How real projects configure their agents

32,505 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
luongnv89/skills luongnv.com Supercharge your AI agents/bots with reusable skills 145 Claude Code, Codex, OpenCode 6 1,172 tok
Senpi-ai/senpi-skills Open-source AI agent skills + 80+ strategy templates for autonomous trading on Hyperliquid 145 Claude Code 1 3,216 tok
nirholas/pump-fun-sdk sdk.pumpk.it Token creation launching, bonding curve trading, AMM migration, tiered fees, creator fee s 145 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 8,351 tok
phuctm97/modelfetch modelfetch.com Runtime-agnostic TypeScript/JavaScript SDK for MCP Servers 145 Claude Code, GitHub Copilot 7 4,001 tok
alecs5am/ralphy alecs5am.com Open-source desktop app for content creation, with an agent runtime and standalone CLI. 144 Claude Code, Codex, OpenCode 59 10,574 tok
tobiasosborne/alethfeld Rigorous Proofs via Adversarial AI Agents 144 Claude Code, Codex, OpenCode 13 444 tok
szaghi/FoBiS FoBiS.py, Fortran projects Building System 144 Claude Code 2 44,032 tok
timothywarner/chatgptclass techtrainertim.com ChatGPT and GitHub Copilot in Four Hours 144 Claude Code, Codex, GitHub Copilot 9 5,750 tok
vogler75/monster-mq monstermq.com MonsterMQ is a MQTT broker built on Vert.X and Hazelcast with data persistence through Pos 144 Claude Code, Codex, OpenCode 7 4,344 tok
HarleyCoops/KimiK3Manim Create epic math and physics explainer animations with Kimi K3. 144 Claude Code 1 2,144 tok
Gentleman-Programming/gentleman-architecture-agents 🏗️ Claude Code agents that enforce the Scope Rule architectural pattern for Angular, Next 144 Claude Code 4 —
nfe/client-nodejs nfe.io SDK oficial da NFE.io para Node.js (TypeScript, zero dependências) para emitir NFS-e — not 144 Claude Code, GitHub Copilot 2 2,782 tok
ThemeParks/parksapi Backend library to fetch live theme park data 144 Claude Code, GitHub Copilot 2 5,482 tok
foxj77/claudectx Fast way to switch between Claude Code configuration profiles 144 Claude Code 1 1,034 tok
iamtouchskyer/memex memra.vercel.app Zettelkasten-based persistent memory for AI coding agents. Works with Claude Code, Cursor, 144 Claude Code, Codex, Cursor, Gemini CLI, OpenCode, Windsurf 5 8,050 tok
Lexus2016/claude-code-studio A fully functional web workspace for Claude Code CLI—chat, Kanban task board, task schedul 144 Claude Code 1 24,771 tok
wpgaurav/bricks-skills gauravtiwari.org Agent skill for Bricks Builder: paste-ready JSON for layouts, templates, query loops, popu 144 Claude Code 1 838 tok
ZinkLu/Orca-Orchestration 144 Claude Code, Codex, OpenCode 2 3,282 tok
danielhangan/reelclaw-templates 144 Claude Code, Codex 1 —
superdesigndev/loopany A pattern for building self-iterating agents using LLMs. 144 Claude Code 1 3,571 tok
aospbooks/aosp-internal-book aospbooks.github.io The book introduces the internal of AOSP 144 Claude Code 4 1,281 tok
block/ai-rules Manage AI rules, commands, and skills across multiple coding agents from one place. 144 Claude Code, Codex, OpenCode 2 34 tok
voidful/academic-skills A complete academic research Skill suite. Supports Claude Code, ChatGPT / Codex CLI, and G 144 Claude Code 1 709 tok
mit-han-lab/mlsys2026-flashinfer-contest 144 Claude Code 1 463 tok
dafthunk-com/dafthunk dafthunk.com A workflow execution platform built on top of the fantastic Cloudflare infrastructure. 144 Claude Code 8 1,553 tok
prime-radiant-inc/superpowers-evals Behavioral eval lab (Quorum) for the superpowers project that drives real coding-agent CLI 144 Claude Code, Codex, OpenCode 2 4,604 tok
aws-bench/aws-bench aws-bench measures how well AI agents and model combinations perform on real AWS work — di 144 Claude Code, Codex, OpenCode 2 1,087 tok
off-grid-ai/OGAD Your private, on-device personal AI assistant for macOS and Windows. Chat, create, search 144 Claude Code, Codex, OpenCode 3 509 tok
dylantarre/animation-principles Disney's 12 Animation Principles - Claude Code Skill Marketplace 144 Claude Code 1 756 tok
veliovgroup/mail-time npmjs.com 📮 Email queue extending NodeMailer with multi SMTP transports and horizontally scaled app 143 Claude Code, Codex, OpenCode 2 5,706 tok
fladdict/vibe-logger Logger system for Generative AI era. 143 Claude Code 1 772 tok
mizchi/ai-coding-guide-202507 143 Claude Code 1 —
plustar35/echo-reading A notebook skeleton for reading a book deeply with Claude Code—an immersive conversational 143 Claude Code, Codex, OpenCode 8 3,438 tok
NickCirv/engram The context spine that 10x's every AI coding session. Live in 8 IDEs (Claude Code, Cursor, 143 Claude Code, Cursor 2 1,893 tok
shivasurya/code-pathfinder codepathfinder.dev Static Code Analysis for security teams with Inter file taint analysis. Built for finding 143 Claude Code 1 3,473 tok
DuckCoding-dev/DuckCoding duckcoding.com One-click configuration for DuckCoding AI tools — a cross-platform desktop application sup 143 Claude Code 1 10,677 tok
mazrean/kessoku Next-generation google/wire with parallel dependency injection for Go 143 Claude Code, Codex, OpenCode 2 2,025 tok
team-attention/agent-council Multi-agent collaboration plugin for Claude Code - orchestrate multiple AI agents (Codex C 143 Claude Code, Codex, OpenCode 2 284 tok
dna-seq/just-dna-lite lite and fast version of just-dna-seq personalized genomic platform 143 Claude Code, Codex, OpenCode 4 16,986 tok
Luligu/matterbridge-shelly Matterbridge shelly plugin 143 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 7 1,321 tok
sero12journey/synopsis-to-scenario Multi-agent workflow engine for converting synopses into feature-film screenplays (Claude 143 Claude Code 1 2,161 tok
edgee-ai/edgee edgee.ai Official Edgee CLI to interract with Edgee's Agent Gateway. Route Claude Code, Codex, Curs 143 Claude Code, Codex, OpenCode 2 3,302 tok
samuelhe52/AniShelf anishelf.konakona.dev A digital bookshelf for your anime – track, organize, and revisit your favorite series wit 143 Claude Code, Codex, OpenCode 4 1,546 tok
DirectedEdges/specs spectacular.systems Schema, types, and command line tools to record and manage UI component specifications. 143 Claude Code, GitHub Copilot 9 1,805 tok
persianlabs/ui ui.persian-labs.ir A copy-paste component library, RTL-first for Persian interfaces. 143 Claude Code, Codex, OpenCode 4 6,021 tok
aaddrick/attention-control Air traffic control discipline for agent output. Written for a reader with ADHD. 143 Claude Code, Codex, Gemini CLI, OpenCode 3 4,631 tok
KeeForge/KeeForge keeforge.com KeePass-compatible password manager for iPhone, iPad, and Mac 143 Claude Code, Codex, OpenCode 11 2,158 tok
GML-MMGroup/ClipTalk ClipTalk — An AI agent that edits videos through conversation. Just say it, it's edited. C 143 Claude Code, Codex, Gemini CLI, OpenCode 3 1,522 tok
pzfreo/build123d-mcp MCP server for build123d to improve AI cognition when creating 3D CAD models 143 Claude Code 2 1,777 tok
touwaeriol/claude-code-plus plugins.jetbrains.com 🖥️ GUI Plugin for Claude Code / Codex CLI / Gemini CLI in JetBrains IDEs - Run AI coding 142 Claude Code, Codex, OpenCode 2 11,591 tok