How real projects configure their agents

44,954 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
serithemage/korea-ai-foundation-model-verification A project verifying whether the publicly released models from the five Korean government A 50 Claude Code 9 3,321 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 48 4,425 tok
imjasonh/imjasonh 50 Claude Code 3 1,060 tok
ricardoherediaj/football-rag-intelligence Football RAG system that generates post match analysis text reports and dashboard visualiz 50 Claude Code 1 1,673 tok
donghaozhang/video-agent-skill First Python Package for Video Cli Generation and Processing 50 Claude Code, Cursor 13 7,479 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 13,370 tok
fluyeporlaweb/mcp-x-intelligence X/Twitter research MCP for Claude, Cursor, Windsurf and any MCP-compatible AI agent 50 Claude Code 1 148 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
xieziyu/duetlens xieziyu.github.io Conversational code review on macOS: review a PR or local branch together with a codex age 50 Claude Code 1 1,672 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
jcfischer/supertag-cli CLI for Tana integration - query, create, sync, and manage Tana workspaces with semantic s 50 Claude Code 1 5,441 tok
hiro-o918/rinkaku See the shape of a PR before you read it. 50 Claude Code 1 2,498 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
roniel-rhack/rondo A modern terminal productivity app that combines task management with a daily journal. 50 Claude Code 1 4,218 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
AndroClawD/AndroClaw OpenClaw but for android 50 Claude Code 1 1,831 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
pgEdge/ai-dba-workbench docs.pgedge.com A PostgreSQL monitoring system built combining traditional and AI monitoring from the grou 50 Claude Code 9 2,100 tok
datallmhub/agentflow4j datallmhub.github.io Build AI agents you can trust in production. AgentFlow4J is a framework and runtime for g 50 Claude Code 1 —
bitsky-tech/bridgic-agent Bridgic Agent turns what you want into workflows that actually work — and keep working. `/ 50 Claude Code 1 965 tok
thebnbrkr/agora-code Persistent memory and codebase intelligence for AI coding agents, indexes symbols, tracks 50 Claude Code, Gemini CLI 17 743 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
tao-hpu/nano-spec Spec-driven thinking, nano-sized docs. Lightweight task specification for AI-assisted deve 50 Claude Code, GitHub Copilot, Cursor 3 1,505 tok
shibayu36/slack-explorer-mcp 50 Claude Code 3 1,077 tok
NERVsystems/llm9p LLM exposed as a 9P filesystem 50 Claude Code 1 2,810 tok
bravodev-hub/appointme appointme.dev AppointMe is a modular-monolith .NET SaaS template with multitenancy, auth, permissions an 50 Claude Code 2 3,348 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
sakuradairong/omp-config Oh My Pi (OMP) configuration collection — reusable agent configurations, model overrides, 50 Claude Code 1 2,890 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
777genius/social-monitor social-monitor.app Tired of scrolling through hundreds of near-identical posts across every social network ju 50 Claude Code, Codex, OpenCode 6 2,800 tok
kcleto-ai/growth-os-skills kcleto-ai.github.io Framework de apoio 50 Claude Code, Codex, OpenCode 22 2,945 tok