How real projects configure their agents

32,006 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 agents7,609Claude Code6,644Data and AI3,677Backend and APIs3,502Languages3,403Planning3,220Git and workflow3,193Code review2,743Testing2,377Memory and context2,363DevOps and cloud2,314Writing and docs2,311Research2,293Frontend2,259Security2,022Productivity1,721

All Claude Code32,006 Codex23,251 OpenCode22,198 GitHub Copilot3,552 Gemini CLI1,917 Cursor1,737 Windsurf138 Kiro81

Project Stars Configures Files Always loaded
HeiSir2014/ask-me Cursor Continuous work loop - via ask-me 4 Claude Code 1 1,353 tok
cafreeman/foundry-mcp 4 Claude Code, Cursor 8 1,525 tok
KarpelesLab/tpl Template engine for Go 4 Claude Code 1 352 tok
VelimirMueller/vlm-code-context-mcp MCP server that indexes codebases into a SQLite database, exposing file metadata, exports, 4 Claude Code 8
Theia-pro/email-mentor Email Mentor: A multi-AI-tool email organization workflow (translation/classification/dead 4 Claude Code, Codex, OpenCode 2 1,851 tok
toan203/osv-ui npmjs.com A beautiful, zero-config visual CVE dashboard for npm & Python. One command: npx osv-ui. 1 4 Claude Code 1
0xmariowu/builders-dont-cry Turn AI-written code into shippable products. 4 Claude Code, Codex, OpenCode 12 1,742 tok
932687738/ai_for_learing 4 Claude Code, Cursor 8
arbisoft/ai-skillforge 4 Claude Code 1 677 tok
realEbi/askCode An AI-powered assistant for Neovim that connects to services like Gemini and Amazon Q to h 4 Claude Code, Codex, OpenCode 2 1,532 tok
rogerSuperBuilderAlpha/hult-cohort-program site-nine-rouge-68.vercel.app Open-source curriculum and platform for the Hult Cohort Developer Program — GitHub-native, 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,414 tok
meta-quest/Meta-Spatial-SDK-Templates The Meta Spatial SDK Templates is a collection of code samples that demonstrate the capabi 4 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 6 413 tok
ThanhWilliamLe/AIPlugHub One app to manage plugins across all your AI tools — Claude Code, Claude Desktop, Gemini C 4 Claude Code 1 319 tok
azuma520/cinematic-ui akseolabs.com A reasoning-first cinematic web design skill. Makes AI think like a film director — resear 4 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,879 tok
ssakone/crossrule Convert editor rules between different AI coding assistants (Cursor, Windsurf, Claude Code 4 Claude Code, Codex, OpenCode 2 908 tok
d4551/piratebao PirateBao is a TypeScript/Bun agent-skill package for terse pirate-speak AI coding replies 4 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 14 795 tok
ulmentflam/nightly Work while you sleep — a host-native autonomous coding agent that lands draft PRs by morni 4 Claude Code, Codex, OpenCode 2 11,256 tok
watarutmnh/tyme-mcp MCP server for Tyme — control the macOS time tracking app through AI assistants 4 Claude Code, Codex, OpenCode 2 1,112 tok
AdobeDocs/ff-services-docs developer.adobe.com 4 Claude Code, Cursor 12
holetexvn/memgw npmjs.com Shared long-term memory for AI coding agents — one local store for Claude Code, Codex CLI, 4 Claude Code, Codex, OpenCode 2 1,022 tok
2389-research/test-kitchen 2389.ai Parallel exploration of implementation approaches - implements multiple variants simultane 4 Claude Code 1 1,988 tok
fqmyysjjd/agent-feed Turn AI coding chats into a source-controlled workflow: AGENTS.md, rules, skills, verifica 4 Claude Code, Codex, OpenCode 16 2,011 tok
h-wata/kioku-mesh pypi.org Shared memory for AI coding agents, across tools and machines. Local-first SQLite, optiona 4 Claude Code 1 212 tok
rishapgandhi/python-skills AI-SDLC framework of skills, rules, and agent definitions that AI coding agents use to gen 4 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 6 4,061 tok
Yogdunana/deploypilot The AI-native deployment gateway — bridge sandboxed AI IDEs to your infrastructure via MCP 4 Claude Code 1 1,316 tok
LAA-Software-Engineering/terfyn A statically analyzable execution platform for nondeterministic programs, with reviewable 4 Claude Code, Codex, Cursor, OpenCode 5 1,121 tok
SolidKeyAB/logan AI-powered log file viewer and analyzer — handles 14M+ lines with virtual scrolling, MCP a 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 5,021 tok
polymind-inc/agent-framework-js npmjs.com A TypeScript implementation of the Microsoft Agent Framework programming model, with seman 4 Claude Code 1 775 tok
pyramidheadshark/claude-scaffold CLI tool that bootstraps a powerful agentic environment for OpenCode — agents, skills, mem 4 Claude Code 43
mohanagy/miftah Local multi-account MCP credential broker 4 Claude Code, Codex, OpenCode 1 1,438 tok
EtienneBBeaulac/workrail workrail.mintlify.app MCP workflow enforcement server -- guides Claude and other AI agents through structured, s 4 Claude Code, Codex, OpenCode 2 7,336 tok
airshelf/mcpfs Mount MCP servers as a filesystem. Plan 9 for the agent era. 4 Claude Code, Codex, OpenCode 2 1,467 tok
like-a-freedom/rusty-intervals-mcp Fast and lightweight MCP server for intervals.icu 4 Claude Code, Codex 2
staticrevolution-com/sr-truenas-mcp staticrevolution.com Hardened MCP server for TrueNAS SCALE. 270 safety-tiered actions over WebSocket JSON-RPC, 4 Claude Code 1 4,691 tok
Hundia/autospec AutoSpec - Your AI development blueprint generator 4 Claude Code, GitHub Copilot, OpenCode 25 2,290 tok
ani3198/threadbase 4 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 785 tok
floytra-dev/ultra-max-token-burner akapust.in Turn dangerously efficient prompts into manager-visible AI work. 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 437 tok
tedwon/agentic-dev-playbook-with-harness Agentic Development Playbook with Harness Engineering 4 Claude Code, Codex, OpenCode 6 1,669 tok
plipowczan/claude-piv-skeleton Universal PIV (Prime-Implement-Validate) methodology skeleton for Claude Code projects 4 Claude Code, Codex, OpenCode 23 864 tok
platinoff/poolAI Madevinc corp thats one guy with cursor ai creating hybrid decentralisating pool grid syst 4 Claude Code, Codex, Cursor, OpenCode 31 4,256 tok
kevdoran/projector A CLI for managing parallel coding tasks in a poly-repo codebase using git worktrees to cr 4 Claude Code 1 1,251 tok
caioreix/agency-cli CLI tool to browse and install AI agents from The Agency into your preferred agentic tool. 4 Claude Code, Codex 1
ellie1004/fantasy-novel-harness An automated fantasy novel writing system based on harness engineering, including illustra 4 Claude Code, Codex, OpenCode 6 7,536 tok
senapati484/stackmint Stackmint is a CLI tool that simplifies the creation of new TypeScript projects. Instead o 4 Claude Code 1 700 tok
yugasun/aiops aiops.yugasun.com Personal agent skills bundle for AI-assisted software development — grill, plan, implement 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,391 tok
getmaat/maat Keep docs and AI-agent instructions in sync. Scaffold docs-as-code, generate agent files, 4 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,972 tok
KeepThinking007/AI-Coding-Collaboration-Paradigm An AI coding collaboration template for large projects, enabling developers and AI agents 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,401 tok
israads/token-efficient 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,836 tok
Zenobia0000/ai-agentic-coding-template_unified 4 Claude Code 9
jacksmith3888/wuwa-mcp-server A MCP server providing character info query for wuthering waves 4 Claude Code 1 1,923 tok