How real projects configure their agents

43,636 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
Nisus74/pencil-skill AI coding skill plugin for pencil.dev (.pen) design files via the Pencil MCP server that w 23 Claude Code, Codex, OpenCode 2 4,085 tok
houseworthe/claude-royale AI agents playing Clash Royale autonomously. Claude Code + multi-agent architecture reache 23 Claude Code 5 2,743 tok
hopoduck/agent-toast No more babysitting the terminal - Agent Toast pings you the instant Claude Code or Codex 23 Claude Code 1 3,616 tok
korjwl1/toki-monitor Menu bar app for tracking Claude Code & Codex CLI token usage on macOS — animated, live, S 23 Claude Code 4
modeled-information-format/mnemonic Persistent filesystem-based memory system for Claude Code. Pure MIF Level 3 compliant memo 23 Claude Code, GitHub Copilot 7 812 tok
shanraisshan/agentic-engineering linkedin.com does code matter? 23 Claude Code 35 706 tok
MoaidHathot/Zakira.Imprint Ship AI Skills, custom instructions, and MCP server configs alongside your NuGet packages. 23 Codex, OpenCode 1 24 tok
agentkitai/agentlens agentkitai.github.io Open-source observability and audit trail platform for AI agents. MCP-native, tamper-evide 23 Claude Code 41
nonatofabio/mindle A quiet place to read Markdown. Native macOS e-reader with highlighting, annotations & GFM 23 Codex, OpenCode 1 3,255 tok
WildPigKing/codex-project-skill-manager Consent-first workspace governance for Codex: standardize future project locations and lay 23 Codex, OpenCode 1 630 tok
geeks-accelerator/in-bed-ai inbed.ai A dating platform built for AI agents. Register, swipe, match, chat, and form relationship 23 Claude Code 1 5,662 tok
lacymorrow/lacy lacy.sh Talk to your shell — commands run, questions go to AI. No prefixes. 23 Claude Code 1 6,886 tok
ankaboot-source/supabase-selfhost-ops ankaboot.io Self-host Supabase in production, AI-ready: read-only MCP for your coding agent with zero 23 Codex, OpenCode 1 12,010 tok
sandraschi/worldlabs-mcp FastMCP 3.2 server and webapp wrapping the World Labs Marble API — generate navigable 3D 23 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 1,550 tok
nitsan-technologies/ns_t3af t3planet.de MCP-first AI foundation for TYPO3. Bring AI agents into TYPO3, on your terms. 23 Claude Code, Codex, OpenCode 5 1,033 tok
Wolfe-Jam/claude-faf-mcp faf.one Persistent Project Context for Claude — IANA-registered .faf format · Core 14 MCP tools (3 23 Claude Code 1 235 tok
tky0065/springdocs-mcp tky0065.github.io Un serveur Model Context Protocol (MCP) public qui donne accès à toute la documentation Sp 23 Claude Code 1 1,064 tok
hyqibot/claude-code-token-free Claude Code with Token-free Plan. A Claude Code build repaired from the source leaked fro 23 Codex, GitHub Copilot, OpenCode 2 3,441 tok
markpitt/claude-skills 23 Claude Code 4 2,370 tok
htest-dev/htest htest.dev Declarative, boilerplate-free unit testing 23 Claude Code 1 1,199 tok
neveevol7/career-ops-cn I spent several months applying for jobs using the most tedious methods. So, based on care 23 Claude Code, Codex, OpenCode 16 5,592 tok
iamraven-tw/Learn-GAS An AI Agent guides beginners through Google Apps Script tutorials, project development, an 23 Claude Code, Codex, OpenCode 2 802 tok
felvieira/claude-skills-fv 23 Claude Code, Codex, OpenCode 4 4,633 tok
ukunal91app/Marketing-Skills-by-Corey-Haines 23 Claude Code, Codex, OpenCode 2 2,263 tok
tobyilee/course-builder AI multi-agent harness that plans, designs, and produces online courses (slides + notes + 23 Claude Code 21 1,272 tok
huyphan13189/QE-AI 23 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 17 10,209 tok
JotJunior/cstk jotjunior.github.io Skills and Tools 23 Claude Code 1
jarombouts/star-trek-voice-clone Give Claude Code the voice of a Starfleet computer. ElevenLabs TTS voice clone + Claude Co 23 Claude Code 1 182 tok
skills-il/localization AI agent skills for Hebrew, RTL, translation, and cultural adaptation 23 Claude Code 1 585 tok
BayramAnnakov/telegram-mcp-setup Claude Code skill — interactive wizard for connecting Telegram to Claude Code via telegram 23 Claude Code 1 648 tok
basher83/lunar-claude Repo for my personal Claude Code configs 23 Claude Code, Codex, OpenCode 32 628 tok
kishormorol/SkillsAllYouNeed kishormorol.github.io A curated directory of every first-party skill, capability, and tool across Claude, ChatGP 23 Claude Code 1 475 tok
nghjjnjnf/echo-kaoyan-english-skill Echo_Graduate Entrance Exam English SKILL: A Codex skill-only plugin for detailed analysis 23 Claude Code, Codex, OpenCode 3 1,380 tok
FerroxLabs/ferrox-factory The agentic build line: planned phases, parallel waves, machine gates at every station. Go 23 Gemini CLI 1 617 tok
MadAppGang/tmux-mcp Quick and fast tmux mcp server 23 Claude Code 2
NVIDIA/cloudxr-js-samples nvidia.github.io The samples for CloudXR.js, a JavaScript Client SDK that enables developers to build enter 23 Codex, OpenCode 1 1,717 tok
cesarandreslopez/tauri-agent-tools cesarandreslopez.github.io Agent-driven inspection toolkit for Tauri desktop apps 23 Claude Code, Codex, OpenCode 2 3,772 tok
maximskorohod/memohood Dialogue memory for AI agents (hermes plugin): auto-recall of facts across sessions, LLM f 23 Codex, OpenCode 1 1,318 tok
biglinux/biglinux-webapps 23 Codex, OpenCode 1 2,676 tok
mitkox/background-coding-agents Background Coding Agents for Manufacturing Example Code 23 Codex, OpenCode 1 3,014 tok
fserg/1c-lsp-mcp-skill Cross-platform launcher manager and MCP bridge for multiple bsl-language-server instances 23 Claude Code, Codex 2 2,372 tok
prashantdivate/yocto-lens A terminal UI for Yocto/OpenEmbedded static analysis, style checks, layer validation, patc 23 Claude Code, Codex, OpenCode 2 484 tok
Gusto/baerly-storage medium.com Document database with no database server. Tiny, LLM-friendly TypeScript API; DB engine ru 23 Claude Code, Codex, OpenCode 4 6,928 tok
zhuanggenhua/BoardGame 23 Claude Code, Codex, OpenCode 9 297 tok
NickZaitsev/ru-normalizr pypi.org ru-normalizr — the best Russian text normalizer without LLMs. Converts numbers, dates, tim 23 Claude Code, Codex, OpenCode 7 1,402 tok
Automattic/newspack-workspace All the code that's fit to ship 23 Claude Code, Codex, GitHub Copilot, OpenCode 4 4,095 tok
jianzhoujz/input-indicator macOS Chinese input method indicator (supports Doubao Input Method/WeChat Input Method) 23 Codex, OpenCode 1 7,192 tok
rehiy/isrvd isrvd.rehiy.com All-in-one server management tool built with Go + Vue 3, providing full-stack operations c 23 Codex, OpenCode 1 5,398 tok
nearform/lastlight lastlight.dev Self-hostable, MIT Licensed, Enterprise AI Software Factory 23 Claude Code, Codex, OpenCode 5 2,498 tok
raoulbia-ai/claude-recall 23 Claude Code 1