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

Project Stars Configures Files Always loaded
ARCASSystems/FounderOS A local-first operating layer for founders, on Claude Code. Six markdown files run your bu 7 Claude Code, Codex, Gemini CLI, OpenCode 57 14,530 tok
surendranb/find-research-papers-mcp MCP server for scientific grounding: search arXiv, OpenAlex, Crossref, Semantic Scholar, P 7 Codex, OpenCode 1 600 tok
Johna2an/critical-thinking Open-source Agent Skill for Claude Code that makes Claude reason with explicit probabiliti 7 Claude Code, Codex, OpenCode 2 1,032 tok
Dannykkh/skill-olympus Twelve Greek gods. One command. A working SaaS. 98 skills + 49 agents + 13 hooks for Claud 7 Claude Code, Codex, Gemini CLI, OpenCode 2 9,448 tok
jmagar/swag-mcp SWAG reverse proxy configuration management via MCP. Create, edit, view, and manage nginx 7 Claude Code, Codex, Gemini CLI, OpenCode 3 2,374 tok
Zenetusken/consolidate-memory Sleep-time memory consolidation for Claude Code agents, with a cross-project shared-consci 7 Claude Code, Codex, OpenCode 2 9,306 tok
AgentsORG/naive-design skills.sh Naive design as an agent skill — warm, intentionally-imperfect aesthetic; the disciplined 7 Codex, OpenCode 1 1,320 tok
shipstatic/ship shipstatic.com The simplest CLI for shareable links to your web files. Password optional. 7 Claude Code, Codex, OpenCode 2 21,663 tok
muhammad1438/academic-writer-skills 27 specialist academic writing skills for Claude Code, Gemini CLI, and Cursor IDE 7 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 10,158 tok
mickeyyaya/evolve-loop mickeyyaya.github.io CI/CD for AI-written code: a different model audits each change, and deterministic gates d 7 Claude Code, Codex, Gemini CLI, OpenCode 7 17,524 tok
luca-mastrostefano/agent-native-setup The package manager for agent-native setups: discover the community's top-adopted profiles 7 Claude Code, Codex, Gemini CLI, OpenCode 5 406 tok
envibagus/cortex A native macOS control center for your local AI stack: Claude Code sessions, costs, skills 7 Codex, OpenCode 1 1,464 tok
w00fx/spec-anchored-agentic-development raphamoura.dev Spec-Anchored Agentic Development — methodology + ready-to-install Claude Code bundle: one 7 Claude Code, Codex, OpenCode 15 836 tok
Thanarak-q/graph-engineering-workflow A portable Agent Skill for dynamic graph-of-loops coding workflows. 7 Codex, OpenCode 1 924 tok
shortcuts/radin 🐀 agentic software factory for those who have to save tokens 7 Claude Code, Codex, OpenCode 2 5,810 tok
LoomA8osAgent/a8-loom-coordinator Governance, skills, and hooks stack for running Claude (or any capable LLM) as an autonomo 7 Claude Code, Codex, OpenCode 1 1,568 tok
gabrielzucco/cerebro-inevita inevitasociety.com Company Brain open source: segundo cérebro de negócio local-first que roda no agente de IA 7 Claude Code, Codex, Gemini CLI, OpenCode 26 4,483 tok
IvanKuzyshyn/dotfiles Dotfiles optimized for speed, coffee, and questionable life choices. 😜 7 Claude Code, Codex, OpenCode 2 3,264 tok
MangroveTechnologies/mangrove-agent mangrovedeveloper.ai Mangrove gives trading agents guardrails. Local MCP server and plugin: built-in risk manag 7 Claude Code, Codex, OpenCode 6 278 tok
mfmezger/ai_agent_dotfiles Dotfiles for Coding Agent Configs with Skills etc. For Claude Code, Codex, Pi, OpenCode an 7 Claude Code, Codex, OpenCode 2 1,579 tok
MatrixFounder/Agentic-development A robust agentic workflow for LLM-based development. Features role-based orchestration (An 7 Claude Code, Codex, Gemini CLI, OpenCode 6 12,234 tok
Sudhakaran88/solopreneur-skills linkedin.com 42 opinionated, research-backed marketing & growth skills for solopreneurs — as a Claude C 7 Claude Code, Codex, OpenCode 2 1,975 tok
shalintripathi/organic-os organicos.shivaatripathi.com Run an always-on SEO/AEO growth loop on your own site with Claude: pulls GA4 and Search Co 7 Codex, OpenCode 1 840 tok
satoshiman/mdsvr mdsvr.js.org Markdown folder → website. One command. Zero config. 7 Codex, OpenCode 1 1,647 tok
uid13/skills skills.sh AI Agent Skills Monorepo: hq (market data queries), pp (Pinterest galleries), imagegen-mag 7 Codex, OpenCode 1 908 tok
zebbern/pocmap zebbern.github.io MCP-native CVE, PoC & exploit discovery toolkit (Metasploit, Nuclei, GitHub & more) 7 Claude Code, Codex, OpenCode 2 4,679 tok
ytvee-dev/webdev-agent-kit ytdev.me A cross-platform frontend kit for Codex, Claude Code, Cursor, OpenCode, etc. It helps AI c 7 Codex, OpenCode 1 1,468 tok
YuriyEnshin/ConfluenceImportExport CLI and MCP server for two-way syncing Confluence Server / Data Center / Cloud pages with 7 Claude Code, Codex, OpenCode 4 1,065 tok
Nainish-Rai/agent-rollback Git-like undo and rollback checkpoints for OpenAI Codex CLI. Snapshot, diff, and restore f 7 Codex, OpenCode 1 219 tok
MadGapun/PBP Local AI job application assistant for the German-speaking job market (DACH) — job search, 7 Claude Code, Codex, OpenCode 5 11,646 tok
EricLortie/laborforge-release Docker-based, multi-tenant platform for autonomous AI agent ecosystems — runs on local or 7 Claude Code, Codex, OpenCode 2 4,536 tok
VMAFx/vmafx vmafx.dev VMAFx: perceptual video quality assessment (VMAF), GPU-accelerated and SIMD-tuned. CUDA, S 7 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 53 11,533 tok
nvdigitalsolutions/mcp-ai-wpoos nvdigitalsolutions.com NV Digital Open Operator System (NV oOS) is an Object-Oriented AI Framework/Harness for Wo 7 Codex, GitHub Copilot, OpenCode 2 11,098 tok
sandraschi/openclaude-mcp FastMCP 3.2 server plus Webapp for using the leaked Claude Code locally with ollama and op 7 Claude Code, Codex, OpenCode 2 386 tok
atlyslabs/gideon engineering.atlys.com Open-source AI work assistant. Connects to Gmail, Slack, Calendar, Notion, Linear and GitH 7 Codex, OpenCode 1 4,243 tok
nolainjin/paper-verify pypi.org Standalone citation fact-checking tool for markdown/docs — extract, fetch, judge, score, r 7 Codex, OpenCode 1 588 tok
quangdang46/livekit_agent_simulator Black-box LiveKit voice agent testing: real WebRTC/SIP calls with an AI caller. Catch barg 7 Codex, OpenCode 1 4,436 tok
dinpd/AgentAction agentaction.dev Trust infrastructure for autonomous AI agents: decision assurance, action authorization, r 7 Codex, OpenCode 1 586 tok
Dicklesworthstone/franken_snowflake Clean-room, Rust-first, Asupersync-native Snowflake SQL API connector for coding agents: d 7 Codex, OpenCode 1 3,681 tok
pacnpal/mcpelevator The missing MCP gateway you always wanted. Elevate MCP servers into authenticated HTTP end 7 Claude Code, Codex, OpenCode 2 8,309 tok
meghal86/promptsonar promptsonar.vercel.app Static security scanner for AI prompts, MCP configs, and agent workflows. Zero LLM calls. 7 Claude Code, Codex, OpenCode 3 2,929 tok
appautomaton/pi-arcweld appautomaton.com Pi Arcweld, an auditable local workspace for Pi: pinned upstream source, curated extension 7 Codex, OpenCode 1 1,146 tok
strands-compose/sdk-python Zero-code YAML-driven agent orchestration over strands-agents 7 Claude Code, Codex, Kiro, OpenCode 4 1,171 tok
owncloud/ocis-mcp-server MCP server exposing ownCloud Infinite Scale (oCIS) as 80 AI-accessible tools 7 Claude Code, Codex, OpenCode 2 661 tok
jianchen08/Agent-os-open A highly configurable, self-evolving AI Agent operating system with plugin pipeline, multi 7 Codex, OpenCode 1 3,921 tok
mocaOS/cortex-app docs.cortex.eco Institutional memory for the agentic era. Open-source GraphRAG knowledge base: documents i 7 Claude Code, Codex, OpenCode 3 948 tok
coolight7/agentxx C++ AI Agent like langgraph. Supports embedding in regular programs to extend them with AI 7 Codex, OpenCode 1 30,635 tok
sabbour/agentweaver sabbour.me Run an AI agent on a task inside a sandboxed git worktree, stream every step live, and gat 7 Claude Code, Codex, GitHub Copilot, OpenCode 59 1,009 tok
jeremylongshore/intent-outreach demos.intentsolutions.io Model-agnostic, Claude-Code-native SDR orchestrator: research → enrich → outreach over you 7 Claude Code, Codex, OpenCode 5 5,526 tok
DeconBear/vibe-analog AI-powered interactive circuit design workflow — from natural language requirements to ver 7 Claude Code, Codex, OpenCode 2 632 tok