How real projects configure their agents

24,785 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
StudioVibi/VibiNet 20 Codex, OpenCode 1 2,250 tok
jumppad-labs/spektacular spektacular.dev Spec-driven development for AI coding agents. Spektacular helps you to generate specificat 20 Claude Code, Codex, OpenCode 4 4,884 tok
xTeardx/diaphora-mcp MCP server for automated binary diffing. 20 Claude Code, Codex, OpenCode 2 1,278 tok
angadhn/botference botference.com One room, three minds: a multi-LLM planning council for your terminal — you, Claude Code, 20 Claude Code, Codex 27 179 tok
core0-io/nio core0-io.github.io Execution assurance agent guard and observability for autonomous AI operating in productio 20 Claude Code, Codex 1 3,473 tok
phenomenoner/neoapi-skill Fubon Neo Python skill package: trading and market data workflows, test environment integr 20 Claude Code, Codex, Gemini CLI, OpenCode 3 2,425 tok
Teycir/Assumptions A SKILL that turns a code diff into an evidence-backed ledger of hidden assumptions, failu 20 Claude Code, Codex, OpenCode 2 273 tok
IronSecCo/ironclaw ironsecco.github.io Security-first, self-hosted AI agents - isolation you can prove, not just promise. 20 Claude Code, Codex, OpenCode 2 315 tok
yultyyev/better-auth-firebase-auth npmjs.com Use Firebase Authentication (Phone SMS OTP, Google, Email) with Better Auth sessions, orga 20 Claude Code, Codex, OpenCode 2 2,443 tok
realnaka/alphaloop A human-agent investment research loop: you set the direction, AI helps verify information 20 Codex, OpenCode 1 980 tok
buildinternet/uploads uploads.sh Lightweight file host and upload tools for coding agents to add artifacts to pull requests 20 Claude Code, Codex, OpenCode 2 5,047 tok
Knuckles-Team/servicenow-api ServiceNow MCP Server and API Wrapper 20 Claude Code, Codex, OpenCode 2 4,722 tok
asimons81/nexusos Files you own. Memory your agents can trust. Also: your AI won't gaslight you about what's 20 Codex, OpenCode 1 1,779 tok
Signal-Loop/UnityCodeMCPServer Unity Code MCP Server is a powerful tool for the Unity Editor that gives AI Agents ability 20 Claude Code, Codex, OpenCode 4 729 tok
Bugb-Technologies/guardlink guardlink.bugb.io AI-maintained security annotations for code. Continuous threat modeling, enforced in CI. 20 Claude Code, Codex, GitHub Copilot, OpenCode, Windsurf 4 4,173 tok
aws-samples/sample-multi-tenant-saas-mcp-server Multi-Tenant remote MCP server with Amazon Cognito and remote client with Amazon Bedrock h 20 Codex, OpenCode 1 1,043 tok
thixpin/pitway pitway.thixpin.me The pit crew for agentic coding. 20 Claude Code, Codex, OpenCode 2 2,002 tok
ng-galien/maket ng-galien.github.io Visual design workspace for AI assistants: create posters, flyers, labels and social posts 20 Claude Code, Codex, OpenCode 2 4,223 tok
deltawi/deltallm deltallm.io Self-hosted LLM gateway with SSO, audit logs, client access controls, routing, and usage t 20 Codex, OpenCode 1 282 tok
itsmostafa/hivemind 20 Claude Code, Codex, OpenCode 2 1,053 tok
MoonshotAI/kimi-help-center kimi.com Kimi Help Center is an intelligent Q&A routing system that directs user questions to the r 20 Codex, OpenCode 1 2,415 tok
fiveonecode/agent-skills Curated list of skills our agents use 20 Codex, OpenCode 1 236 tok
linshidream/skill-hub A general-purpose Skill Hub for multi-Agent systems, enterprise self-hosted Agents, and se 20 Claude Code, Codex, OpenCode 2 1,505 tok
crypto-com/crypto-agent-trading Agent skill for trading crypto via the Crypto.com API. Buy, sell, swap, and query balances 20 Codex, OpenCode 1 310 tok
bjesuiter/opencode-acp-skill A skill developed for clawdbot to control opencode via ACP (Agents Communication Protocol) 20 Codex, OpenCode 1 1,768 tok
gtesei/agentic_design_patterns Agentic AI Design Patterns 20 Codex, OpenCode 1 3,822 tok
Doctor-wu/agent-im-relay A platform-agnostic bridge that connects AI agents to instant messaging platforms. 20 Claude Code, Codex, OpenCode 2 896 tok
MHW888888/aegisloop Local Codex control with bounded runs, crash recovery, and auditable results. Optional Cha 20 Codex, OpenCode 1 393 tok
satasuk03/thai-personal-finance-planner An Agent skill that turns AI into a personal financial planner for Thailand — Thai tax (ภง 20 Claude Code, Codex, OpenCode 2 4,732 tok
RobSpectre/mvf1 A Python package and command line interface to control video players for MultiViewer For F 20 Claude Code, Codex, OpenCode 2 1,214 tok
nokia/mcp-redfish 20 Codex, GitHub Copilot, OpenCode 2 4,668 tok
yourbuddyconner/valet Self-hosted background coding agents with full dev environments. 20 Claude Code, Codex, OpenCode 2 7,797 tok
oeftimie/vv-claude-harness This is my Claude Code harness, a combination between Anthropic's guidelines for long runn 20 Claude Code, Codex, OpenCode 6 1,768 tok
sam-agents/sam SAM - Autonomous TDD agent system for Claude Code, Cursor, Gemini CLI, GitHub Copilot, and 20 Claude Code, Codex, OpenCode 10 2,782 tok
hereisSwapnil/memwiki A persistent memory protocol for AI coding agents that gives projects a shared, markdown b 20 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 680 tok
atomantic/UEMCP Python Unreal Engine Plugin and Node.js MCP Server 20 Claude Code, Codex, OpenCode 6 1,656 tok
oneworks-ai/app oneworks.cloud One Works application monorepo for AI agents, plugins, desktop, web, CLI, and Relay. 20 Codex, OpenCode 1 6,793 tok
pluginslab/wp-agentic-kit pluginslab.com Starter kit for agentic WordPress development. CLAUDE.md/AGENTS.md templates, the wordpres 20 Claude Code, Codex, OpenCode 8 3,997 tok
ironlint/ironlint Agentic-native linting tool to enforce deterministic quality gates 20 Claude Code, Codex, OpenCode 2 1,745 tok
kriasoft/mcp-client-gen medium.com Turn any MCP server into a type-safe TypeScript SDK in seconds - with OAuth 2.1 and mul 20 Claude Code, Codex, OpenCode 2 1,782 tok
beyond5959/acp-adapter Bridging Codex , Claude Code and Pi to Agent Client Protocol (ACP) with Go. 20 Claude Code, Codex, OpenCode 2 2,572 tok
SkeneTechnologies/plg-skills 20 Codex, GitHub Copilot, Cursor, OpenCode 3 596 tok
grafana/grafana-cube-datasource grafana.com A Grafana data source plugin that brings semantic layer analytics via Cube. Define metrics 20 Codex, Cursor, OpenCode 2 997 tok
HWYD/ai-mind An AI Native Runtime Skeleton that continuously evolves by version. It starts with a local 20 Claude Code, Codex, OpenCode 17 3,698 tok
shutootaki/gwm Git worktree manager cli. Switch Git contexts with zero friction. Review pull requests, cr 20 Claude Code, Codex, OpenCode 6 1,160 tok
alicomert/pixcode Self-hosted AI coding agent control plane — Claude Code, Codex, Gemini CLI, Cursor, Qwen & 20 Codex, OpenCode 1 3,371 tok
cyanheads/toolkit-mcp-server npmjs.com Generate random IDs, QR codes, and hashes, encode and decode values, and geolocate IPs, pl 20 Claude Code, Codex, OpenCode 2 17,918 tok
veryfront/veryfront-code veryfront.com Full-stack framework for building AI apps and agents with TypeScript and React. Works with 20 Claude Code, Codex, OpenCode 9 4,626 tok
romiluz13/pi-agent-skills 20 Codex, OpenCode 1 584 tok
workato-devs/recipe-skills Connector-specific knowledge for AI coding agents building Workato recipes. Datapill synta 20 Claude Code, Codex, OpenCode 8 1,061 tok