How real projects configure their agents

43,608 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
drpwchen/textbook-to-note drpwchen.com Turn your own PDF textbooks into an AI-searchable knowledge base and structured, fully-cit 102 Claude Code, Codex, OpenCode 4 5,120 tok
Osiris-DevWorks/smart-citizen A UI-based Star Citizen Localization Editor and Enhancer 102 Claude Code 12 7,882 tok
Facets-cloud/flow facets-cloud.github.io Turn isolated Claude sessions into a continuous working relationship 102 Claude Code 1 1,791 tok
malloydata/publisher Publisher is the open-source analytics engine for Malloy. It lets you define data models o 102 Claude Code, Codex, OpenCode 3 8,014 tok
sirsjg/flux Ship with less chaos. Flux is a fast, simple Kanban board with MCP integration so your LLM 102 Claude Code, Codex, OpenCode 5 1,143 tok
jdpolasky/ai-chief-of-staff The original AI Chief of Staff built on Claude Code and Obsidian. ADHD prosthetic, open to 102 Claude Code 7 1,154 tok
jyjeanne/okf-rs A fast, open-source Rust toolkit for generating, validating and serving Open Knowledge For 102 Claude Code, Codex, GitHub Copilot, OpenCode 3 434 tok
off-grid-ai/OGAD getoffgridai.co Off Grid AI — private, on-device AI. Run open models (text, vision, image, voice) locally 102 Claude Code, Codex, OpenCode 3 4,835 tok
edbizarro/dotfiles :skull: dotfiles! managed by GNU stow 102 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,926 tok
ash-project/ash_typescript Automatic TypeScript type generation for Ash resources and actions 102 Claude Code, Codex, OpenCode 3 8,698 tok
Szotasz/marveen AI csapatod, ami fut amíg te alszol. 101 Claude Code 7
shuotao/REVIT_MCP_study LEARN HOW TO BUILD UP YOUR REVIT MCP 101 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 79 10,586 tok
joe960913/Jixu jixu.dev Durable single-Agent Harness for TypeScript: recoverable Threads, context continuity, expl 101 Claude Code, Codex, OpenCode 2 3,488 tok
fl-sean03/OpenSDL seanflorez.com A modular Python foundation for reproducible computational and autonomous laboratories. Al 101 Claude Code, Codex, OpenCode 13 921 tok
jayminwest/kotadb kotadb.io Local-only code intelligence API for AI developer workflows (Bun + TypeScript + SQLite) 101 Claude Code 28 1,180 tok
herry2059/project-os-for-codex Open-source control plane for Codex projects: Git-backed context, visible agent progress, 101 Codex, OpenCode 1 656 tok
OctopusDeploy/mcp-server octopus.com Octopus Deploy Official MCP Server 101 Claude Code 1 2,878 tok
cowwoc/cat An agentic workflow with a focus on reliability and developer experience 101 Claude Code 3 396 tok
EBISPOT/ols4 ebi.ac.uk The EMBL-EBI Ontology Lookup Service (OLS) 101 Claude Code, Codex, OpenCode 5 417 tok
innae1121-bit/gsghwp gsghwp 101 Claude Code, Codex, OpenCode 2 6,185 tok
EliasOenal/term-cli Interactive terminals for AI agents, built for what you can't --yes away. SSH+MFA, GRUB/U- 101 Codex, OpenCode 1 4,246 tok
nazarli-shabnam/clevis clevis.org Self-hosted GitHub security dashboard — tracks org security checks (MFA, branch protection 101 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 17 5,410 tok
vvedantb/eva eva.vedantb.com Orchestrate sandboxed agents that run in the cloud while you work 101 Claude Code, Codex, OpenCode 82 1,205 tok
Minh-Tam-Solution/AncestorTree ancestortree.info Phần mềm quản lý gia phả điện tử giúp gìn giữ và truyền thừa thông tin dòng họ qua các thế 101 Claude Code 1 6,860 tok
ChengHua926/nemo-skill 101 Claude Code, Codex 1
kvker/ai-native-template A template for turning existing projects into AI-native engineering projects. 101 Codex, OpenCode 2 926 tok
secutils-dev/secutils secutils.dev Secutils.dev is an open-source, versatile, yet simple security toolbox for engineers and r 101 Codex, OpenCode 1 20,900 tok
breath57/dingtalk-skills 【Openclaw & Hermes & Enterprise Bots🤖】DingTalk Skill library, including DingTalk docs, kn 101 Codex, OpenCode 1 2,147 tok
agentii-ai/DocMeld agentii.ai Lightweight Doc-to-agent-ready knowledge pipeline. Three-stage Bronze→Silver→Gold architec 101 Claude Code, Codex, OpenCode 2 3,849 tok
ilang-ai/Imprint ilang.ai Your AI’s DNA: one skill for memory, compression, onboarding, code review, debugging, plan 101 Gemini CLI 1 316 tok
pablo-ross/strix-halo-gmktec-evo-x2 Configuration and documentation for optimizing Ubuntu 24.04 on AMD Ryzen AI Max+ 395 with 101 Claude Code 1 5,547 tok
insistanan/GPT_Image_Playground A one-stop solution for visually adjusting GPT-Image-2 Image API / Response API parameters 101 Claude Code, Codex, OpenCode 2 3,328 tok
ominiverdi/opencode-chat-bridge Bridge OpenCode, Ferrum, and other ACP-compatible agents to Matrix, Slack, Mattermost, Wha 101 Codex, OpenCode 1 44 tok
go-delve/mcp-dap-server MCP server to communicate with DAP servers allowing AI Agents the ability to debug live pr 101 Claude Code 1 2,867 tok
railsblueprint/blueprint-mcp blueprint-mcp.railsblueprint.com MCP server for browser automation across Chrome, Firefox, and Safari using real browser pr 101 Claude Code, Codex, OpenCode 2 3,921 tok
Azure-Samples/agent-architecture-review-sample techcommunity.microsoft.com The Architecture Review Agent is an open-source AI agent sample that reviews software arch 101 Codex, OpenCode 1 2,993 tok
solanabr/solana-ai-kit superteam.codes Claude Code / Codex / AI configs for the expert Solana builder. CLAUDE.md, agents, command 101 Claude Code 2 2,085 tok
katopz/katgpt-rs A neuro-symbolic micro-Transformer with speculative decoding, constraint pruning, recurren 101 Claude Code, Codex, OpenCode 9 28,856 tok
wilsonzlin/aero Windows 7 in the browser 101 Codex, OpenCode 1 1,284 tok
lululu811/zettaranc-knowledge zettaranc knowledge base 101 Claude Code 1 1,591 tok
yizhiyanhua-ai/fireworks-design yizhiyanhua-ai.github.io 🎆 A Claude Code workflow that replicates ClaudeDesign — parallel design exploration, pane 101 Claude Code 1
AvivK5498/beads-web A visual Kanban UI for Beads CLI — built with Next.js + Rust. Real-time sync, epic trackin 101 Claude Code 19
OneYoungMean/KimodoUnityBridge Free Local Unity AI Motion Generate Tool.Based By Nvlab Kimodo. 101 Codex, OpenCode 1 82 tok
iurykrieger/claude-bedrock claude-bedrock.vercel.app Second Brain automation for Obsidian vaults — entity management, ingestion, compression, a 101 Claude Code 1 2,961 tok
awslabs/threat-modeling-mcp-server 101 Kiro 10
trustwallet/tw-agent-skills 101 Claude Code 4
finch04/LightBot A lightweight enterprise Java AI Agent platform. Covers advanced AI features including Age 101 Claude Code, Codex, OpenCode 2 16,013 tok
cz1993/MirrorArc cz1993.github.io Local-first, governed documentation for humans and AI agents—mirror Office, PDF, and GitHu 101 Codex, OpenCode 1 731 tok
mrinalwadhwa/fluent fluent.computer Fluent is a self-improving software factory. It autonomously turns your team's vision, ide 101 Claude Code, Codex, OpenCode 2 1,411 tok
skills/agent-orchestration-build-your-ai-dream-team This Skills Exercise is about Agent Orchestration through the CLI 101 Claude Code 4