How real projects configure their agents

44,817 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
jihe520/mindpocket mindpocket.top Open-source, free, multi-platform, one-click deploy, AI Agent–integrated personal bookmark 353 Claude Code, Codex, OpenCode 13 1,933 tok
soulduse/ai-token-monitor macOS menu bar app for tracking Claude Code token usage and costs 353 Claude Code 1 852 tok
Adityaraj0421/naksha-studio A virtual design team for Claude Code, Cursor, Windsurf, Gemini CLI, and Copilot — 30 role 353 Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 4 8,830 tok
millionco/debug-agent debug-agent.com Debugging skill for AI agents 353 Claude Code, Codex, OpenCode 2 544 tok
pollen-robotics/reachy_mini_conversation_app Talk with Reachy Mini! 353 Claude Code, Codex, OpenCode 3 2,745 tok
coleam00/remote-agentic-coding-system Remote Coding Agent for the Dynamous Agentic Coding Course and special Black Friday livest 352 Claude Code 1 3,827 tok
WellApp-ai/Well wellapp.ai No more Sundays on Finance. We build the infrastructure that retrieves, processes, and rou 352 Claude Code 1 —
rixinhahaha/snip snipit.dev The visual communication layer between humans and AI agents. Capture, annotate, render dia 352 Claude Code 1 2,006 tok
ttommyth/interactive-mcp Vibe coding should have human in the loop! interactive-mcp: Local, cross-platform MCP serv 351 GitHub Copilot 1 121 tok
FalkorDB/code-graph code-graph.falkordb.com A code-graph demo using GraphRAG-SDK and FalkorDB 351 Claude Code, Codex, OpenCode 2 1,897 tok
amantus-ai/llm-codes llm.codes Transform developer documentation to clean Markdown 351 Claude Code 1 572 tok
zksecurity/zkbugs bugs.zksecurity.xyz Reproduce ZKP vulnerabilities 351 Claude Code, Codex, OpenCode 3 997 tok
anylineorg/anyline doc.anyline.org Dynamically register and switch data sources at runtime, automatically generate SQL (DDL/D 351 Claude Code, Codex 1 —
19-84/redd-archiver online-archives.github.io A PostgreSQL-backed archive generator that creates browsable HTML archives from link aggre 351 Claude Code 1 4,429 tok
scouzi1966/maclocal-api 'afm' command cli: macOS server and single prompt mode that exposes Apple's Foundation and 351 Claude Code, Codex, OpenCode 9 5,916 tok
automagik-dev/genie docs.automagik.dev Wishes in, PRs out. CLI agent that interviews you, plans the work, dispatches parallel age 351 Claude Code, Codex, OpenCode 5 14,573 tok
ShareX/XerahS xerahs.com XerahS is a cross platform reimagining of the ShareX user interface built with Avalonia. I 351 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 30 814 tok
rengwu/chartr chartr.dev An organizable, terminal-first agentic workspace with plugins 351 Codex, OpenCode 1 316 tok
realchendahuang/FlareMo flaremo.app A Cloudflare-native personal knowledge management system with a Memos-compatible API. 351 Codex, OpenCode 1 3,511 tok
plmbr/notebook-intelligence nbi.plmbr.dev A JupyterLab extension supporting Claude Code, Copilot, Ollama, and OpenAI-compatible LLMs 350 Claude Code, Codex, OpenCode 2 624 tok
TheMattBerman/meta-ads-kit Open source AI ad manager. Replace 20 min of Ads Manager with a 2-min briefing. Built with 350 Codex, OpenCode 1 1,041 tok
peterroelants/peterroelants.github.io peterroelants.github.io Blog 349 Claude Code, Codex, OpenCode 2 679 tok
ascorbic/am-i-vibing Detect agentic coding environments and AI editors 349 Claude Code 1 1,832 tok
Dimillian/FoundationChat A chat app with iOS 26 Foundation Models 349 Claude Code 1 1,511 tok
elbwalker/walkerOS walkeros.io Open-source tag manager for developers and agents 349 Claude Code 1 93 tok
glommer/codemogger Codemogger is a code indexing library and MCP server for AI coding agents 349 Claude Code 1 747 tok
drivelineresearch/openbiomechanics openbiomechanics.org The open source initiative for anonymized, elite-level athletic motion capture data. Run b 349 Claude Code, Codex, OpenCode 2 1,409 tok
shopsys/shopsys shopsys.com Main repository for maintaining Shopsys Platform packages. Open for ISSUES and PULL REQUES 349 Claude Code, Codex, OpenCode 46 1,702 tok
neohaskell/NeoHaskell neohaskell.org ⏩ NeoHaskell is a dialect of Haskell that is focused on newcomer-friendliness and producti 348 Claude Code, Codex, OpenCode 72 5,063 tok
madviking/headless-pm This is a simple headless project management system that helps coordinate several instance 348 Claude Code, Codex, OpenCode 2 6,215 tok
drivelineresearch/autoresearch-claude-code Autonomous experiment loop skill for Claude Code — port of pi-autoresearch 348 Claude Code, Codex, OpenCode 2 555 tok
athola/claude-night-market athola.github.io 23 Claude Code plugins: TDD enforcement hooks, git/PR workflows, spec-driven development, 348 Claude Code 1 —
mediar-ai/fazm fazm.ai Fazm Desktop for macOS 348 Claude Code, Codex, OpenCode 4 12,081 tok
hmmhmmhm/daiso-mcp daiso-mcp.aka.page Turn Daiso into an MCP! It also enables searches for Korean local retailers and cinemas th 348 Claude Code, Codex, Gemini CLI, OpenCode 3 6,565 tok
krispuckett/SwiftUIShaders 41 hand-curated drop-in SwiftUI Metal shader effects — holographic foil, kaleidoscope, mag 348 Claude Code, Codex, OpenCode 2 2,530 tok
hermes-hq/hermes-ide hermes-ide.com One console for every coding agent. Claude Code, Codex, Copilot, OpenCode and any CLI run 348 Claude Code 1 804 tok
remorses/usecomputer usecomputer.org Fast computer automation CLI for AI agents. Control any desktop with screenshots, clicks, 348 Codex, OpenCode 1 2,433 tok
fitchmultz/pi-cursor-sdk Run Cursor's agent loop inside the pi coding agent via local Cursor SDK agents, with nativ 348 Codex, OpenCode 1 7,890 tok
Green-PT/honey-for-devs Honey (I Shrunk the AI) by GreenPT: a cross-tool coding skill that cuts AI coding-agent to 348 Codex, GitHub Copilot, Kiro, OpenCode 3 9,745 tok
BetterWright/betterwright betterwright.com A persistent, policy-guarded Playwright browser for AI agents — network policy, encrypted 348 Codex, OpenCode 1 1,308 tok
ferdousbhai/investor-agent A Model Context Protocol server for building an investor agent 348 Claude Code, Codex, OpenCode 2 326 tok
Southclaws/storyden storyden.org With a fresh new take on traditional bulletin board forum software, Storyden is a modern, 348 Claude Code, Codex, OpenCode 30 3,597 tok
Sayhi-bzb/Agent-HTML agent-html.org You don't need a chat ui but a canvas with ai. 347 Claude Code, Codex, OpenCode 11 535 tok
Lap-Platform/LAP lap.sh Your agents are guessing at APIs. Give them the actual Agent-Native spec. 1500+ API's Read 347 Claude Code 2 971 tok
AvivK5498/The-Claude-Protocol Mutli-Agent orchestration workflow for Claude Code with automated task management using Be 347 Claude Code 4 —
my-take-dev/inspired-mino-design-skills Development skills created from materials published on Minodrive's website. 347 Codex, OpenCode 8 3,661 tok
SirAllap/agentglass sirallap.github.io 🛰 Every AI coding agent on your machine, on one screen — live cost, tokens and tool calls 347 Claude Code, Codex, OpenCode 2 3,587 tok
yazinsai/tilawa tilawa.dev Offline Quran verse recognition — identify surah and ayah from audio. (Formerly offline-ta 347 Codex, OpenCode 1 1,849 tok
mrwogu/promptscript getpromptscript.dev Prompt-as-Code for Enterprise AI. Standardize, audit, and deploy instructions across any A 346 Claude Code, Codex, GitHub Copilot, OpenCode 28 7,810 tok
Utopai-Research/pai-pro Local AI filmmaking studio — skills, canvas, timeline — driven from your coding agent. 346 Claude Code, Codex, OpenCode 4 4,594 tok