How real projects configure their agents

44,969 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
Nikita3005/taintgate Provenance-aware runtime security for AI agents with deterministic ALLOW / REVIEW / BLOCK 44 Codex, OpenCode 1 259 tok
IgniteUI/igniteui-theming A set of Sass mixins, functions, and variables used to create themes for a variety of UI f 44 Claude Code, GitHub Copilot 30 —
bbc/bug bbc.github.io Started life at BBC News - BUG enables control and monitoring of broadcast kit from a sing 44 Codex, OpenCode 1 1,284 tok
blpsoares/agentistics agentistics.openvibes.tech 44 Claude Code, Codex, OpenCode 8 1,346 tok
litestar-org/litestar-fullstack-inertia inertia.fullstack.litestar.dev A fully-functional reference application using Litestar, Inertia JS, and Advanced Alchemy 44 Claude Code, Codex, Gemini CLI, OpenCode 15 1,919 tok
nzh63/syc nzh63.github.io Optimizing compiler for SysY (C subset) 44 Codex, OpenCode 1 2,191 tok
forever-healthy/AI4L forever-healthy.org AI for Practical Longevity (AI4L) - Enabling anyone to use AI to generate high-quality, ev 44 Claude Code, Codex, OpenCode 9 1,214 tok
jonigata/FramePlanner2 44 Claude Code, Codex, OpenCode 5 2,265 tok
timharris707/skills timharris707.github.io 23 practical agent skills: TeamWorkflow, multi-model review, media ingestion, and writing. 44 Claude Code 4 282 tok
lanxiuyun/DotaTerrainSwitcher Dota2 SkinChanger / MapHack + MapChanger. 44 Claude Code, Cursor 1 —
tensorbee/rdocx 44 Claude Code, Codex, OpenCode 51 4,266 tok
kprompt/kprompt kprompt.ai The AI Runtime for Kubernetes 44 Codex, Cursor, OpenCode 4 1,163 tok
aleclindz/seo-skill-bench seoagent.com Open benchmark for Claude Code SEO skills — real headless execution against fixture sites 43 Claude Code 1 —
Wuesteon/lean-memory Embedded, local-first agent memory. No server, no daemon, no mandatory cloud key. 43 Claude Code 1 1,646 tok
0xranx/agentbrief 0xranx.github.io Pluggable role definitions for AI coding agents — one command turns Claude Code / Cursor / 43 Claude Code 1 4,305 tok
A3RDLab/LLM-dev-demo Hands-on examples for LLM application development, including agents, RAG, MCP, structured 43 Codex, OpenCode 1 1,682 tok
BloomBooks/BloomDesktop bloomlibrary.org Let's Grow a Library 43 Claude Code, Codex, OpenCode 20 2,503 tok
pasie15/meshy-ai-mcp-server meshy.ai This is a Model Context Protocol (MCP) server for interacting with the Meshy AI API. It pr 43 Claude Code 1 590 tok
LiorCohen/sdd Spec-driven development (SDD) plugin for Claude Code — a collection of specialized AI agen 43 Claude Code 4 1,242 tok
Heratiki/locallama-mcp An MCP Server that works with Roo Code/Cline.Bot/Claude Desktop to optimize costs by intel 43 Claude Code, Codex, GitHub Copilot, OpenCode 11 10,952 tok
DeliciousBuding/xiaohongshu-skill deliciousbuding.github.io Xiaohongshu & RedNote skill for AI agents — search, read notes, publish, and run approval- 43 Codex, OpenCode 1 466 tok
atomchung/ccstory pypi.org Claude Code usage recap with narrative. ccusage tells you the bill, ccstory tells the stor 43 Claude Code, Codex, OpenCode 2 981 tok
carlsverre/kosho kosho.ai A CLI tool for managing git worktrees to enable concurrent development environments. 43 Claude Code 3 327 tok
Gelembjuk/cleverchatty Common AI Agent written with Go. Supports MCP, RAG, A2A, AI Memory 43 Claude Code 1 1,308 tok
flashclub/thinking-cursor-rules 43 Cursor 1 600 tok
snoozbuster/is-smm-beaten-yet Webapp for the SMM1 Team 0% project 43 Codex, OpenCode 1 289 tok
Praeviso/crawl4weibo An out-of-the-box Weibo scraper Python library, based on a successfully tested solution, u 43 Claude Code, Codex, OpenCode 2 2,382 tok
dvcol/neo-svelte dvcol.github.io Neomorphic ui library for svelte 5 43 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,143 tok
remorses/gitchamber gitchamber.com Download GitHub repos locally. opensrc alternative that does not edit your AGENTS.md 43 Codex, OpenCode 1 93 tok
kathrynwu/GTMbrain Help you with GTM, based on lessons from myself and other yc founders 43 Claude Code, Codex, OpenCode 22 3,293 tok
bintaozhan-hub/personalized-interactive-learning 43 Claude Code, Codex, OpenCode 2 3,736 tok
lisachenko/native-php-matrix PHP Library that provides an implementation of userland types, powered with overloaded ope 43 Claude Code 4 5,033 tok
lifangda/claude-plugins Install carefully refined workflows, commands, agents, MCP servers, and hooks with a singl 43 Claude Code, Codex, OpenCode 10 4,570 tok
glory-rs/glory glory.taidge.org An experimental rust web front framework 43 Codex, OpenCode 1 16,901 tok
jescrich/nestjs-workflow NestJS Workflow Module 43 Codex, GitHub Copilot, Cursor, OpenCode 3 1,687 tok
iamzhihuix/obsidian-ai-vault-template 🧠 Obsidian knowledge base template for the AI era | PARA+Zettelkasten system + Claudian A 43 Claude Code 1 1,677 tok
robinfaraj/one-context onecontex.dev OneContext 43 Claude Code, Cursor 11 3,559 tok
benjamin-bader/stiletto stiletto.bendb.com Compile-time dependency Injection for .Net, Mono, and MonoTouch 43 Claude Code 1 977 tok
alchemiststudiosDOTai/kb-claude Knowledge base Claude application 43 Claude Code, Codex, OpenCode 2 1,638 tok
Bioliminal/ML_RandD_Server Bioliminal ML research & development server 43 Claude Code 1 1,337 tok
ojamin/trilium-extended-shiz A collection of scripts etc. for Trilium (Next) Notes, including a fully featured habit tr 43 GitHub Copilot 1 952 tok
vuralserhat86/antigravity-agentic-skills OS for Agents: 130+ Agentic Skills, Gemini Protocols, and Autonomous Workflows. (Antigravi 43 Gemini CLI 1 1,034 tok
RISCfuture/Claude-Monitor A menulet that tracks your Claude Code token usage. 43 Claude Code 1 —
didalgolab/ai-intellij-plugin Yet another JetBrains extension that enables you to chat with AI within your favorite IDE. 43 Claude Code 1 354 tok
jefflester/claude-skills-supercharged A "supercharged" implementation of Claude Code Skills – using Haiku prompt analysis/critic 43 Claude Code 7 —
lessthanseventy/excessibility hexdocs.pm Accessibility snapshot testing for Phoenix LiveView - capture HTML during tests, run Pa11y 43 Claude Code, Codex, OpenCode 2 6,662 tok
go-appsec/toolbox Collaborative application security testing between humans and agents via CLI and MCP 43 Claude Code, Codex, OpenCode 2 6,829 tok
cagataycali/devduck dev.duck.nyc Minimalist AI agent that fixes itself when things break. 43 Codex, OpenCode 1 1,592 tok
alti3/stk-mcp An MCP server allowing LLMs to interact with Ansys/AGI STK - Digital Mission Engineering S 43 Codex, OpenCode 1 288 tok
pamelafox/github-copilot-mcp-tutorial 2 hour MCP tutorial focusing on GitHub Copilot 43 Codex, OpenCode 1 60 tok