How real projects configure their agents

44,931 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
joelmoss/proscenium Modern client-side development for Rails 104 Claude Code, Codex, OpenCode 7 6,069 tok
gevico/cosim-gpu gevico.github.io A ready-to-use AI infra development and co-simulation environment for configurable acceler 104 Claude Code, Codex, OpenCode 15 1,426 tok
crittylabs/critty Terminal UI for code reviews, choices, and approvals with coding agents 104 Codex, OpenCode 1 2,312 tok
craigjmidwinter/getvect getvect.midwinter.io Local-first raster-to-vector desktop app. PNG/JPEG/BMP to SVG/EPS/DXF/PDF/PNG. No account, 103 Claude Code, Codex, OpenCode 10 966 tok
sirquy/bestie bestieagent.com Local-first AI action assistant for operators: memory, skills, tools, and permission gates 103 Codex, OpenCode 1 1,274 tok
ricoyudog/Coding_Corgi_flow OpenSpec GitFlow — structured AI engineering workflows with issue tracking 103 Claude Code, Codex, OpenCode 57 —
IceYGO/windbot A C# bot for ygopro, compatible with the ygosharp server. 103 Codex, OpenCode 1 5,254 tok
gabeklein/expressive-mvc Define classes to organize and control state used by React apps 103 Claude Code, Codex, OpenCode 2 3,770 tok
montanaflynn/botctl botctl.dev Manage persistent AI bots with a terminal dashboard, web UI, and declarative configuration 103 Claude Code 1 1,056 tok
marcoturi/react-redux-boilerplate A meticulously crafted, extensible, and robust architecture for constructing production-gr 103 Claude Code, Codex, OpenCode 2 1,924 tok
NEDONION/lobster0 lobster0.jchu.tech Lobster0 — a self-hosted OpenClaw-inspired AI agent with persistent memory, governed auton 103 Codex, OpenCode 1 2,345 tok
relai-ai/relai-sdk relai.ai A platform for building reliable AI agents 103 Codex, OpenCode 1 609 tok
OctopusDeploy/mcp-server octopus.com Octopus Deploy Official MCP Server 103 Claude Code 1 2,878 tok
EliasOenal/term-cli Interactive terminals for AI agents, built for what you can't --yes away. SSH+MFA, GRUB/U- 103 Codex, OpenCode 1 4,246 tok
shannon-barrow/databricks-tpc-di Databricks Implementation of the TPC-DI Specification using Traditional Notebooks and/or D 103 Claude Code 1 11,159 tok
aozyildirim/Agena agena.dev Agentic AI platform with pixel agent technology — autonomous code generation, PR automatio 103 Claude Code 1 4,057 tok
zhangloveyan/backend-skill Backend Java Claude rules and skill documents that enable automatic code development, test 103 Claude Code 15 2,794 tok
wilsonzlin/aero Windows 7 in the browser 103 Codex, OpenCode 1 1,284 tok
AvivK5498/beads-web A visual Kanban UI for Beads CLI — built with Next.js + Rust. Real-time sync, epic trackin 103 Claude Code 19 —
MaimoryLab/BootAgent bootagent.ai BootAgent is a local management tool of AI agents. It turns a fresh machine into a usable, 103 Codex, OpenCode 1 2,445 tok
PlayHyperia/hyperforge MMORPG for humans and agents. In development. Powered by ElizaOS 103 Claude Code, Codex, OpenCode 5 7,884 tok
AIPMAndy/dna-memory 🧬 Let AI Agents learn and grow like the human brain | Memory that learns, forgets, and ev 103 Claude Code, Codex 1 —
petersolopov/obsidian-claude-ide community.obsidian.md Obsidian plugin — real-time editor context for Claude Code 103 Claude Code, Codex, OpenCode 2 1,983 tok
fuergaosi233/claude-codex fuergaosi233.github.io Remote-mode adapter that lets the Codex desktop app talk to Claude Code through the native 103 Claude Code, Codex, OpenCode 4 861 tok
sopaco/cowork-forge AI-powered software development system that automates the entire lifecycle from requiremen 103 Claude Code, Codex, OpenCode 5 2,947 tok
wintermeyer/heinzel A ruleset that turns AI coding assistants (e.g. Claude Code) into disciplined Linux, FreeB 103 Claude Code 8 6,654 tok
Lumio-Research/hermes-agent-rs Self-evolving AI agent in Rust. Single binary, 10 LLM providers, 30+ tools, 17 platform ad 103 Codex, OpenCode 1 5,716 tok
rcb0727/powerplatform-mcp-docs Power Platform MCP server: 312 tools for AI-assisted flow and app authoring, debugging, da 103 Claude Code 1 2,241 tok
LAIJiangFeng/tauri-dustdesk Desktop organization, one-click launching, clipboard access, search, statistics, and more. 103 Codex, OpenCode 1 6,289 tok
ly1836/spring-ai-rag-demo Production-ready ERP AI assistant based on Spring AI 2.0 with RAG, Tool Calling, chat memo 103 Claude Code, Cursor 25 —
mrclrchtr/supi pi.dev Pi coding agent extensions with code intelligence (LSP + Tree-sitter AST), semantic refact 103 Claude Code, Codex 16 2,765 tok
libre-webui/libre-webui librewebui.org A local-first workspace for chat, private knowledge, artifacts, and isolated model-driven 103 Codex, OpenCode 1 1,820 tok
ralforion/orionbelt-semantic-layer ralforion.com Source-available semantic and context layer, rule engine, and semantic sidecar for agentic 103 Claude Code, Codex, OpenCode 2 3,051 tok
timzaak/web-dev-skills Turns PRD -> Design -> Task -> Development -> Acceptance -> Release into a reusable workfl 103 Claude Code, Codex, OpenCode 1 1,195 tok
talirezun/the-curator Your brain, then your team's brain, then your agents' brain. Drop in documents and it comp 103 Claude Code, Codex, OpenCode 2 8,013 tok
inkbox-ai/inkbox inkbox.ai SDK, skills, and examples for Inkbox: give AI agents a persistent identity with email, pho 103 Codex, OpenCode 1 510 tok
WolframResearch/AgentTools Implements a model context protocol server using Wolfram Language 103 Claude Code, Codex, OpenCode 12 4,298 tok
ash-project/ash_typescript Automatic TypeScript type generation for Ash resources and actions 103 Claude Code, Codex, OpenCode 3 10,629 tok
johnfkoo951/cmds-llm-wiki LLM Wiki template — Karpathy 3-layer pattern + Gold In Gold Out purpose gate + dual Claude 102 Claude Code, Codex, OpenCode 4 30,748 tok
gintasz/unigent Build stateful agent workflows with typed outputs, reusable tools, session forks, and ordi 102 Claude Code, Codex, OpenCode 4 553 tok
Arthur19940725/stock-analysis-skill Source-backed stock research skill with deterministic scenario rating 102 Codex 1 —
vincanger/envelope-budgeting-test full-stack vibe coding template (envelope budgeting app) 102 Cursor 1 3,974 tok
dainsiahtill-dev/Polaris Polaris is the transaction-driven core of an AI software factory. It is not a chat-based p 102 Claude Code, Codex, Gemini CLI, OpenCode 4 25,488 tok
Hendrix-Shen/MagicLib curseforge.com To beat magic with magic :( 102 Codex, OpenCode 1 1,927 tok
MarcoWorms/vibecoder-fullstack-vps-quickstart 102 Claude Code 1 1,722 tok
LibreSpark/LibreDomains ciao.su Free public second-level domains, please leave a star~ 102 Claude Code 1 3,151 tok
sous-chefs/postfix supermarket.chef.io Development repository for the postfix cookbook 102 Codex, GitHub Copilot, OpenCode 2 1,311 tok
infiniumtek/terraform-review-agent infiniumtek.com Reusable GitHub Action that reviews Terraform PRs for security, cost, and style using a La 102 Claude Code, Codex, OpenCode 2 3,476 tok
innae1121-bit/gsghwp gsghwp 102 Claude Code, Codex, OpenCode 2 6,185 tok
AssafWoo/homebrew-pandafilter assafwoo.github.io The context intelligence layer for AI coding agents. Compressing noise, routing content to 102 Claude Code 1 —