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
mangeshraut712/Gravity-SaaS-Agent Multi-tenant SaaS AI agent platform: MCP, WhatsApp, billing — Next.js + TypeScript 8 Codex, OpenCode 1 414 tok
RenatoMignone/From-LLMs-to-Secure-Agents renatomignone.github.io A visual, source-grounded guide from agent architecture to secure agentic AI systems. 8 Codex, OpenCode 1 503 tok
longyijdos/kana Lightweight, untracked, and self-evolving terminal AI companion. Zero telemetry, durable m 8 Codex, OpenCode 1 1,229 tok
fa-mc/vibe-cading vibe-cading.ai 3D model generators with CadQuery for humans and LLM agents 8 Claude Code, Codex, OpenCode 3 2,397 tok
mohitmishra786/anti-vibe-skills As vibe coding makes AI-generated output cheaper and more abundant, the scarce resource be 8 Codex, OpenCode 1 1,329 tok
NeoXider/CoreAI AI Agents for Unity — dynamic NPCs, procedural content, and live game mechanics through LL 8 Codex, OpenCode 1 1,516 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
comfuture/novelist A toolbox for AI assisted novel writing 8 Codex, OpenCode 1 1,247 tok
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
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
AppKittie/aso-mcp-skills 8 Claude Code, Codex, OpenCode 2 426 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
sayantan94/AppliedIn appliedin.dev An agentic workflow that finds matching roles, tailors your resume, and automates job appl 8 Claude Code, Codex, OpenCode 2 4,069 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
aiappsgbb/awesome-gbb Curated collection of agentic Skills by AI Global Black Belts at Microsoft 8 Codex, OpenCode 1 42,443 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
Horosheff/Excalibur-2-Cloud 8 Claude Code, Codex, Cursor, OpenCode 36 880 tok
polaralias/homeassistant-cozylife Home Assistant integration for CozyLife devices with local control, IP scanning, and confi 8 Codex, OpenCode 1 880 tok
Hainrixz/tododeia-animaciones 8 Codex, OpenCode 1 308 tok
wafertools/wafermap wafertools.github.io Interactive wafer map visualization and yield analysis for semiconductor test data. Render 8 Codex, OpenCode 1 4,622 tok
guysoft/rt82display Tool to upload images and gifs to Epomaker RT82 keyboard mini display 8 Codex, OpenCode 1 1,866 tok
TheSmuks/ai-project-template Universal starter template for AI/LLM projects. Optimized for Oh My Pi (OMP) with cross-ag 8 Codex, OpenCode 1 1,879 tok
mfagerlund/rectangular-surface-parameterization 8 Codex, OpenCode 1 2,355 tok
sima-neat/core developer.sima.ai SiMa.ai Palette Neat Library 8 Claude Code, Codex, OpenCode 3 5,087 tok
claclark/Cottontail Annotative indexing 8 Codex, OpenCode 1 701 tok
polymaths-org/ClawDroid 8 Codex, OpenCode 1 10,518 tok
trycompai/evie evie-landing-two.vercel.app 8 Claude Code, Codex, OpenCode 20 3,653 tok
PeramatoG/Peraviz luismaperamato.com Early-stage open-source MVR live visualizer built with Godot and Art-Net support. 8 Codex, OpenCode 1 693 tok
hollobit/PAX 8 Claude Code, Codex, OpenCode 2 2,401 tok
TolmachevKirill/garmin_ai habr.com Self-hosted AI agent for Garmin Connect. Analyze health & training data, build workouts, u 8 Codex, OpenCode 1 2,009 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 16 2,251 tok
dosoos/Catpasswd-Hash-Extract Catpasswd Hash Extract Tool 8 Codex, OpenCode 1 223 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
CAREEMER/appflowy-mcp Appflowy HTTP MCP server for Self hosted solution 8 Claude Code, Codex, OpenCode 2 671 tok
yolonir/pi-codemcp Typed, sandboxed Code Mode access to configured MCP servers for Pi 8 Codex, OpenCode 1 413 tok
Future-CX/AI-Architecture-Toolkit Open-source AI agents, skills, templates, and workflows for software architects and enterp 8 Codex, OpenCode 1 941 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
Furinelle/furina Furina de Fontaine role-playing resource pack — a self-contained skill following the Agent 8 Claude Code, Codex, OpenCode 5 642 tok
cesteral/mcp-open-advertising 8 Claude Code, Codex, OpenCode 2 4,017 tok
mbentham/SqlAugur MCP server providing AI assistants with safe, read-only access to SQL Server databases. AS 8 Codex, OpenCode 1 650 tok
tools-mcp/vessel-traffic-mcp tools-mcp.github.io Read-only MCP server for vessel AIS, ship tracking, schedules, and BYOK maritime providers 8 Codex, OpenCode 1 652 tok
gelse/ssh-mcp Containerized MCP server exposing SSH command execution and SFTP file transfer as tools ov 8 Codex, OpenCode 1 3,377 tok
Neetx/ai-security-research-radar AI Security Research Radar — AI for security and security for AI 8 Claude Code, Codex, OpenCode 14 3,004 tok