How real projects configure their agents

23,157 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
vgtitov/bsl-ai-toolkit AI-first development for 1C:Enterprise 8.3 — skills, rules, MCP servers, and a byte-perfec 22 Claude Code, Codex, Gemini CLI, OpenCode 13 6,719 tok
jiaxiantao/cos-design jiaxiantao.github.io A library of 91 React visual effects components: activity pages, lucky draws, fireworks, s 22 Claude Code, Codex, GitHub Copilot, OpenCode 4 1,899 tok
Tricon2-Elf/aisp-emu fan-made, fan-run MMO server emulator for AI Sp@ce a older Japanese MMOSG that shut down o 22 Codex, OpenCode 1 2,240 tok
Dicklesworthstone/dwarf_fortress_mcp A semantic, transactional, replayable MCP control plane that lets autonomous AI agents ope 22 Codex, OpenCode 1 3,877 tok
wuisabel-gif/Delphin wuisabel-gif.github.io A duplex companion for AI agent CLIs: talk and listen at the same time. 22 Claude Code, Codex 1
shoootyou/get-shit-done-multi npmjs.com Fork of Get Shit Done (TÂCHES) with multi-CLI support. Spec-driven development workflows f 22 Claude Code, Codex, GitHub Copilot, OpenCode 3 313 tok
teknokomo/universo-platformo-react Implementation of Universo Platformo / Universo MMOOMM / Universo Kiberplano built on Reac 22 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode 89 20,655 tok
kirich1409/krozov-ai-tools 22 Claude Code, Codex, OpenCode 3 3,225 tok
nirholas/gitpretty 🎨 Add unique emoji commits to every file in a repository 22 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,072 tok
nirholas/cloud-computing nirholas.github.io 22 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 816 tok
gracefullight/docusaurus-plugins gracefullight.dev A collection of Docusaurus plugins for analytics, chat, ads, error tracking, copy-as-markd 22 Claude Code, Codex, Gemini CLI, OpenCode 7 3,891 tok
KeeperHub/keeperhub keeperhub.com Automate on-chain events and actions reliably and securely. Build Workflows in minutes wit 22 Claude Code, Codex, OpenCode 37 8,357 tok
dcelisgarza/PortfolioOptimisers.jl dcelisgarza.github.io Portfolio optimisation library for Julia. Over 50 risk measures (CVaR, EVaR, RLVaR, drawdo 22 Claude Code, Codex, GitHub Copilot, OpenCode 15 17,361 tok
jigglypop/gaesup-world jigglypop.github.io ✨Web 3D Character Controller and World Platform Library🔥 22 Claude Code, Codex, OpenCode 20 4,594 tok
cram2/cognitive_robot_abstract_machine cram2.github.io A cognitive architecture for the entire stack of robotics 21 Claude Code, Codex, OpenCode 14 3,418 tok
nick-pape/grackle nick-pape.github.io Manage and orchestrate AI coding agents (Claude Code, Copilot, Goose, etc.) on remote mach 21 Claude Code, Codex, OpenCode 26 11,651 tok
supabase-community/supabase-plugin supabase.com Supabase plugin for AI coding assistants 21 Claude Code, Codex, OpenCode 2 1,386 tok
jim60105/copilot-prompt My personal AI coding tool prompts (SKILL.md) 21 Codex, OpenCode 1 315 tok
Fredrik-C/ContextKing Semantic code navigation toolkit for large C# and TS codebases 21 Claude Code, Codex, OpenCode 2 2,224 tok
MercurieVV/ScalaSemantic mercurievv.github.io MCP server for deep semantic analysis of Scala via SemanticDB — exact find-usages, class h 21 Claude Code, Codex, Cursor, OpenCode 15 2,627 tok
maxkle1nz/m1nd m1nd.world m1nd is a local-first context runtime for coding agents: an evidence-bound, continuously v 21 Codex, OpenCode 1 10,042 tok
JoeDupuis/summoncircle 21 Claude Code, Codex, OpenCode 5 416 tok
VirtusLab-Open-Source/astro-strapi-starter astrostrapi.io The Astro x Strapi Starter template 21 Codex, OpenCode 1 158 tok
M0Rf30/yap Package software with ease 📦 Versatile deb, rpm and apk packager fueled by PKGBUILD specf 21 Codex, OpenCode 1 5,009 tok
lukaisailovic/openislands openislands.sh Local-first dashboards your AI agent builds and keeps maintaining, over data that never le 21 Claude Code, Codex, OpenCode 11 1,470 tok
eduardocornelsen/full-funnel-ai-analytics Full-Funnel AI Marketing Analytics. A modern data stack powered by dbt MetricFlow and MCP. 21 Claude Code, Codex, OpenCode 8 4,376 tok
murabcd/vibestack vibestack-code.vercel.app End-to-End Coding Platform built with Next.js, Vercel Sandbox, and AI SDK 21 Codex, OpenCode 1 681 tok
ChenXi-hub/tju-thesis-review-kit Cursor, Codex, and Claude Code workflows, prompts, and a LaTeX starter template for review 21 Claude Code, Codex, OpenCode 2 577 tok
smithersbot/smithersbot Leave agents running without giving up control. 21 Claude Code, Codex, OpenCode 3 5,134 tok
dotdevdotdev/agentwire-dev agentwire.dev A self-hosted, keyboard-driven cockpit for running a whole fleet of Claude Code agents at 21 Claude Code, Codex, OpenCode 10 10,572 tok
memodb-io/skill-memory agent skill as memory layer 21 Codex, OpenCode 1 104 tok
dbl8005/sitrep-panel A live local HTML report Claude keeps updated as it works — status board, running narrativ 21 Codex, OpenCode 1 1,488 tok
okyashgajjar/costwise-mcp costwise-mcp.vercel.app Local MCP server that helps coding agents stop re-reading the same code every turn. Reposi 21 Codex, OpenCode 1 3,635 tok
upex-galaxy/agentic-qa-boilerplate upex-galaxy.github.io Agentic QA boilerplate built on Playwright + KATA + TypeScript. Multi-agent skills followi 21 Claude Code, Codex, OpenCode 4 18,700 tok
salam/claudine claudine.pro A kanban board for managing Claude Code conversations 21 Claude Code, Codex, OpenCode 2 726 tok
mimfort/rag_for_git AI pull-request reviewer: hybrid RAG + a code graph + Claude Code/Codex. Whole-repo contex 21 Claude Code, Codex, Gemini CLI, OpenCode 5 22,359 tok
qingyu321/Little-Claude snowshadowdoll.online An unofficial open-source desktop client for Claude Code with SDK control protocol integra 21 Claude Code, Codex, OpenCode 27 3,920 tok
f-amine/vibe-stack vibestack.salzier.com The SaaS starter where Claude writes the rest. AI-first, full-stack: Next.js 16, Better Au 21 Claude Code, Codex, OpenCode 13 2,842 tok
aashutoshrathi/toki toki.aashutosh.dev Native macOS menu bar app for managing usage, sessions and remotely controlling your AI Ag 21 Claude Code, Codex, OpenCode 2 848 tok
PaulRBerg/next-template A modern Next.js template for building production-ready web applications. 21 Claude Code, Codex, OpenCode 2 697 tok
joaquimscosta/arkhe-claude-plugins Supercharge Claude Code with 109 specialized components — 22 agents, 32 commands, 55 skill 21 Claude Code, Codex, OpenCode 7 7,747 tok
DannyMac180/openclaw-operator OpenClaw Operator gives coding agents like Codex and Claude Code the context and playbooks 21 Codex, OpenCode 1 399 tok
nsoybean/switchboard nsoybean.github.io Parallel coding agent workspace with native terminals and git worktrees. 21 Claude Code, Codex, OpenCode 10 571 tok
CE0Alex/skill-hunter Agent skill to analyze a repo and recommend a best-fit skill stack with verified sources 21 Codex, OpenCode 1 361 tok
Akabane71/dify-workflow-cli A Dify-WorkFlow-CLI tool for AI use 21 Codex, OpenCode 1 722 tok
ashaychangwani/imprint Record a browser workflow once, get a deterministic MCP tool your AI agent can call. Zero 21 Claude Code, Codex, OpenCode 12 2,494 tok
kevinlin/spec-coding-mcp An MCP server that brings AI spec-driven development workflow to any AI-powered IDE beside 21 Claude Code, Codex, OpenCode 3 872 tok
silvrblt/legal-case-research Research report on retrieving similar cases for specified case types | Comprehensive resea 21 Codex, OpenCode 1 1,908 tok
lh123aa/bwvi-design Agent-native design decision protocol. CLI + MCP Server, giving AI Agents structured desig 21 Codex, OpenCode 1 3,862 tok
TideSurf/core tidesurf.org Connect Chromium to LLM agents via token-efficient DOM compression. 50-200 tokens per page 21 Claude Code, Codex, OpenCode 2 1,167 tok