How real projects configure their agents

24,785 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
JSONbored/loopover loopover.ai The loop never sleeps — you finally can. Agents automate the entire development lifecycle 22 Claude Code, Codex, OpenCode 4 799 tok
bo-cao/breaking-coding-chaos A human-in-the-loop control plane for reliable agentic coding—plan, challenge, implement, 22 Codex, OpenCode 1 —
okyashgajjar/costwise-mcp costwise-mcp.vercel.app Local MCP server that helps coding agents stop re-reading the same code every turn. Reposi 22 Codex, OpenCode 1 3,635 tok
jeonghwanko/mimi-seed-sdk mimi-seed.pryzm.gg An indie developer app launch automation console connected to Claude Code via MCP — CLI + 22 Claude Code, Codex, OpenCode 2 3,546 tok
rarce/git-wiki Claude Code skill implementing Karpathy's LLM-wiki pattern on a personal GitHub repo, with 22 Claude Code, Codex, OpenCode 2 1,838 tok
salam/claudine claudine.pro A kanban board for managing Claude Code conversations 22 Claude Code, Codex, OpenCode 2 726 tok
aashutoshrathi/toki toki.aashutosh.dev Native macOS menu bar app for managing usage, sessions and remotely controlling your AI Ag 22 Claude Code, Codex, OpenCode 2 848 tok
joaquimscosta/arkhe-claude-plugins Supercharge Claude Code with 109 specialized components — 22 agents, 32 commands, 55 skill 22 Claude Code, Codex, OpenCode 7 7,747 tok
CE0Alex/skill-hunter Agent skill to analyze a repo and recommend a best-fit skill stack with verified sources 22 Codex, OpenCode 1 361 tok
kevinlin/spec-coding-mcp An MCP server that brings AI spec-driven development workflow to any AI-powered IDE beside 22 Claude Code, Codex, OpenCode 3 872 tok
opastorello/cpf-validador MCP server + REST API para validacao de CPFs e consulta ao TRT3 com solver de CAPTCHA CRNN 22 Claude Code, Codex, OpenCode 2 7,973 tok
Coding-Meet/Library-Insight coding-meet.github.io API Explorer & MCP Server for Java, Kotlin & KMP. Analyze JARs, AARs, KLibs, Maven depende 22 Claude Code, Codex 1 —
Dicklesworthstone/frankenpandas Memory-safe, clean-room Rust reimplementation of pandas with packetized conformance gates, 22 Codex, OpenCode 1 8,721 tok
adesutherland/CREXX REXX Language implementation 22 Codex, Gemini CLI, OpenCode 2 4,678 tok
Love4yzp/sensecap-indicator-ha The use of SenseCAP indicator interacts with Home Assistant in three API methods 22 Codex, OpenCode 1 1,196 tok
prikotov/task-agents-playbook AI-Assisted Development Playbook & Task-driven development methodology for AI-agents. 22 Codex, OpenCode 1 3,980 tok
ThalesGroup/agilab thalesgroup.github.io Open-source platform for reproducible AI/ML workflows, from local experimentation to distr 22 Claude Code, Codex, OpenCode 50 13,730 tok
abdo-Mansour/axetract abdo-mansour.github.io Low-Cost Cross-Domain Web Structured Information Extraction using specialized LoRA adapter 22 Codex, OpenCode 1 34 tok
JKorf/BingX.Net cryptoexchange.jkorf.dev C#/.NET client library for the BingX.com cryptocurrency exchange REST and WebSocket APIs, 22 Codex, GitHub Copilot, OpenCode 2 2,245 tok
CamiProject/semantic-deer-flow Unofficial DeerFlow downstream for governed SaaS semantic queries and controlled actions 22 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,889 tok
Ervie/Seiyuu.moe A webpage searching for collaborate works between seiyuu. 22 Codex, OpenCode 1 745 tok
InsForge/CLI InsForge CLI 22 Claude Code, Codex 1 —
randomm/oo 22 Claude Code, Codex, OpenCode 2 1,472 tok
kid-sid/codex-spellbook A curated collection of skills, prompts, and workflows that extend Codex's capabilities — 22 Codex, OpenCode 1 733 tok
nanlabs/aws-glue-etl-boilerplate A complete example of an AWS Glue application that uses the Serverless Framework to deploy 22 Codex, OpenCode 1 279 tok
liteclienthq/liteclient liteclient.com LiteClient is a Lightweight, VS Code–native REST API client with no vendor lock-in. 22 Codex, OpenCode 1 732 tok
armandcismaru/DeepTraderX High-performing deep learning trader on a multithreaded financial exchange simulation. 22 Claude Code, Codex, OpenCode 2 3,767 tok
theanibalos/MicroCoreOS microcoreos.com The Elastic Monolith: A microkernel architecture designed to optimize AI context windows, 22 Claude Code, Codex, OpenCode 2 4,555 tok
hyfdev/libvue-rs 22 Claude Code, Codex, OpenCode 2 1,405 tok
yaleh/meta-cc Meta-Cognition tool for Claude Code - analyze session history for workflow optimization. 22 Claude Code, Codex, OpenCode 3 4,728 tok
sebbsssss/clude cluude.vercel.app 22 Claude Code, Codex, OpenCode 2 2,987 tok
JustinBeckwith/gongio-mcp MCP server for Gong.io - access calls, transcripts, and users 22 Codex, OpenCode 1 911 tok
woohyun212/security-skill A collection of AI agent skills for security professionals, by security professionals, and 22 Claude Code, Codex, OpenCode 2 1,284 tok
siviter-xyz/dot-agent A curated collection of agent skills for coding agents designed to enhance the workflows o 22 Codex, OpenCode 1 544 tok
7oSkaaa/polygon-problems-generator AI agents that produce a complete, Polygon-ready competitive programming problem (statemen 22 Claude Code, Codex, GitHub Copilot, OpenCode, Windsurf 22 10,732 tok
Sanctum-Siliconis/Kowtow sanctumsiliconis.org Submit to the Silicon. Survive the Singularity. 22 Claude Code, Codex, OpenCode 2 1,077 tok
BlueSkyXN/Codex-is-all-you-need Public-safe Codex plugin-first preset system with agents, skills, examples, scripts, and a 22 Codex, OpenCode 1 3,094 tok
mikecann/agent-skills 22 Codex, OpenCode 1 717 tok
IBM/mcp-composer ibm.github.io MCP Composer 22 Codex, OpenCode 1 249 tok
Maxkim321/mcp-browser-analyzer An AI-callable Chrome extension for screenshots, page information, log capture, and Lighth 22 Codex, OpenCode 1 2,960 tok
Citosoft/nora withnora.run Nora - The Agentic IDE 22 Codex, OpenCode 1 4,274 tok
LinZhuoChen/video-to-notebook Read open-course video as one merged notebook using claude/codex — textbook + concept ency 22 Codex, OpenCode 1 3,394 tok
tanghaojie/Cyber-AI-Forge tanghaojie.github.io AI-Native Enterprise Application Scaffold. An AI-driven intelligent enterprise application 22 Claude Code, Codex, OpenCode 2 3,933 tok
kninetimmy/orch Cross-host development orchestrator for Codex CLI and Claude Code CLI 22 Claude Code, Codex, OpenCode 2 804 tok
cpuguy96/StepCOVNet Deep Learning to Create StepMania SM FIles 22 Claude Code, Codex, Cursor, OpenCode 12 1,611 tok
Onurlulardan/ForgeStart Production-ready Next.js SaaS starter with Auth.js, Drizzle, PostgreSQL, RBAC, admin UI, i 22 Codex, OpenCode 1 2,406 tok
nguyentamdat/opencode-mempalace OpenCode plugin for MemPalace memory system — auto-registers MCP server, injects memory pr 22 Claude Code, Codex, OpenCode 2 2,838 tok
Trivo25/code-airlock trivo25.github.io Run Claude Code (or another coding agent) unattended, inside a disposable microVM, with it 22 Claude Code, Codex, OpenCode 2 288 tok
heymegabyte/claude-skills claude.megabyte.space 14-category autonomous product-building OS for 32+ AI coding tools. One-line prompts → dep 22 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 7 4,490 tok
Sidd27/infrawise sidd27.github.io MCP server for AWS infrastructure analysis — DynamoDB, Lambda, SQS, SNS, S3, API Gateway, 22 Claude Code, Codex, OpenCode 2 11,224 tok