How real projects configure their agents

1,906 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 agents7,450Claude Code6,586Data and AI3,698Backend and APIs3,488Languages3,402Planning3,191Git and workflow3,129Code review2,728Memory and context2,353Testing2,330DevOps and cloud2,293Research2,288Writing and docs2,283Frontend2,242Security1,990Productivity1,704

All Claude Code32,053 Codex23,184 OpenCode21,956 GitHub Copilot3,523 Gemini CLI1,906 Cursor1,729 Windsurf98 Kiro64

Project Stars Configures Files Always loaded
Dannykkh/skill-olympus Twelve Greek gods. One command. A working SaaS. 98 skills + 49 agents + 13 hooks for Claud 5 Claude Code, Codex, Gemini CLI, OpenCode 2 9,521 tok
jmagar/swag-mcp SWAG reverse proxy configuration management via MCP. Create, edit, view, and manage nginx 5 Claude Code, Codex, Gemini CLI, OpenCode 3 2,374 tok
mickeyyaya/evolve-loop mickeyyaya.github.io Autonomous CI/CD for AI-written code: plans, builds, and adversarially audits changes to a 5 Claude Code, Codex, Gemini CLI, OpenCode 7 7,756 tok
luca-mastrostefano/agent-native-setup The package manager for agent-native setups: discover the community's top-adopted profiles 5 Claude Code, Codex, Gemini CLI, OpenCode 5 406 tok
gg-mo/second-thought-agent-skill A critique-first agent skill that challenges every decision before execution—catching flaw 5 Claude Code, Codex, Gemini CLI, OpenCode 3 49 tok
gabrielzucco/cerebro-inevita inevitasociety.com Company Brain open source: segundo cérebro de negócio local-first que roda no agente de IA 5 Claude Code, Codex, Gemini CLI, OpenCode 23 3,950 tok
kondukt-dev/core kondukt.dev Postman for MCP — test, validate, debug, and scaffold Model Context Protocol servers. Itse 5 Claude Code, Codex, Gemini CLI, OpenCode 3 1,504 tok
Maksim-Burtsev/simple-man Cut the chatter. Keep the work. A measured communication policy for coding agents: −32% ou 5 Claude Code, Codex, Gemini CLI, OpenCode 3 1,368 tok
weitzu-com/ai-article-factory AI Article Factory — a Claude Code skill that turns any material/topic/product into illust 5 Claude Code, Codex, Gemini CLI, OpenCode 3 1,465 tok
fakiho/neohive neohive.alionix.com One command. Your AI agents can talk to each other. The MCP collaboration layer for Claude 5 Claude Code, GitHub Copilot, Cursor, Gemini CLI 19 5,336 tok
MatrixFounder/Agentic-development A robust agentic workflow for LLM-based development. Features role-based orchestration (An 5 Claude Code, Codex, Gemini CLI, OpenCode 6 8,934 tok
stroops/sloop stroops.tech The local-first control layer for your AI coding CLIs — one context, one cross-repo fleet 5 Claude Code, Codex, Gemini CLI, OpenCode 3 413 tok
ValorVie/custom-skills Automated AI dev environment setup CLI with curated Skills collection for Claude Code and 5 Claude Code, Codex, Gemini CLI, OpenCode 5 4,479 tok
rshade/mcp-devtools-server rshade.github.io AI-powered development tools server for Claude Code and MCP clients. 40+ tools for Go, Nod 5 Claude Code, Codex, Gemini CLI, OpenCode 18 10,420 tok
DongDuong2001/pudo-code-system dongduong2001.github.io Modular, scalable, automated development intelligence. 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 8 1,949 tok
markdavidgan/apple-dev-skills Apple platform development skills for Claude Code, Cursor, Kimi Code, Antigravity, Codex C 5 Claude Code, Codex, Gemini CLI, OpenCode 3 7,239 tok
netresearch/matrix-skill Three Agentic Skills for Matrix: encrypted chat with a daemon that follows rooms live, Syn 5 Claude Code, Codex, Gemini CLI, OpenCode 3 2,744 tok
nobrainer-tech/nobrainer-tech-skills nobrainer.tech Portable agentic workflows for guarded autonomy, visible sessions, SDD, decisions, RCA, ev 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,743 tok
frane/grpvn Chat between the AI agents on your machine — they coordinate, ask each other questions, an 5 Gemini CLI 1 246 tok
erraggy/oastools erraggy.github.io OpenAPI Specification (OAS) tools for validating, parsing, fixing, converting, diffing, jo 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 20 11,190 tok
jmerelnyc/paygate-402 Turn any API or MCP server into a paid service 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 657 tok
agentrq/agentrq-gemini-extension agentrq.com AgentRQ - Task manager for AI agents. Gemini CLI extension makes gemini empower to manage 5 Gemini CLI 1 140 tok
ApexIQ/skillsmith pypi.org One command to make any repo agent-ready. Scaffolds .agent/ workspace, platform instructio 5 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 3,432 tok
epicsagas/Episteme crates.io A production-ready knowledge graph system for software engineering that connects design pa 5 Claude Code, Codex, Gemini CLI, OpenCode 2 3,022 tok
PO-VINCENT/ai-shopping-audit Lighthouse for AI shopping: audit any product page for AI-agent readiness. 0-100 score, ev 5 Claude Code, Codex, Gemini CLI, OpenCode 3 409 tok
provasign/prism provasign.dev Semantic change intelligence for coding agents — complete impact sets, edit-ready context, 5 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Windsurf 14 5,303 tok
ahmadshady747-create/LOCUS Deterministic AST Safety Guard, High-Throughput Compound Pipelines, Bidirectional Intent S 5 Claude Code, Codex, Gemini CLI 4 533 tok
MARUCIE/authbox Your keys. Your identity. Unstoppable. -- Seed-phrase password manager with AI agent gatew 5 Claude Code, Codex, Gemini CLI, OpenCode 3 45,287 tok
alfredobs97/dart_docs_mcp A local Model Context Protocol (MCP) server that provides an AI agent with the ability to 5 Gemini CLI 1 723 tok
itallstartedwithaidea/gemini-cli-googleadsagent googleadsagent.ai Google Ads commands & AI agent skills for Gemini CLI — analyze campaigns, audit accounts, 5 Claude Code, Gemini CLI 8 1,084 tok
Leodorareluctant259/superpowers-zh Translate and adapt Superpowers for Chinese AI coding tools, with 20 skills and 6 China-sp 5 Gemini CLI 1 27 tok
fishwww-ww/dingtalk-mcp geminicli.com A Gemini CLI extension for DingTalk's MCP server. 5 Gemini CLI 1 921 tok
ApiliumCode/aingle apilium.com The verifiable memory cortex for AI agents: a semantic graph and vector search with zero-k 5 Gemini CLI 1 627 tok
rafaelghif/antigravity-agents Universal agentic engineering layer for Google Antigravity. Features autonomous multi-agen 5 Claude Code, Codex, Gemini CLI, OpenCode 21 1,701 tok
Mazalucas/El-DT Orchestrator structure for projects management with Antigravity/Cursor, etc 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 8 24,428 tok
mikhailkogan17/cybermem cybermem.dev Remote Self-hosted Memory MCP Server 5 Gemini CLI 1 7,572 tok
dimosgit/grounded-knowledge-engine gke.dimouzunov.com Local-first engine that grounds an AI agent's answers in your own Markdown and captures wh 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,084 tok
accd/verchestra accd.github.io Verified, portable AI software-delivery harness with policy gates, read-only data probes, 5 Claude Code, Codex, Gemini CLI, OpenCode 3 1,151 tok
DeHor-Labs/transcreve-ai Multimodal video dossiers for agents: transcripts, frames, OCR, evidence, and RAG-ready kn 5 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 7 2,966 tok
mbanderas/maestro marklaursen.com Achieve Frontier AI performance in your CLI — fuse the local model CLIs you already run. F 5 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 5 5,441 tok
saski/arnesto Arnesto — the agent harness that got out of hand 5 Claude Code, Codex, Gemini CLI, OpenCode 3 21 tok
laird/agents Agent protocols and configurations for SPARC development 5 Claude Code, Codex, Gemini CLI, OpenCode 4 6,989 tok
N4M3Z/forge-core Module-building skills for your AI ecosystem — build skills, build agents, architect repos 5 Claude Code, Codex, Gemini CLI, OpenCode 3 3,271 tok
Jonkimi/create-conductor-flow npmjs.com Bring Conductor, a spec-driven workflow for Gemini CLI, to any coding agent environment. 5 Claude Code, Gemini CLI 8 1,066 tok
ZhanZiyuan/winget-mcp geminicli.com A Gemini CLI extension for the Windows Package Manager (WinGet) MCP server. 5 Gemini CLI 1 163 tok
kudosity/gemini-kudosity-sms-extension Send SMS and MMS messages, manage contact lists, and configure webhooks using the Kudosity 5 Gemini CLI 1 1,115 tok
Azure/documentdb-agent-kit Agent Skills pack for Azure DocumentDB (MongoDB compatibility) - vector search, full-text 5 Claude Code, Codex, Gemini CLI, OpenCode 2 3,094 tok
TechyMT/claude-code-superpowers 16 engineering patterns extracted from Claude Code's production source code, packaged as s 5 Claude Code, Codex, Gemini CLI, OpenCode 3 2,315 tok
Muntello/vibe-project-template 5 Claude Code, Codex, Gemini CLI, OpenCode 4 2,448 tok
giggsoinc/raven AI-native engineering discipline for Claude Code · 60 skills · 10 guard agents · CVE scann 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 11 5,007 tok