How real projects configure their agents

23,196 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
louisfghbvc/task-management-system A complete task management system 6 Codex, OpenCode 1 241 tok
pipeshub-ai/mcp-server pipeshub.com This repository contains the packages that make up Pipeshub’s local MCP server 6 Claude Code, Codex, OpenCode 2 986 tok
telus-labs/stagecraft Run your AI coding tool through a 18-stage dev pipeline. Multi-host across Claude Code, Co 6 Codex, OpenCode 1 1,093 tok
KittLabsAI/KittyCode A minimal, hackable AI coding agent with a composable tool loop and modular skills 6 Codex, OpenCode 1 175 tok
grostim/cloudcli-cron Scheduled Prompt is a local-first CloudCLI plugin for workspace-scoped scheduled prompts, 6 Codex, OpenCode 1 46 tok
mabelisle/omni-cli Omni-CLI: The ultimate AI CLI wrapper. Run Google Gemini, OpenAI Codex, GitHub Copilot, An 6 Codex, Gemini CLI, OpenCode 2 5,937 tok
vish288/mcp-gitlab pypi.org MCP server for GitLab API — 76 tools for AI assistants (Claude, Cursor, VS Code). Projects 6 Codex, Gemini CLI, OpenCode 2 2,199 tok
neskuchny/sima_atlas tessent.ai Visual contract-first development for AI coding agents — graph of contracts between you an 6 Claude Code, Codex, OpenCode 3 1,827 tok
vatsalunadkat/ERICKeyboard vatsalunadkat.github.io Accessibility focused keyboard for Android and iOS using swipe based chord inputs. 6 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,109 tok
Deploi-Cloud/deploi-agent-skills AI Agent Skills for Deploi Norwegian Cloud VPS 6 Codex, OpenCode 1 355 tok
Juliocbm/beacon-docs Opinionated documentation convention + CLI for AI-collaborative codebases. Scaffolds docs, 6 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 4,581 tok
victusfate/scaffold opinionated agent neutral scaffold for new projects 6 Claude Code, Codex, Gemini CLI, OpenCode 7 5,933 tok
ninsau/nextjs-reusable-table nextjs-reusables.vercel.app A highly customizable and reusable table component for Next.js applications, built with Ty 6 Codex, OpenCode 1 728 tok
flanliulf/cord CORD is a document relationship graph engine for AI-assisted development. It uses determin 6 Claude Code, Codex, OpenCode 56 697 tok
Traves-Theberge/opencode-mcp MCP server that exposes OpenCode as a tool/subagent for IDEs and AI clients 6 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 1,998 tok
vlad-ryzhkov/ai-context-engineering-for-qa AI Context Engineering for QA 6 Claude Code, Codex, OpenCode 27 1,237 tok
ArmisSecurity/armis-appsec-mcp AI-powered security scanning MCP plugin for Claude Code 6 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,233 tok
suyogpawar88/Threat-Model suyogpawar88.github.io 6 Codex, OpenCode 1 1,275 tok
Abdssamie/promption Promption is a modern AI prompt manager built with Tauri, React, and TypeScript. 6 Codex, OpenCode 1 3,395 tok
praetore/cmo-scenario-generation Generating scenarios for Command Modern Operations with Cursor 6 Codex, OpenCode 1 9,915 tok
jl-cmd/claude-dev-env 6 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 7 1,113 tok
CodeTeng/harness-template Harness Engineering template, ready to use 6 Claude Code, Codex, Cursor, OpenCode 11
karlng279/ai-ready-product-workflow-v2 karlng279.github.io AI-Ready Product Workflow V2 6 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 12 5,467 tok
avivsinai/sabx A fast, scriptable CLI for SABnzbd - built for AI coding agents like Claude Code, Cursor, 6 Claude Code, Codex, OpenCode 2 993 tok
TxnLab/skills Curated agent skills for TxnLab's Algorand ecosystem — NFDomains, use-wallet, Haystack Rou 6 Claude Code, Codex, OpenCode 2 491 tok
hyfdev/moonbit-agent-skills Agent Skills for MoonBit. Help coding agents work with MoonBit and write better MoonBit co 6 Codex, OpenCode 1 2,047 tok
lathe-cli/kitup Shared installer SDK for bundled Agent Skills. 6 Codex, OpenCode 1 1,531 tok
netresearch/typo3-conformance-skill Agent Skill: TYPO3 extension conformance checker - validates against official standards | 6 Codex, OpenCode 1 825 tok
segunadebayo/design-eng-skills Agent skills for design engineers: state machine design, component API design, engineering 6 Claude Code, Codex, OpenCode 2 72 tok
usetemi/skills usetemi.com Open-source agent skills for Claude Code, Claude Cowork, Codex, Cursor, and Gemini CLI. Co 6 Claude Code, Codex, OpenCode 2 568 tok
owenob1/prompt-improver Turn vague agent prompts into precise, verifiable XML specs — then execute them. Headless 6 Claude Code, Codex, OpenCode 2 1,923 tok
dolutech/dolu-agents-skills Dolu Agents Skills - Open-source collection of modular and extensible skills for AI agents 6 Codex, OpenCode 1 4,587 tok
zenml-io/skills docs.zenml.io AI coding agent skills for ZenML MLOps workflows — quick wins, pipeline setup, and more 6 Claude Code, Codex, OpenCode 2 4,687 tok
FavioVazquez/mollify Deterministic codebase intelligence for Python 6 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 24 4,352 tok
srbryers/slope SLOPE — Sprint Lifecycle & Operational Performance Engine. Golf-metaphor sprint scoring fo 6 Claude Code, Codex, Cursor, OpenCode 11 4,052 tok
hubvue/skills skillset-by-kim.cckcc-kim.chatgpt.site Kim's skills 6 Claude Code, Codex, OpenCode 2 3,599 tok
mtnyilmaz/agents 6 Claude Code, Codex, OpenCode 57 2,391 tok
aegntic/cognitive-os aegntic.github.io Cognitive OS v3.0 — Universal AI agent operating system specification. 16-section cognitiv 6 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 8,074 tok
Wizarck/ai-playbook Universal AI-dev norms, specs, scripts, and templates for Wizarck org projects (consumed v 6 Codex, OpenCode 1 4,204 tok
ucsahinn/ai-project-starter AI Project Starter: documentation-first starter kit for AI-coded projects, project context 6 Codex, OpenCode 1 314 tok
233i/agent-skills Production-grade engineering skills for AI coding agents. 6 Claude Code, Codex, OpenCode 2 1,381 tok
rizkyhaksono/portfolio-v3 natee.my.id Portfolio v3 using Next.js 16 with SSR, CSR, ISR, Azure Web App, Portainer. 6 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 6 4,136 tok
Xipher-Labs/walter-os Self-hostable AI-agent operations framework by Xipher Labs 6 Claude Code, Codex, OpenCode 2 7,868 tok
mascarock/cursor-deck Cursor Slide Decks 6 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,864 tok
morooka-akira/aicm 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 10 9,770 tok
PoulpYBifle/NCF-Coding-Best-Practices 6 Claude Code, Codex, GitHub Copilot, OpenCode 3 7,859 tok
qybaihe/inkview Redesign any page in an ink-wash style, with no AI-generated feel at all; can be integrate 6 Claude Code, Codex, OpenCode 2 472 tok
GMIG/laborant-skills Laborant is an agent skills that allows you to design and check evaluations for LLM, agent 6 Claude Code, Codex 2
timbenniks/timbenniks-cursor-rules timbenniks-cursor-rules 6 Codex, OpenCode 1 595 tok
BOXELS/cursor-rules A starter template for .cursor/rules — five ready-to-fill markdown files that give AI full 6 Codex, OpenCode 1 290 tok