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
electricsheephq/evaos-code-review-bot-neondiff neondiff.com Stop giving away your code. NeonDIFF is your local-first AI PR reviewer for teams that wan 50 Codex, OpenCode 1 1,170 tok
zazencodes/random-number-mcp Production-ready MCP server that provides LLMs with essential random generation abilities, 50 Claude Code, Codex, OpenCode 2 832 tok
mcp360/mTarsier mcp360.ai mTarsier - The Open Source MCP & Skill Manager for Claude, Cursor, VS Code & any AI client 50 Claude Code, Codex, OpenCode 2 1,591 tok
richkuo/rk-skills Claude Code workflow skills — GitHub issue/PR/release automation and Fable-driven planning 50 Claude Code, Codex, OpenCode 2 2,813 tok
Marc-Moeller/aicms aicms.one AICMS — the AI-native CMS built for AI agents. AICMS lets an agent run 100% of your websit 50 Codex, OpenCode 1 4,958 tok
luanmorenommaciel/uc-transact-co 50 Claude Code, Codex, OpenCode 2 430 tok
majesticlabs-dev/majestic-marketplace 50 Claude Code, Codex, OpenCode 9 2,974 tok
quailyquaily/quail-ui quaily.com The Vue3 UI library for Quaily.com 50 Claude Code, Codex, OpenCode 2 1,264 tok
nerds-odd-e/doughnut Learning aide, note taking, team learning, etc. 50 Claude Code, Codex, OpenCode 47 4,425 tok
Dicklesworthstone/frankenlibc Clean-room Rust reimplementation of glibc with an opt-in Transparent Safety Membrane, load 50 Codex, OpenCode 1 20,241 tok
leshchenko1979/fast-mcp-telegram tg-mcp.l1979.ru Telegram MCP gateway for AI agents: 8 tools, multi-tenant HTTP/stdio, MTProto 50 Claude Code, Codex, Cursor, OpenCode 8 1,163 tok
huangwb8/skills General Skills Development Pipeline - Claude Code & Codex 50 Claude Code, Codex, OpenCode 2 12,885 tok
RootCX/RootCX rootcx.com Governed infrastructure for internal tools and AI agents 50 Claude Code, Codex, OpenCode 12 468 tok
get-tmonier/argot argot.tmonier.com A statistical code analyzer built from your repository's history. 50 Claude Code, Codex, OpenCode 2 8,343 tok
giosakti/duragent docs.duragent.ai Durable agent runtime. Sessions survive crashes. Agents are just files. One binary, zero d 50 Claude Code, Codex, OpenCode 5 791 tok
Divide-By-0/autolatex autolatex.com All Auto Latex Equations Versions. 50 Claude Code, Codex, OpenCode 2 738 tok
jdevalk/seo-graph joost.blog Agent-ready SEO for JavaScript — schema.org JSON-LD graph builder with an Astro integratio 50 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 26,857 tok
marcieltorres/safe-chat-slack-bot marcieltorres.github.io SafeChat Slack Bot is an open-source project designed to enhance data security within Slac 50 Claude Code, Codex, OpenCode 2 1,629 tok
janhesters/react-router-saas-template react-saas-template.com Create B2B and B2B SaaS apps with React Router. 50 Codex, OpenCode 1 308 tok
mileson/openprd A capability-enhancing collaboration framework (Harness) for Vibe Coding, making Vibe Codi 50 Codex, OpenCode 1 5,421 tok
truefoundry/aitori 50 Claude Code, Codex, OpenCode 2 1,204 tok
zycaskevin/Vault-Agent-Memory zycaskevin.github.io Local-first memory governance for AI agents: shared, reviewable, auditable memory via SQLi 50 Codex, OpenCode 1 1,618 tok
elastic/docs-content docs-v3-preview.elastic.dev Elastic Documentation Content 50 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,580 tok
AgriciDaniel/best-practices the kernel for shipping changes. engineering kernel underneath, agent kernel on top. read 50 Codex, OpenCode 1 870 tok
shaomingchan/whiteboard 50 Claude Code, Codex, OpenCode 2 666 tok
raymondchins/agentmap Stop your coding agent reading the wrong files. Compiler-grade TS/JS repo map — 100% preci 50 Claude Code, Codex, OpenCode 2 1,168 tok
brettdavies/crawl4ai-skill Scrape JavaScript-heavy sites and extract structured data via reusable CSS schemas. Portab 50 Codex, OpenCode 1 672 tok
DelineaXPM/delinea-mcp MCP server for the Delinea Secret Server and Platform APIs 50 Claude Code, Codex, OpenCode 2 2,032 tok
modem-dev/podguy Agent-driven post-production workflow for video podcasts 50 Claude Code, Codex, OpenCode 2 1,032 tok
EvotecIT/ChartForgeX chartforgex.com ChartForgeX renders polished charts, visual blocks, topology diagrams, and static report v 50 Codex, OpenCode 1 617 tok
markov-kernel/databricks-mcp 50 Codex, OpenCode 1 1,914 tok
ganimjeong/Harness-for-codex Codex harness for consistent AI-assisted development workflows, including agent instructio 50 Claude Code, Codex, OpenCode 2 724 tok
Gixsy95/abap_wiki Agent-driven SAP/ABAP knowledge base engine that turns S/4HANA custom objects into citable 50 Claude Code, Codex, OpenCode 22 6,564 tok
JubaKitiashvili/everything-react-native-expo erne.dev Complete AI coding agent harness for React Native and Expo development 50 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 70 5,822 tok
ImL1s/resume-skills Offline context handoff between coding agents. Read local histories into fresh sessions; s 50 Claude Code, Codex, OpenCode 1 1,149 tok
prokube/pk-opencode-webui Prefix-aware Web UI for OpenCode 50 Codex, OpenCode 1 4,153 tok
kcleto-ai/growth-os-skills kcleto-ai.github.io Framework de apoio 50 Claude Code, Codex, OpenCode 22 2,945 tok
WUBING2023/ReproRun 🔬 A skill that automatically reproduces the numerical claims of academic papers — read p 50 Codex, OpenCode 1 974 tok
memi-design/memi memoire.cv The design layer for agentic AI — design context, interface checks, and verification for c 50 Claude Code, Codex, OpenCode 2 4,485 tok
mathruffian-dot/2026-YouTube YouTube video automation pipeline: editing, subtitles, thumbnails, descriptions, and SEO a 50 Claude Code, Codex, OpenCode 2 5,309 tok
eddyzzl/imagegen-pptx-pipeline Agent skill for ImageGen-driven editable PowerPoint deck generation and strict slide-image 50 Claude Code, Codex, OpenCode 2 378 tok
almogdepaz/wolfpack almogdepaz.github.io Self-hosted browser terminal manager for AI coding agents. Control Claude Code, Codex, Gem 50 Codex, OpenCode 1 431 tok
getsentry/plausible-mcp MCP server for Plausible Analytics — query traffic, conversions, and compare periods from 50 Claude Code, Codex, OpenCode 2 268 tok
olegvg/resume-tailor-plugin ovg.me Resume Tailor — Claude Code & Codex Plugin 50 Claude Code, Codex, OpenCode 2 959 tok
opslane/opslane docs.opslane.com Opslane finds the bugs your users run into by watching real user sessions, and writes the 50 Claude Code, Codex, OpenCode 4 1,469 tok
MCDxAI/minecraft-dev-mcp MCP server for Minecraft Development 50 Claude Code, Codex, OpenCode 6 7,810 tok
roboflow/computer-vision-skills Agent-ready Skills for Roboflow and Computer Vision workflows 50 Claude Code, Codex, OpenCode 2 30 tok
alirezarezvani/gaios Open-source AI Operating System (AIOS) blueprint for Claude Code & Codex — turn any agent 50 Claude Code, Codex, OpenCode 2 4,714 tok
mordor-forge/study-skill Claude Code skill for interactive learning with FSRS-6 spaced repetition, research agents, 50 Claude Code, Codex, OpenCode 2 644 tok
Suraj1235/open-dynamic-workflows Open-source dynamic multi-agent workflows for AI coding agents - the script-as-orchestrato 50 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 6 587 tok