How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
calven-ai/demoverse Grow a fake company's entire sales history across CRM, calls, email and Slack that moves e 4 Claude Code, Codex, OpenCode 7 3,794 tok
Abhillashjadhav/AI-PM-essential-skills Installable Claude Code plugins for AI product evaluation, model routing, guarded loops, a 4 Claude Code, Codex, OpenCode 3 1,227 tok
saitarrun/Sdlc-ai-workflow npmjs.com Claude Code plugin for end-to-end SDLC automation with role-specific agents, reusable skil 4 Claude Code 1 1,213 tok
netresearch/netresearch-branding-skill netresearch.github.io Agent Skill for implementing Netresearch brand guidelines - colors, typography, components 4 Codex, OpenCode 1 808 tok
truman-t3/industrial-design-portfolio-skill truman-t3.github.io Evidence-first industrial design portfolio Skill for Codex, Claude Code, Cursor, Gemini CL 4 Claude Code, Codex, Gemini CLI, OpenCode 3 7,821 tok
crimx/skills A collection of agent skills I use in real work. 4 Codex, OpenCode 1 490 tok
ca-who-codes/ultimate.UIUX.design.skills One-stop design context pack for AI coding agents — two tracks: interfaces (web/apps, comp 4 Claude Code, Codex, OpenCode 2 1,707 tok
kitepon/Throughline npmjs.com Cut ~90% of Claude Code's context usage while keeping nearly all the memory 4 Claude Code, Codex, OpenCode 4 21,134 tok
amlei/amlei-resume An Agent Skills package for writing resumes, running in AI assistants such as Claude Code, 4 Codex, OpenCode 1 995 tok
rhein1/fable5-codex OpenAI Codex plugin for evidence-first code review, audits, fact checks, run contracts, an 4 Codex, OpenCode 1 372 tok
Beat-YT/omnivox-mcp Self-hosted bridge to Omnivox (Quebec CEGEP portal): MCP server, REST tool gateway with Op 4 Claude Code 1 2,489 tok
PralhadYadawad/avvarre avvarre.com AI context that survives the chat window. Persistent repo memory, impact analysis, and ins 4 Claude Code, GitHub Copilot, Cursor 17 2,387 tok
aderaaij/loopback-training-server Self-hosted backend for Loopback – Run Coach: workout tracking, Apple Watch training queue 4 Claude Code 1 8,389 tok
monkfromearth/intermind npmjs.com An MCP server that lets Claude Code, Codex, Cursor, Cline, Windsurf, and any other MCP-spe 4 Claude Code 1 2,820 tok
MontoyaAndres/ganju ganju.ai Ganju.ai is a no-code tool for creating fast and scalable MCP servers. 4 Claude Code 1
deploymenttheory/windows-mcp-server A MCP server that bridges AI agents to the Windows desktop. UI Automation, synthetic mouse 4 Claude Code 1 8,704 tok
agentdecksdk/agentdeck agentdecksdk.com AgentDeck SDK: the execution layer for agentic software. Agents, tools and workflows as pl 4 Claude Code 17 2,000 tok
ASK191225/bugbounty-kit Production bug bounty operations kit — LLM brain, token scanner, HackerOne MCP, RAG pipeli 4 Claude Code 2 5,395 tok
Xerrion/servicenow-platform-mcp A developer & debug-focused MCP server for ServiceNow - platform introspection, change int 4 Codex, OpenCode 1 30 tok
hexproofdev/oring Unprivileged, self-applied Landlock + seccomp confinement wrapper — no root, no daemon, on 4 Claude Code 1 1,181 tok
everclear077/dsh-progressive-tools Progressive tool discovery for DeepSeek Harness — tiny stable surface, searchable catalog, 4 Claude Code, Codex, OpenCode 2 944 tok
lizard-build/lizard-cli lizard.build Deploy and manage apps on Lizard from your terminal — upload and deploy code, stream logs, 4 Codex, OpenCode 1 1,516 tok
agno-agi/agentos-render docs.agno.com AgentOS: Serve agents over API, MCP, and chat interfaces like Slack 4 Claude Code, Codex, OpenCode 11 15,298 tok
MuhammadUzair1/Vibe-Engineering-SMIT vibe-engineering-smit.vercel.app 4 Claude Code 1
xsourabhsharma/ai-security-audit-pro Universal security-audit plugin and CLI engine for AI agents with OWASP-mapped reports for 4 Claude Code, Codex, Gemini CLI, OpenCode 3 753 tok
guicybercode/Jig Terminals on a canvas. A local-first desktop workspace for coding-agent CLIs, parallel PTY 4 Codex, OpenCode 1 1,134 tok
miguepoloc/weather_station 4 Claude Code 1
cosmo-autom8s/ai-executive-assistant Your personal executive assistant that lives in your terminal. Built on Claude Code. Manag 4 Claude Code, Codex 25
MilindGaharwar/fettle pypi.org Open-source trust layer for AI coding agents: in-session quality, delegation-safe policy, 4 Claude Code, Codex, GitHub Copilot, OpenCode 18 250 tok
sernst/skills My AI Agent Skills. A nix of ones I've developed myself and others I've adapted from other 4 Codex, OpenCode 1 446 tok
aakashg/pm-github-workflow-repo Practice repo for PMs: learn Git/GitHub for your AI artifacts (skills, CLAUDE.md, evals, a 4 Claude Code 1 380 tok
staticaland/skills Ceremonial grade agent skills 🫖 4 Claude Code, Codex, OpenCode 7 949 tok
aemcoder/skills Set of skills for AEM Coder Stack 4 Claude Code 1 1,546 tok
Netcracker/qubership-ai-packages 4 Claude Code, Codex 9
howells/skills 4 Claude Code, Codex, OpenCode 2 2,055 tok
franciscorizzo/GxObjGen-install 4 Claude Code 2 1,361 tok
RichardHightower/reliable-agentic-lab Lab repo for Engineering Reliable Agentic AI Systems (Packt workshop, 29 August 2026). Tic 4 Claude Code, Codex, OpenCode 6 795 tok
zell12/claude-certified-architect-study-labs 4 Claude Code 1
snyk-labs/snyk-vulnbench 4 Claude Code, Codex, OpenCode 12 2,521 tok
walterwang0x01/tech-learning-and-projects walterwang0x01.github.io A collection of personal technical study notes and practical projects 4 Kiro 20 15,808 tok
Aidas-dev/k8s-agent-skills git.kubexa.tech Agent skills for Kubernetes cluster operations — Cilium, Talos, Flux, Rook-Ceph, CNPG, Git 4 Codex, OpenCode 1 333 tok
yandong2023/java-backend-team An AI Skill configuration package for enterprise Java backend teams, designed to help deve 4 Codex, OpenCode 2 1,789 tok
accordproject/concerto-rust Implementation of Concerto runtime in Rust 4 Codex, OpenCode 1 279 tok
Thomaszhou22/self-discover-skill SELF-DISCOVER: AI agents self-compose reasoning structures. Based on Zhou et al. (2024), N 4 Claude Code, Gemini CLI 2 99 tok
vanities/social-skills Skill-driven social media automation across IG / LinkedIn / X / Pinterest / TikTok via Cla 4 Claude Code, Codex, OpenCode 2 6,807 tok
NetApp/gcnv-mcp-server MCP server for provisioning and managing NAS and iSCSI volumes using Google Cloud NetApp V 4 Claude Code, Codex, Gemini CLI, OpenCode 3 23,364 tok
AEALab/CraftWiki 4 Codex, OpenCode 1 178 tok
TserenTserenov/ZP Zeroth Principles: transdisciplinary meta-constraints + hierarchy map (0→1→2→3) 4 Claude Code 1 440 tok
JayMishra-source/Fantasy-Football-AI-CoManager Complete LLM-agnostic fantasy football automation system with ESPN API integration, MCP se 4 Claude Code 1 2,641 tok
OpenAdaptAI/openadapt-evals pypi.org Windows Agent Arena and GUI-agent evaluation for OpenAdapt. Live support surface. Install 4 Claude Code 1 10,026 tok