How real projects configure their agents

23,761 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 Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
CyannSHI/ai-interview-kit Engineer user-research methodologies into AI prompts — professional-grade phone interviews 11 Claude Code, Codex, GitHub Copilot, OpenCode 3 911 tok
ashp15205/vibe-coding-essentials The workflow framework for AI-assisted development. Four operating modes, 25 golden rules, 11 Codex, OpenCode 1 1,394 tok
kks0488/vibe-codex Evidence-first workflow skills for Codex CLI: right-sized planning, Two-Strike re-plan, an 11 Codex, OpenCode 1 454 tok
hburaktasyurek/karpathy-interaction-guidelines Behavioral guidelines for LLM tools (AGENTS.md). Installer wires Claude Code, Codex, OpenC 11 Claude Code, Codex, OpenCode 2 1,281 tok
MustafaKadhim/Coding-Agent-Guidelines-Radiotherapy This is my personal coding guidelines optimized for radiotherapy research and inspired by 11 Claude Code, Codex, OpenCode 2 4,472 tok
cyb213/Lab-Zero nikoloz.limon10.com A clone-and-go workspace that gives your AI coding agent a memory — semantic recall, built 11 Claude Code, Codex, OpenCode 16 1,498 tok
tenondecrpc/cc-statusline Claude Statusline: a lightweight Bash + jq statusline for Claude Code with model, context, 11 Claude Code, Codex, OpenCode 2 2,734 tok
Dallionking/agent-goal-skill Claude Code skill that shapes rough goal descriptions into polished /goal prompts for Code 11 Codex, OpenCode 1 857 tok
d13/vscode-web-components-ai marketplace.visualstudio.com Supercharge your AI coding assistants with web component information from your workspace a 11 Codex, OpenCode 1 1,377 tok
bostonaholic/team team.bostonaholic.dev You have been made tech lead. Your team never sleeps. 11 Claude Code, Codex, OpenCode 5 3,963 tok
IdraDev/Diagrammer 📐 A minimal viewer for LLM-authored diagrams. Local-first, schema-driven, no account, no 11 Claude Code, Codex, OpenCode 2 573 tok
tse-wei-chen/hs-sql-agent sql-agent.net .NET SQL Agent MCP server featuring raw SQL input, strict AST validation, and an embedded 11 Codex, OpenCode 1 825 tok
joe-broadhead/open-cowork joe-broadhead.github.io Open Cowork is a desktop, cloud and gateway workspace for OpenCode. 11 Codex, OpenCode 1 1,466 tok
yaniv-golan/mcp-bash-framework Portable Bash-only framework for building stdio Model Context Protocol (MCP) servers with 11 Claude Code, Codex, OpenCode 2 1,603 tok
kurone-kito/idd-skill 🤖 An automated setup kit for implementing loop engineering based on issue-driven developm 11 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 25 124,416 tok
madeindigio/remembrances-mcp madeindigio.github.io A multimodal memory MCP server for made that your AI assistant learn from you and itself. 11 Codex, GitHub Copilot, OpenCode 3 675 tok
Dexter-DAO/dexter-mcp Source for the hosted Dexter and OpenDexter MCP runtimes, including OAuth-bound Wallet, x4 11 Claude Code, Codex, OpenCode 2 1,803 tok
ConflictHQ/navegador navegador.dev AST + knowledge graph context engine for AI coding agents 11 Claude Code, Codex, OpenCode 2 1,082 tok
trakli/webservice trakli.app AI-native and modern personal income tracking. 11 Codex, OpenCode 1 1,808 tok
juanibiapina/mcpli A command-line interface for interacting with MCP (Model Context Protocol) servers 11 Codex, OpenCode 1 55 tok
pr1m8/haive-mcp pypi.org Dynamic MCP integration for AI agents — search 1,960+ servers, install with HITL approval 11 Claude Code, Codex, OpenCode 2 3,311 tok
qurtai/qurt qurt.ai Your AI coworker powered by every model 11 Codex, OpenCode 1 476 tok
edgestorage/web-cap Web-Capability: Script-first web capabilities for AI agents. Run in-page scripts, save wo 11 Codex, OpenCode 1 414 tok
sane-apps/SaneProcess saneapps.com Workflow guardrails for coding agents and LLM-assisted development: AGENTS.md, native hook 11 Claude Code, Codex, GitHub Copilot, OpenCode 9 4,293 tok
Shangri-la-0428/oasyce_psyche psyche.oasyce.com AI-first subjectivity kernel for agents — persistent emotional state, relation dynamics, a 11 Claude Code, Codex, OpenCode 2 2,091 tok
PieceOfFall/jdbg Debug Java like an agent: persistent runtime sessions, safe JDI inspection, jdb fallback, 11 Claude Code, Codex, OpenCode 2 7,567 tok
enmanuelmag/heimdall-mcp stack.cardor.dev Transparent MCP proxy with OpenTelemetry tracing. Wrap any MCP server and persist traces t 11 Claude Code, Codex, OpenCode 8 1,444 tok
KHAEntertainment/docker-swarm-mcp MCP server for Docker Swarm orchestration using FastAPI and Docker SDK 11 Codex, OpenCode 1 212 tok
Arenukvern/skill_steward docs.page “What’s the thing?” You’d answer: “Skills that teach you how to maintain skills & repos”. 11 Claude Code, Codex, OpenCode 2 1,998 tok
Nam-Cheol/namba-ai velog.io Prompt refinement and workflow orchestration for Codex: turn vague ideas into scoped goals 11 Claude Code, Codex, OpenCode 27 1,571 tok
microsoft/Build26-DEM341-any-agent-any-cloud-standardized-tracing-with-foundry-and-opentelemetry build.microsoft.com Demo walkthrough and sample code for standardized multi-agent observability across clouds 11 Codex, GitHub Copilot, OpenCode 2 1,029 tok
ImitationGameLabs/aifed A text editor designed for AI agents. 11 Claude Code, Codex, OpenCode 2 644 tok
Jarcis-cy/codex-island-app Dynamic Island-style macOS companion for Codex CLI with local session tracking, SSH remote 11 Codex, OpenCode 1 2,050 tok
ivy00johns/Skill-Madness Skill-Madness — all the skills, all the agents, all the chaos. 11 Claude Code, Codex, OpenCode 2 2,592 tok
bkircher/skills Minimal skill pack for Codex/Claude Code 11 Codex, OpenCode 1 72 tok
hututuQQQ/sigma sigmacode.biz Open-source AI coding agent that survives interruptions, runs in a native sandbox, and pro 11 Codex, OpenCode 1 312 tok
tbcrawford/opm tbcrawford.github.io Switch between isolated OpenCode environments — MCPs, models, agents, and AGENTS.md — with 11 Codex, OpenCode 1 1,573 tok
simonsysun/seeklink SeekLink — hybrid semantic search for markdown vaults. Four-channel RRF fusion, MLX rerank 11 Claude Code, Codex, OpenCode 2 1,709 tok
Rodriguespn/improve-skills-workshop-aie-europe 11 Claude Code, Codex, OpenCode 4 61 tok
marc0der/ralph 11 Claude Code, Codex, OpenCode 2 8,570 tok
MuduiClaw/ClawKing ClawKing 🦞 — A polished, ready-to-use OpenClaw edition that brings AI out of the chat win 11 Codex, OpenCode 1 2,114 tok
soulmachine/ubuntu-provision One-click Ubuntu installation 11 Claude Code, Codex, OpenCode 3 961 tok
weibaohui/ntd AI-powered task engine 11 Claude Code, Codex, OpenCode 2 6,330 tok
oxidian/cc-plugins oxidian.com Plugins to keep claude code on the rails. 11 Claude Code, Codex, OpenCode 3 686 tok
AlexSkrypnyk/scaffold getscaffold.dev 🪜 Generic project scaffold template 11 Claude Code, Codex, OpenCode 3 2,808 tok
ybz21/Roam 11 Claude Code, Codex, OpenCode 2 3,172 tok
Nebryx/sui-dev-skill Claude Code skill for modern sui development 11 Codex, OpenCode 1 619 tok
Sungmin-Cho/skill-legal-kr A Korean law and case law lawyer skill (Claude Code project skill) 11 Claude Code, Codex, OpenCode 4 1,817 tok
bodangren/git-workflow Spec-Driven Git Workflow plugin for Claude Code - Comprehensive development workflow with 11 Codex, OpenCode 1 761 tok
lirantal/mcp-server-nodejs-api-docs MCP Server for Node.js API documentation 11 Codex, OpenCode 1 357 tok