app Your favorite web apps, now on your phone. 203 Claude Code, Codex 31 10,563 tok
shirenchuang/agentbro agentbro.net A macOS Dynamic Island for AI coding agents: Claude Code, Codex, Gemini CLI, Cursor, hooks 202 Claude Code, Codex, OpenCode 5 1,558 tok
mikkelkrogsholm/api-mapper 202 Claude Code 1 854 tok
zhuchunshu/SForum dalao.me SForum is a Chinese forum application with a clean interface and rich features. 202 Claude Code, Codex, OpenCode 2 6,741 tok
unchainedshop/unchained unchained.shop High-Performance Headless Node.js ESM E-Commerce Framework 202 Claude Code, Codex, OpenCode 3 3,333 tok
sjkim1127/Reversecore_MCP A security-first MCP server that empowers AI agents to perform automated reverse engineeri 202 Codex, OpenCode 1 2,563 tok
johnpapa/ai-ready Agent Skill that analyzes your repo and generates the AI-ready configuration coding agents 202 Claude Code, Codex, GitHub Copilot, OpenCode 2 2,715 tok
iterate/iterate iterate.com The most hackable AI agent 202 Claude Code, Codex, OpenCode 16 1,783 tok