How real projects configure their agents

45,030 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980

All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117

Project Stars Configures Files Always loaded
kujiangmudao/tablepack TablePack — Install MinerU once and convert PDF tables to Excel packages with one click (r 6 Codex, OpenCode 1 1,238 tok
shrimbly/project-wiki Boilerplate for an agent-maintained knowledge base: faithful sources, an AI-maintained wik 6 Claude Code, Codex, OpenCode 2 3,239 tok
Xeebs/grimoire A curated collection of high-quality AI skills for Finance, Legal, and Consulting professi 6 Claude Code 2 1,362 tok
fonsecafns/sentinela Um auditor de segurança que vive dentro do seu agente de IA. Varre o projeto inteiro, usa 6 Codex, Gemini CLI, OpenCode 2 17,496 tok
stephancill/txlink txlink.stupidtech.net A flexible web app for executing EVM wallet actions via URL params 6 Codex, OpenCode 1 749 tok
bombe-match/bombe-poc 6 Claude Code, Codex, OpenCode 3 457 tok
wordflowlab/writeflow_studio WriteFlow Studio is a visual configuration management tool for the WriteFlow AI writing as 6 Claude Code, Codex, OpenCode 2 2,831 tok
PinataCloud/agent-templates Central repository for Pinata agent template examples 6 Claude Code, Codex, OpenCode 2 761 tok
xxww0098/skills-hub Personal skill repository for AI agent automation 6 Codex, OpenCode 1 360 tok
devkade/pi-opentelemetry 6 Codex, OpenCode 1 236 tok
codescooper/afrocodeurs Plateforme communautaire open source des makers tech panafricains — Build Before Consume. 6 Claude Code, Codex, OpenCode 3 185 tok
vichhka-git/gmail-account-creator Automated Gmail account creator with anti-detection evasion, random identity generation, a 6 Codex, OpenCode 1 1,990 tok
RedHatInsights/turnpike Internal gateway and ACL-based policy service for Red Hat internal SSO integration. 6 Claude Code, Codex, OpenCode 2 1,766 tok
MasRama/nara Architecture-aware TypeScript application kit. Build by feature, not by layer. Hono + Vue 6 Codex, OpenCode 1 1,533 tok
xiaoranchenwai/12345-hotline-agent 12345 government service hotline intelligent customer service system — a multi-agent custo 6 Claude Code, Codex, OpenCode 2 1,449 tok
dreamfast/minimax-h3-python-tv-generator EXPERIMENTAL python for tv show generation using minimax h3 6 Codex, OpenCode 1 4,393 tok
shing19/career-agent-starter 6 Codex, OpenCode 1 1,074 tok
ghuyphan/docuflow-studio 6 Codex, OpenCode 1 1,494 tok
3jane-protocol/moneymarket-contracts 6 Claude Code, Codex, OpenCode 3 13,467 tok
diabhey/first-byte learning.oreilly.com Course repo for Production Voice AI Agents with LiveKit. The name comes from TTS first-byt 6 Claude Code, Codex, OpenCode 2 1,636 tok
Criss36/damaihelper An automated ticket-buying script 6 Codex, OpenCode 1 1,840 tok
git-malu/personal-assistant 6 Claude Code, Codex, OpenCode 11 2,415 tok
maxlongint/Vibe-Coding-Rule 6 Codex, OpenCode 1 3,281 tok
danielmeppiel/design-guidelines UI/UX design standards and accessibility guidelines APM package with WCAG compliance and d 6 Claude Code 1 —
alohays/paper2pr AI/ML Paper → Presentation-ready Beamer + Quarto slides via Claude Code multi-agent workfl 6 Claude Code, Codex, OpenCode 24 9,688 tok
telagod/pi-moke 6 Codex, OpenCode 1 3,832 tok
axakon/TRACE 6 Claude Code, Codex, OpenCode 3 959 tok
oreum-ai/smartstack Make your AI coding assistant smarter, ship better code, and use fewer tokens. Works with 6 Codex, OpenCode 1 1,418 tok
0ryant/engineering-doctrine Reusable engineering doctrine with stable principles and replaceable tooling 6 Codex, OpenCode 1 438 tok
jamesbmour/Invoice_Extractor extracts the info from invoices using LLMs 6 Codex, OpenCode 1 181 tok
Mtrya/paper-scout Agent-native paper scouting workflow 6 Codex, OpenCode 1 2,460 tok
fayazara/tanstack-start-workers-template 6 Claude Code, Codex, OpenCode 4 3,389 tok
Scisaga/Shire Basic questionnaire example. 6 Codex, OpenCode 1 1,005 tok
arnobt78/RAG-PDF-Chat-Multi-Agent-Pipeline--Python-React-FullStack pdf-chat-scrapper.vercel.app A full-stack RAG demo you can run locally or deploy to a VPS: upload a PDF, build a per-br 6 Claude Code, Codex, OpenCode 2 671 tok
kriserdmann/SpecFirst SpecFirst é um framework documental em Markdown, distribuído como template, para governar 6 Claude Code, Codex, OpenCode 2 2,272 tok
uthumany/uthy-legacy-os uthumany.github.io 35 PM skills for AI coding agents 6 Codex, OpenCode 1 302 tok
yendangn/flutter-app-builder 6 Claude Code 1 1,693 tok
cyberash-dev/coding-agent-config 6 Claude Code 1 312 tok
Nigelw/Takes takes.nigelwarren.com A beautiful macOS app for comparing multiple versions of audio tracks. 6 Claude Code, Codex, OpenCode 4 2,627 tok
Hypercart-Dev-Tools/AI-DDTK-Fix-Iterate-Loop fixiterateloop.com Fix Iterate Loop - WP 6 Claude Code, Codex, OpenCode 2 6,115 tok
silverThunder09/jdsnack-agent-os-project JDSnack Agents-OS project for AI-powered JD analysis and resume analysis services 6 Claude Code, Codex, OpenCode 6 3,352 tok
hakoniwalab/hakoniwa-business-pack A catalog and recipe hub for composing Hakoniwa components with AI to turn user ideas into 6 Codex, OpenCode 1 1,848 tok
mathruffian-dot/ai-agent-ep04 AI Agent fundamentals EP04: Connecting external tools (Google vs. non-Google, channels × a 6 Codex, OpenCode 1 479 tok
Hawiyat-Org/hawiyat-agents-benchmarks AI agent benchmark monorepo 6 Codex, OpenCode 1 482 tok
nyosegawa/agent-task Task management CLI for coding agents 6 Claude Code, Codex, OpenCode 2 324 tok
twomodo/coralsend coralsend.com A minimal, P2P-first file transfer app using WebRTC DataChannels with a Next.js PWA fronte 6 Claude Code, Codex, OpenCode 2 645 tok
ronald2wing/.gitignores gitignores.com A well-organized, comprehensive collection of .gitignore templates for various programming 6 Codex, OpenCode 1 641 tok
pedrofuentes/agents-template A battle-tested template for configuring autonomous AI coding agents with quality gates, T 6 Codex, OpenCode 1 2,036 tok
lucianodiisouza/primo-brutality npmjs.com Neo-brutalist React Native component library with Storybook preview 6 Codex, OpenCode 1 1,090 tok
JKorf/XT.Net cryptoexchange.jkorf.dev C#/.NET client library for the XT.com cryptocurrency exchange REST and WebSocket APIs, sup 6 Codex, GitHub Copilot, OpenCode 2 4,507 tok