How real projects configure their agents

44,931 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
yunshenwuchuxun/latex-paper-skills A modular skill-based framework for writing, revising, and managing LaTeX academic papers 272 Codex 8 —
Damonhhh/creator-flow CreatorFlow: a Codex content-creation video workflow covering everything from topic select 272 Claude Code, Codex 2 —
rcieri/glab-tui A terminal user interface (TUI) for GitLab/GitHub, built on top of glab/gh. Browse issues, 272 Codex, OpenCode 1 26,610 tok
oasm-platform/open-asm oasm.io Open-source Attack Surface Management. Discover assets. Identify exposure. Own your securi 272 Claude Code, Codex, OpenCode 24 6,531 tok
TauCetiProject/TauCeti taucetiproject.org An AIs-welcome Lean library downstream of Mathlib: AI handle the implementation and review 272 Codex, OpenCode 1 2,088 tok
open-mercato/skills openmercato.com Enterprise AI Engineering skills we coined at Open Mercato (1.2M+ lines of code ERP built 272 Codex, OpenCode 1 3,826 tok
storybookjs/mcp storybook-evals.vercel.app 🤖 271 GitHub Copilot 4 17,082 tok
loulanyue/awesome-claude-notes Community-maintained distribution of reusable AI coding agents, commands, skills, hooks, a 271 Claude Code, Codex, OpenCode 2 2,268 tok
sachitrafa/YourMemory yourmemoryai.xyz Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on 271 Claude Code 1 156 tok
charlesdove977/goviralbro 271 Claude Code 7 —
DandanLLab/legadoSkill 271 Claude Code, Codex, GitHub Copilot 3 795 tok
Azure/kimojio-rs A thread-per-core Linux io_uring async runtime for Rust optimized for latency. 271 Claude Code, Codex, GitHub Copilot 2 225 tok
nyatinte/ccexp npmjs.com interactive terminal interface for discovering, previewing, and managing Claude Code confi 270 Claude Code, Codex, OpenCode 5 3,803 tok
AkaraChen/aghub aghub.akr.moe One hub for every AI coding agent. Unified configuration management for 22+ assistants. 270 Claude Code, Codex, OpenCode 27 6,965 tok
isaac-sim/IsaacAutomator Isaac Workstation in the Clouds ☁️ 270 Claude Code, Codex, OpenCode 2 1,037 tok
onesuper/tui-use tui-use lets agents interact with programs that expect a human at the keyboard — REPLs, de 270 Claude Code, Codex, OpenCode 6 218 tok
Qiao-920/claude-desktop-cn Chinese Claude Desktop / Claude Code desktop client: Chinese interface, local Code workspa 270 Gemini CLI 1 644 tok
tonbistudio/llm-wiki Open-source template for building LLM-powered knowledge bases following Karpathy's LLM Wik 270 Claude Code 1 1,434 tok
alexsmedile/hormozi-skills Skill library for building Hormozi-inspired offer systems. Build offers people can’t say n 270 Claude Code 1 831 tok
chaxus/ran ran.chaxus.com ranui — a Web Components UI library — plus ranuts utilities. Hand-built frontend infrastru 269 Codex, OpenCode 2 828 tok
dnouri/pi-coding-agent Emacs frontend for the Pi coding agent 269 Codex, OpenCode 1 4,052 tok
PacificStudio/openase pacificstudio.ai Ticket-Driven Automated Software Engineering. OpenASE is an all-in-one platform that turns 269 Codex, OpenCode 9 1,518 tok
fdhhhdjd/Class-AI-Agent A modular framework for building intelligent AI agents powered by Claude, with rule-based 269 Claude Code 25 —
gsd-build/gsd-browser A fast, native browser automation CLI built from the ground up for AI agents, powered by C 269 Codex, OpenCode 1 204 tok
SaberOnGo/public-domain-books-translation Public domain books translation project 269 Codex, OpenCode 1 5,310 tok
Coff0xc/AutoRedTeam-Orchestrator MCP-native security automation workbench (SDK + CLI + MCP) — authorized testing + static A 269 Codex, OpenCode 1 1,747 tok
krzysztofdudek/ResearcherSkill Asks what to optimise and how to measure it, then runs experiments on its own branch. 269 Claude Code 1 1,040 tok
xuiltul/animaworks Organization-as-Code for autonomous AI agents. Brain-inspired memory that grows, consolida 269 Claude Code, Codex 3 —
zapier/sdk docs.zapier.com Agent-readable docs, verified examples, and skill manifest for @zapier/zapier-sdk 269 Claude Code, Codex, OpenCode 2 2,403 tok
hyscaler/HyCanvas hycanvas.com Open-source Canva alternative you can self-host: graphics, slides, video, whiteboards and 269 Claude Code 1 2,849 tok
nirholas/three.ws three.ws Give your AI agent a 3D body: text or a photo to a rigged GLB avatar, an LLM brain, a Sola 269 Claude Code, Codex, OpenCode 60 5,940 tok
AizenvoltPrime/claude-setup 269 Claude Code 7 —
saeloun/miru-web miru.so Miru | Time Tracking and Invoicing and Employee Benefits. Built using Ruby On Rails and Re 268 Claude Code, Codex, OpenCode 4 1,466 tok
NomaDamas/katok Agents also have the right to view and search KakaoTalk—from BM25 to Vector Search 268 Claude Code, Codex, OpenCode 2 835 tok
manalkaff/opendesign claude.ai/design open-sourced! 268 Claude Code, Codex, Gemini CLI, OpenCode 3 788 tok
wmww/tawc Run Linux programs on Android 268 Claude Code, Codex, OpenCode 3 2,375 tok
gregs1104/pgbent PostgreSQL Benchmarking Toolkit 267 Codex, GitHub Copilot, OpenCode 2 1,648 tok
notdp/kiro-for-cc 267 Claude Code 2 991 tok
bradwmorris/ra-h_os 267 Claude Code, Codex, OpenCode 2 624 tok
przeprogramowani/ai-rules-builder 10xrules.ai Generate "Rules for AI". Quickly ✨ 267 Claude Code, Codex, OpenCode 3 1,055 tok
narnia-sh/layrr layrr.dev A browser coding agent interface for selecting elements and sending instructions directly 267 Claude Code 1 326 tok
danielmiessler/Ladder A system for autonomous creation and optimization. 267 Claude Code 1 424 tok
disler/bowser Agentic browser automation and ui testing system — built with composable skills, subagent, 267 Claude Code 14 —
EvilFreelancer/openapi-to-cli npmjs.com Turns any OpenAPI/Swagger API into an CLI with set of commands. One CLI command per endpoi 267 Claude Code, Codex, OpenCode 2 1,059 tok
jentic/jentic-public-apis jentic.com Directory of OpenAPI specifications for thousands of public APIs. Every API is machine-rea 267 Codex, OpenCode 1 375 tok
maslennikov-ig/claude-code-orchestrator-kit 🎼 Turn Claude Code into a production powerhouse. 33+ AI agents automate bug fixing, secur 267 Claude Code 70 2,279 tok
kytmanov/synto More than just Karpathy’s LLM Wiki, 100% local with Ollama. Drop Markdown notes → AI extra 267 Claude Code 1 1,388 tok
qdrant/skills skills.qdrant.tech Agent skills for Qdrant vector search: scaling, performance optimization, search quality, 267 Codex, OpenCode 1 690 tok
shaharia-lab/slackcli slackcli.dev Slack CLI for humans and AI agents. Read, send, search and reply across one or many Slack 267 Claude Code, Codex, OpenCode 4 3,882 tok
gavischneider/awesome-llm-wiki A curated list of foundational blueprints, functional frameworks, and technical guides for 267 Codex, OpenCode 1 42 tok