How real projects configure their agents

32,564 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 agents8,576Claude Code6,909Git and workflow3,638Data and AI3,577Backend and APIs3,561Languages3,499Planning3,322Code review2,907Testing2,704DevOps and cloud2,498Writing and docs2,488Memory and context2,373Research2,320Frontend2,317Security2,182Project management1,989

All Claude Code32,564 Codex24,947 OpenCode23,868 GitHub Copilot3,726 Gemini CLI2,040 Cursor1,770 Windsurf203 Kiro117

Project Stars Configures Files Always loaded
qbtrix/ripple-iui 🌊 The Semantic Interface Engine for the Agentic Web. Generative UI from JSON specs, with 8 Claude Code 1 2,738 tok
nulang-org/nulang nulang.org Nulang is a type-safe programming language and runtime designed for building fast, distrib 8 Claude Code, Codex, OpenCode 2 11,422 tok
marcosrodsa/mega-brain AI Knowledge Management System - Transform expert materials into actionable playbooks 8 Claude Code 7 —
TronLink/tronlink-skills 8 Claude Code, Codex, OpenCode 2 1,402 tok
inklate/social-skills inklate.com Social media skills for your AI agents 8 Claude Code, Codex, OpenCode 2 1,167 tok
zhangxiao6776/houdini-skills-for-share Claude Code skills for SideFX Houdini — GPU kernels, MCP automation, OFX plugin developmen 8 Claude Code 1 307 tok
huanbin233/jinjiancheng-skill jinjiancheng-skill 8 Claude Code, Codex, OpenCode 2 1,810 tok
legendtkl/agentic-skill-router legendtkl.github.io No-embedding Agentic Skill Router for modern agent 8 Claude Code, Codex, OpenCode 2 2,879 tok
malda231125/TradingAgents-KR Korea-market multi-agent equity research framework (KOSPI/KOSDAQ) — CLI-first LLM executio 8 Claude Code, Codex 2 1,553 tok
jonathanmoore/kona-theme kona-theme.jonathanmoore.com A Vite-powered Shopify theme system with islands hydration architecture 8 Claude Code 6 1,103 tok
AppKittie/aso-mcp-skills 8 Claude Code, Codex, OpenCode 2 426 tok
YuanZHAO321/Strategist-Mind View situations through the eyes of a ruthless strategist: not clouded by emotions or held 8 Claude Code 1 741 tok
felipenalves/InvOS inovadigitalid.com INVOS — memória pro seu agente de IA. Para de reexplicar quem você é em toda sessão. Multi 8 Claude Code, Codex, OpenCode 2 1,345 tok
rongxinzy/claude-code-best-practice-zh A polished Chinese version of Claude Code best practices. 8 Claude Code 48 2,048 tok
kiruna-labs/picky-skills Ultra-thorough Claude Code skills for design, security, testing, and performance audits 8 Claude Code 1 3,928 tok
emipanek/aster 8 Claude Code 1 7,168 tok
nitrodevco/turbo-cloud 8 Claude Code, Codex, GitHub Copilot, OpenCode 3 41,484 tok
MyAgentHubs/agentloom myagenthubs.com Set the goal. A local agent team carries it to done. Coordinate models, continue sessions 8 Claude Code, Codex, OpenCode 2 2,752 tok
rajanm/retail-enterprise-agents rajanm.github.io Declarative Google Agent Development Kit (ADK) agents for Gemini Enterprise powered by Big 8 Claude Code, Codex, Gemini CLI, OpenCode 3 32,811 tok
sawakso/fbs-bookwriter-lrz A high-quality long-form document manuscript toolchain | End-to-end workflow for high-qual 8 Claude Code 6 —
s3644/academic-copilot-skills What it does — Research, Write, Review, Orchestrate Who it's for — Grad students, research 8 Claude Code, GitHub Copilot 6 269 tok
sebastianwessel/skills AI Skills 8 Claude Code, Codex, OpenCode 2 866 tok
no-hup/android-perfetto-skill Agent skill: Android Perfetto capture, trace analysis, scored reports (startup, jank, ANR, 8 Claude Code, Codex, OpenCode 2 1,065 tok
yagoid/noteflow yagoid.github.io Quick notes app that lives in your system tray: notes with sections, floating sticky notes 8 Claude Code, Codex, OpenCode 5 2,303 tok
jeffrey-groneberg/ghcp_sdk 8 Claude Code, Codex 3 —
Horosheff/Excalibur-2-Cloud 8 Claude Code, Codex, Cursor, OpenCode 36 880 tok
JamsusMaximus/agent-foundations-starter Starter folder for the Agent Accelerator chapter 1. Clone, open in Cowork or a coding agen 8 Claude Code 1 1,039 tok
hgaddipati1118/slop-index The Slop Index: a benchmark ranking frontier LLMs by how much AI slop their writing contai 8 Claude Code, Codex, OpenCode 2 1,981 tok
sima-neat/core developer.sima.ai SiMa.ai Palette Neat Library 8 Claude Code, Codex, OpenCode 3 5,087 tok
trycompai/evie evie-landing-two.vercel.app 8 Claude Code, Codex, OpenCode 20 3,653 tok
hollobit/PAX 8 Claude Code, Codex, OpenCode 2 2,401 tok
pluggyai/agent-skills 8 Claude Code, Codex, OpenCode 2 1,066 tok
tardigrde/obsidian-agentic-chat tardigrde.github.io Agent-led AI chat in the Obsidian sidebar - typed tool-calling agent, OpenRouter ZDR by de 8 Claude Code, Codex, OpenCode 17 2,292 tok
Krool/FantasyFootballAnalyzer fantasyfootballanalyzer.app Free fantasy football league analyzer and live draft room for Sleeper, ESPN, and Yahoo. Dr 8 Claude Code 1 5,036 tok
aTanguay/ComfyUI_Detonate A collection of Nuke-style extra nodes to allow more traditional compositing workflow 8 Claude Code 1 2,994 tok
brainbytes-dev/nextjs-expo-saas-starter Ship web + mobile SaaS in days. Next.js 16 · Expo SDK 55 · Stripe · RevenueCat · Better-Au 8 Claude Code 1 2,183 tok
rudysev/portal-apps One-click installer that turns a Meta Portal into a "hey jarvis" voice assistant 8 Claude Code 1 261 tok
kyle-chalmers/semantic-layer-demo Companion repo for KC Labs AI video: Semantic Layers - Bundled vs Standalone. Demos Snowfl 8 Claude Code 1 913 tok
AgentWorkforce/burn The first step to burning less tokens is understanding how many you burn to begin with 8 Claude Code, Codex, OpenCode 2 1,949 tok
CBirkbeck/AINTLIB Atlas of formalised number theory in Lean (Verso blueprint) 8 Claude Code, Codex, OpenCode 2 4,539 tok
shuotao/NAVISWORK_MCP 8 Claude Code, Codex, OpenCode 2 2,320 tok
jasonrr/herdr-tally Project-scoped todos & scratchpads for you and your agents. 8 Claude Code, Codex, OpenCode 3 2,236 tok
SocialGouv/claw-code-go 8 Claude Code 1 313 tok
ori-ai/gbp-lead-scraper-skill Claude Code skill that discovers unoptimized Google Business Profiles across the US, audit 8 Claude Code 1 2,538 tok
SZWzz/AStockPursue StockPursue — AI Quantitative Trading Research Platform 8 Claude Code 1 3,606 tok
CAREEMER/appflowy-mcp Appflowy HTTP MCP server for Self hosted solution 8 Claude Code, Codex, OpenCode 2 671 tok
Duducoco/skillstash One hub, all agents. A cross-platform CLI to centralize your AI agent skills in a single g 8 Claude Code 1 1,083 tok
brainbytes-dev/everything-claude-finance The complete finance, accounting, and economics system for Claude Code — 20 agents, 51 ski 8 Claude Code, Codex, OpenCode 2 2,723 tok
openreview/openreview-mcp Implementation of the OpenReview MCP 8 Claude Code 1 1,847 tok
Furinelle/furina Furina de Fontaine role-playing resource pack — a self-contained skill following the Agent 8 Claude Code, Codex, OpenCode 5 642 tok