How real projects configure their agents

44,969 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
liuyang0508/Agent-Memory-Hub A shared second brain for multiple agents 23 GitHub Copilot 1 129 tok
KCNyu/clawock kcnyu.github.io Stock investment and portfolio decision workflows for AI agents: Claude Code, Codex, OpenC 23 Claude Code, Codex, OpenCode 2 3,078 tok
jdguggs10/flaim flaim.app Fantasy Sports MCP Platform 23 Claude Code, Codex, OpenCode 5 1,329 tok
kpshinnik/docs_masked Local anonymization of documents before sending them to an LLM and restoration of the orig 23 Codex, OpenCode 1 612 tok
hby7921/BannerlordSage A Model Context Protocol (MCP) server for Mount & Blade II: Bannerlord. Gives AI agents ac 23 Codex, GitHub Copilot, OpenCode 2 1,480 tok
ScalefreeCOM/datavault4dbt-agent-skills datavault4dbt.com A curated collection of skills for AI agents to properly work with datavault4dbt. 23 Claude Code 1 1,128 tok
shuguang1994/project-blueprint Make any project AI-agent-ready in one command. Adaptive tech stack detection (7 languages 23 Codex, OpenCode 1 5,292 tok
marcusquinn/amazon-order-history-csv-download-mcp Download Amazon Order History As Orders & Items CSV files, plus simplified CSV file versio 23 Claude Code, Codex, Cursor, OpenCode, Windsurf 5 1,353 tok
fracturedring/renpy-mcp AI-friendly visual novel toolkit: a browser-based Ren'Py editor plus a 74-tool MCP server. 23 Claude Code, Codex, OpenCode 3 2,022 tok
199-biotechnologies/whatsrust WhatsApp in pure Rust. Single binary, 5 MB, 15 MB RAM. 54 API endpoints, 30 MCP tools, ful 23 Claude Code 1 648 tok
ANFAIA/SkillNet Turns an organization's internal docs into a living learning system: AI agents generate co 23 Codex, OpenCode 1 2,570 tok
phantom/phantom-agent-kit 23 Claude Code 3 680 tok
dekitproject/ux-ui-promax-skill 23 Claude Code 8 1,007 tok
stblake/mathilda stblake.github.io A small, highly efficient computer algebra system in written in C99. 23 Claude Code 2 4,253 tok
tphakala/agy-mcp agy-mcp: Model Context Protocol (MCP) server for Google Antigravity CLI (agy) with async s 23 Codex, OpenCode 1 1,485 tok
pushery/wirekit wirekit.app Open-Source TALL stack UI components for Laravel Livewire, built with Tailwind CSS v4 and 23 Codex, OpenCode 1 909 tok
l-nmch/hailo-10h-llm-compiler Compile your own LLM for the Hailo-10H — an open pipeline from Hugging Face checkpoint to 23 Claude Code 4 924 tok
ysskrishna/ai-agent-skills ysskrishna.space Structured thinking skills for AI agents: brainstorming, decision support, systems thinkin 23 Claude Code, Codex, OpenCode 1 3,706 tok
Luqueee/kivgraph kivgraph.dev A local MCP server for cross-repository semantic code intelligence in TypeScript and Go, b 23 Claude Code, Codex, OpenCode 10 10,057 tok
soporte-defontsoft/delphi-ide-remote-mcp An MCP server that turns a Windows RAD Studio machine into a remote backend for coding age 23 Claude Code 1 5,391 tok
Chisiki1/objective-integrity-framework An outcome-first operating framework for reliable AI agent work. 23 Claude Code, Codex 1 —
chrischall/skylight-mcp Skylight Calendar MCP — read/write family calendar events, chores, rewards, and shared lis 23 Claude Code, Codex, OpenCode 2 11,544 tok
SPYfighting/my-academic-skills Research skills for Claude Code, Codex, and OpenCode. 23 Claude Code, Codex, OpenCode 2 673 tok
honra-io/drizzle-best-practices 23 Claude Code, Codex, OpenCode 2 820 tok
kirich1409/krozov-ai-tools 23 Claude Code, Codex, OpenCode 3 3,061 tok
nirholas/gitpretty 🎨 Add unique emoji commits to every file in a repository 23 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,072 tok
jaimejaramilloperez/dev-habit This repository follows Milan Jovanović's course Pragmatic REST APIs using the latest ASP. 23 GitHub Copilot 1 427 tok
nirholas/cloud-computing nirholas.github.io Plain-language glossary of 153 cloud computing, AI/ML, data and infrastructure terms, also 23 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 23 Claude Code, Codex, Gemini CLI, OpenCode 7 3,891 tok
manakuro/asana-clone-app asanacloneapp.codelly.dev Asana clone app 23 Claude Code, Codex, OpenCode 7 1,846 tok
SonicGarden/sgcop 23 Claude Code 3 494 tok
SAP-samples/sap-community-activity-badges Display your SAP Community public activity, badges, and Devtoberfest contest progress as g 23 Claude Code, GitHub Copilot 6 4,095 tok
rkpontes/flutter_official_architecture 23 Claude Code, Codex, OpenCode 35 1,771 tok
ucb-bar/merlin MLIR-in as a compiler stack for ucb-bar 23 Claude Code 10 5,312 tok
monoes/monomind monoes.github.io Autonomous AI orchestration with persistent memory, self-coordinating agent orgs, and a co 23 Claude Code, Codex, Gemini CLI, OpenCode 15 4,203 tok
bredmond1019/claude-sdk-rs Claude Code SDK for Rust 23 Claude Code, Codex, Gemini CLI 69 4,993 tok
Elnora-AI/elnora-ai-agent-hackathon-starter-kit Run one command, follow the instructions, and get your first AI agents up and running — Cl 22 Claude Code, Codex, OpenCode 3 3,892 tok
motormetrics/motormetrics motormetrics.app Monorepo for MotorMetrics 22 Claude Code, Codex, OpenCode 48 1,212 tok
gemini-cli-extensions/vertex A Gemini CLI extension provides tools to manage prompts in Vertex AI 22 Gemini CLI 1 5,598 tok
jim60105/copilot-prompt My personal AI coding tool prompts (SKILL.md) 22 Codex, OpenCode 1 315 tok
egorfedorov/Soloboard egorfedorov.github.io SoloBoard - Autonomous development orchestrator for Claude Code. 22 Claude Code 1 2,342 tok
Lets7512/rlm-skill 22 Claude Code, OpenCode 3 —
arthurzhuhan/one-person-capital **OnePersonCapital** is an orchestration and governance layer for autonomous AI companies. 22 Claude Code, Codex, OpenCode 5 877 tok
javen-yan/agent-island 22 Claude Code 1 1,047 tok
sttts/slagent Claude talking to Slack 22 Claude Code, Codex, OpenCode 2 2,183 tok
0p9b/TLDR 0p9b.github.io Verdict-first output for AI coding agents. Tiny prompt + installer for Claude Code, Codex, 22 Claude Code, Codex, Gemini CLI, OpenCode 3 2,094 tok
eznix86/mcp-gateway Too much tools in context. Use a gateway 22 Codex, OpenCode 1 770 tok
anshlambagit/Claude_Code_Full_Course 22 Claude Code 6 —
wasmCloud/wasmcloud.com wasmcloud.com https://wasmCloud.com website, documentation, blog, and community meetings, built with Doc 22 Claude Code 1 500 tok
jmilinovich/grove Open-source MCP server over a git-backed Obsidian vault. Single-user, self-host. Six tools 22 Claude Code 4 804 tok