How real projects configure their agents

23,733 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
khmm12/solidjs-v2-skills Agent skills for SolidJS 2.0 — write, migrate, and review solid-js 2.x code without React/ 14 Claude Code, Codex, OpenCode 2 1,822 tok
arfar-x/agent-skills Personal Agentic skills 14 Claude Code, Codex, OpenCode 2 5,536 tok
Shengwang-Community/skills 14 Claude Code, Codex, OpenCode 2 578 tok
izaac/nixos-config Izaac Reproducible Configuration 14 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,166 tok
richlander/markout Objects to Structured Logs Serializer (markdown, oneline, TSV, ANSI, tree, ...) 14 Codex, OpenCode 1 1,474 tok
Everyone-Needs-A-Copilot/claude-copilot ineedacopilot.com Transform Claude Code into a full development team. 11 specialized agents (Architect, Engi 14 Claude Code, Codex, OpenCode 82 7,184 tok
Dynokostya/just-works Set of instructions for Claude Code base installation that integrates in any project 14 Claude Code, Codex, OpenCode 30 7,162 tok
NaanyaBiz/haggle AGL Australia smart meter -> Home Assistant Energy dashboard (Claude-generated custom inte 14 Claude Code, Codex, OpenCode 16 31,949 tok
Muxi-X/ccnubox_rn [In use] Huashi Box frontend 14 Codex, OpenCode 1 86 tok
monkey1wizard/Golem-Agents-Legion A cross-provider AI orchestration system built in Rust, running natively across Claude Co 14 Codex, GitHub Copilot, OpenCode 2 3,618 tok
davidcforbes/Beads-Kanban A VSCode extension built on top of steveyegge/Beads that provides a KanBan, Tableview, and 14 Claude Code, Codex, Gemini CLI, OpenCode 3 9,247 tok
jeremy0dell/station A terminal-native control plane for AI-agent worktree sessions. 14 Claude Code, Codex, OpenCode 2 1,467 tok
emanuelcasco/.ai A structured methodology for AI-assisted development using specialized personas, reusable 14 Claude Code, Codex, Gemini CLI, OpenCode 14 528 tok
akaghef/M3E Mind Map Model Engine(M3E) develop 14 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode 57 8,493 tok
rajnandan1/ken rajnandan.com Thompson-mode systems discipline for AI agents. Think first, build bottom-up, brute force 14 Codex, GitHub Copilot, Kiro, OpenCode 3 2,350 tok
adrienm7/ergopti ergopti.fr Disposition clavier ergonomique Ergopti, optimisée pour l’écriture du français, de l’angla 14 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 24 949 tok
slk3hdio/gymcraft Minecraft NeoForge reinforcement learning environment mod | Gymnasium-style RL environment 14 Codex, OpenCode 1 7,172 tok
brianmay/robotica-rust IOT automation for people who think like programmers 14 Codex, OpenCode 1 2,283 tok
nocoo/pew pew.md 🦓 Contribution graph for AI-native developers — track token usage across tools 14 Claude Code, Codex, OpenCode 3 3,295 tok
ZJU-PL/pyflow A static analysis framework for Python 14 Codex, OpenCode 1 472 tok
Johnny-xuan/TreeWork A tree-guided workflow skill for long-running agents. 13 Codex, OpenCode 1 424 tok
byPawel/tachibot-mcp tachibot.com Stop AI Hallucinations Before They Start Run models from OpenAI, Google, Anthropic, xAI, P 13 Codex, OpenCode 1 6,085 tok
rahmanef63/si-coder-agent Zero-human full-stack deployment as a bundle of /sc-* Claude Code slash commands — GitHub 13 Codex, OpenCode 1 1,194 tok
hraness/kb hraness.com A knowledge base for coding agents, built from Markdown, backlinks, semantic search, and G 13 Claude Code, Codex, OpenCode 7 3,979 tok
xhongc/spark-novel AI fiction, short stories, Agent writing, and writing an engaging short story during your 13 Claude Code, Codex, OpenCode 2 1,759 tok
CrestApps/CrestApps.AgentSkills crestapps.com Shared AI agent skills and MCP tooling for .NET applications and Orchard Core based projec 13 Codex, GitHub Copilot, OpenCode 3 3,785 tok
devnomad-byte/techneering Spec-driven development skills plugin for Claude Code and Codex: 16 tn: skills for spec, i 13 Claude Code, Codex, OpenCode 2 2,138 tok
phrase/phrase-mcp-server developers.phrase.com Deprecated - Please use the remote Phrase MCP server instead. See: developers.phrase.com/e 13 Codex, OpenCode 1 1,037 tok
pariyar07/kybernetes satyampariyar.com Runtime-adaptive steering layer and portable control contract for hard agentic work: durab 13 Claude Code, Codex, Gemini CLI, OpenCode 3 978 tok
Nymaxxx/checko-mcp Unofficial MCP server for Checko.ru for checking counterparties (EGRUL, EGRIP, arbitration 13 Codex, OpenCode 1 4,126 tok
sergiobayona/vector_mcp sergiobayona.github.io A server implementation for the Model Context Protocol (MCP) in Ruby. 13 Claude Code, Codex, OpenCode 6 9,301 tok
agentic-research/cloister Workerd-based hypervisor with a declarative Cap'n Proto manifest. Substrate-level identity 13 Claude Code, Codex, OpenCode 2 10,977 tok
segentic-lab/glovebox-mcp Sandboxed computer-use MCP — drive a real browser + desktop apps in a nested X11 window. 13 Codex, OpenCode 1 2,178 tok
BrianV1981/aim x.com A.I.M. – Actual Intelligent Memory: zero-token exoskeleton for long-running Gemini CLI/Cha 13 Codex, OpenCode 1 2,806 tok
1939869736luosi/codex-sessions-manager npmjs.com CLI, MCP server, and Skill for safe local Codex session audit, cleanup, restore, and verif 13 Codex, OpenCode 1 343 tok
noah-sheldon/ai-dev-kit noahsheldon.dev Production-ready AI dev workflow scaffold with 59 skills, 33 agents, hooks, and rules for 13 Claude Code, Codex, OpenCode 1 3,505 tok
shabaraba/vibing.nvim Neovim plugin for AI-assisted coding: Claude CLI & Codex CLI backends with MCP-powered edi 13 Claude Code, Codex, OpenCode 4 2,172 tok
arslan70/haytham arslan70.github.io Validate startup ideas and generate implementation-ready specs. Claude Code plugin. 13 Claude Code, Codex, OpenCode 9 4,783 tok
arthurkatcher/grok-delegate Grok Build plugin: hand work to local Claude Code or Codex as a background task 13 Codex, OpenCode 1 908 tok
thevibeworks/deva docs.deva.sh Run the official Claude Code, Codex, Gemini, Grok, and Kimi CLIs at full speed inside Dock 13 Claude Code, Codex, OpenCode 2 398 tok
isndev/qb-linq Lazy Enumerable-style LINQ pipelines for C++17: where, select, order_by, group_by, joins, 13 Codex, GitHub Copilot, Cursor, OpenCode 3 1,389 tok
iloveitaly/llm-ide-rules Centralized LLM prompt instructions for Copilot and Cursor, including scripts to convert a 13 Claude Code, Codex, GitHub Copilot, OpenCode 19 18,126 tok
damoqiongqiu/mcp-local-rag Local-first RAG server for developers. Semantic + keyword search for code and technical do 13 Codex, OpenCode 1 2,613 tok
OleksandrKucherenko/mcp-obsidian-via-rest mcp-obsidian.artfulbits.se MCP Server connected to Obsidian Vault with Local REST API. (re-write it completely with B 13 Claude Code, Codex, OpenCode 3 3,828 tok
lie5860/openai-search-mcp 13 Claude Code, Codex, Cursor, OpenCode 40 111 tok
RedberryProducts/mcp-client-laravel Laravel-native client for Model Context Protocol (MCP) servers. Built by Redberry (Diamond 13 Claude Code, Codex, OpenCode 2 2,069 tok
vexxvakan/mcp-docsrs 13 Codex, OpenCode 2 430 tok
narailabs/doc-wiki Documentation wiki generator + maintainer — Claude Code skill + agents + TypeScript helper 13 Claude Code, Codex, Gemini CLI, OpenCode 4 8,196 tok
dzmitrys-dev/supamem pypi.org Project-agnostic dual-memory MCP CLI for Claude Code, Cursor, and OpenCode (Qdrant tuned h 13 Claude Code, Codex, OpenCode 2 3,745 tok
astronomer/astro-airflow-mcp astronomer.io MCP server for Apache Airflow instances. Runs standalone or as an Airflow plugin. 13 Claude Code, Codex, OpenCode 6 749 tok