How real projects configure their agents

32,517 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
osodevops/kafka-backup kafkabackup.com High-performance Kafka backup and restore with point-in-time recovery. Supports Local file 50 Claude Code 1 3,666 tok
ultimatile/arxiv-skills 50 Claude Code 1 922 tok
memi-design/memi memoire.cv The design layer for agentic AI — design context, interface checks, and verification for c 50 Claude Code, Codex, OpenCode 2 4,485 tok
mathruffian-dot/2026-YouTube YouTube video automation pipeline: editing, subtitles, thumbnails, descriptions, and SEO a 50 Claude Code, Codex, OpenCode 2 5,309 tok
eddyzzl/imagegen-pptx-pipeline Agent skill for ImageGen-driven editable PowerPoint deck generation and strict slide-image 50 Claude Code, Codex, OpenCode 2 378 tok
barryw/PaperlessMCP A Model Context Protocol (MCP) server for Paperless-ngx document management 50 Claude Code 1 1,119 tok
getsentry/plausible-mcp MCP server for Plausible Analytics — query traffic, conversions, and compare periods from 50 Claude Code, Codex, OpenCode 2 268 tok
olegvg/resume-tailor-plugin ovg.me Resume Tailor — Claude Code & Codex Plugin 50 Claude Code, Codex, OpenCode 2 959 tok
opslane/opslane docs.opslane.com Opslane finds the bugs your users run into by watching real user sessions, and writes the 50 Claude Code, Codex, OpenCode 4 1,469 tok
MCDxAI/minecraft-dev-mcp MCP server for Minecraft Development 50 Claude Code, Codex, OpenCode 6 7,810 tok
roboflow/computer-vision-skills Agent-ready Skills for Roboflow and Computer Vision workflows 50 Claude Code, Codex, OpenCode 2 30 tok
alirezarezvani/gaios Open-source AI Operating System (AIOS) blueprint for Claude Code & Codex — turn any agent 50 Claude Code, Codex, OpenCode 2 4,714 tok
mordor-forge/study-skill Claude Code skill for interactive learning with FSRS-6 spaced repetition, research agents, 50 Claude Code, Codex, OpenCode 2 644 tok
Suraj1235/open-dynamic-workflows Open-source dynamic multi-agent workflows for AI coding agents - the script-as-orchestrato 50 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 6 587 tok
aladicf/better-web-ui better-web-ui is a web frontend design skill library for AI coding agents. 50 Claude Code, Codex, OpenCode 34 2,096 tok
renatoasse/ibeia-skills 50 Claude Code 1 733 tok
intel/gpu-ai-skills Agent Skills for running, benchmarking, and profiling Hugging Face models on Intel GPUs — 50 Claude Code, Codex, OpenCode 2 2,191 tok
James-Chahwan/repo-graph Structural graph memory for AI coding assistants — MCP server for codebase navigation 50 Claude Code 1 7,952 tok
joshsymonds/cc-tools Claude Code tools 50 Claude Code 1 468 tok
mycelium-hq/ai-brain-starter adelaidadiazroa.substack.com The operating system for Claude Code. Memory, accountability, journaling, knowledge graphs 50 Claude Code 1 1,723 tok
safe-global/safe-client-gateway docs.safe.global Serves as a bridge for the Safe{Wallet} clients (Android, iOS, Web) 50 Claude Code, Codex, OpenCode 26 2,202 tok
bkywksj/ruoyi-plus-uniapp-docs ruoyi-plus-uniapp documentation 50 Claude Code, Codex, OpenCode 7 14,815 tok
membrowse/membrowse-action membrowse.com Track and analyze binary size and memory footprint in embedded firmware 50 Claude Code 2 4,074 tok
elsa-workflows/elsa-extensions Official repository for Elsa Workflows Extensions. This repository contains modular integr 50 Claude Code, Codex, OpenCode 2 85 tok
jpoley/flowspec jpoley.github.io flowspec is a deliberate implementation of spec-kit & backlog md with task memory 50 Claude Code, Codex, GitHub Copilot, OpenCode 8 2,152 tok
saman-pasha/cicili Cicili: Safe Modern C Solution. The C language in S-expressions — Lisp macros with type in 50 Claude Code 1 3,272 tok
matsest/lazyazure The lazy way to view your Azure resources. TUI for drilling down into Azure subscriptions 49 Claude Code, Codex, OpenCode 2 9,579 tok
theSalted/alphalabel 49 Claude Code 1 2,222 tok
picoaide/picoaide picoaide.com Enterprise AI PaaS management platform — Docker-based container lifecycle management, unif 49 Claude Code, Codex, OpenCode 9 8,656 tok
vincentchen2026/claude-code-java 49 Claude Code 1 6,371 tok
max-hq/max max.cloud Max is a federated data connectivity layer that puts searchable data next to your deployed 49 Claude Code 1 231 tok
MarcusJellinghaus/mcp-workspace MCP Workspace Server: A secure Model Context Protocol server providing file, git, and GitH 49 Claude Code 24 —
o-gi/claude-code-commands 49 Claude Code 1 2,079 tok
yasuflatland-lf/liferay-dummy-factory 🏭 Generate realistic dummy data for Liferay DXP 49 Claude Code 4 972 tok
anjor/coinmarket-mcp-server 49 Claude Code 1 524 tok
monk1337/clicodelog Browse & Inspect CLI agents : Claude Code, Codex, Gemini CLI code & conversation history 49 Claude Code 1 1,558 tok
ojspace/md-anything Local-first CLI + MCP server: Any file → AI-ready Markdown + JSON 49 Claude Code, GitHub Copilot 2 1,896 tok
sebastienrousseau/pain001 docs.pain001.com Generate and validate ISO 20022 payment files (pain.001 v03-v12, pain.008) from CSV, SQLit 49 Claude Code, Codex, GitHub Copilot, OpenCode 5 6,110 tok
timescale/tiger-slack tigerdata.com Real-time Slack ingest and MCP server to power your agentic Slack bots 49 Claude Code 1 2,515 tok
zenml-io/mcp-zenml zenml.io MCP server to connect an MCP client (Cursor, Claude Desktop etc) with your ZenML MLOps and 49 Claude Code, Codex, OpenCode 2 9,849 tok
sodiumjoe/dotfiles dotfiles 49 Claude Code 1 259 tok
chrishough/my-configurations My Engineering Life 49 Claude Code 1 1,542 tok
marcus-w-hobbs/Wilsonic-MTS-ESP Automate the microtonal scale designs of Erv Wilson in your DAW 49 Claude Code 2 4,063 tok
buiphucminhtam/forgewright Adaptive AI Orchestrator — 52 skills, 19 modes. SaaS, game dev, XR, AI/ML. Pipeline: DEFIN 49 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 19 18,892 tok
zhu1090093659/solo-agile-template 49 Claude Code 11 546 tok
blas0/UnseveredMemory npmjs.com Simple, organic, lightweight yet purposeful memory system for Claude Code. 49 Claude Code 2 135 tok
maioio/genesis-architect maioio.github.io Research-first architecture engine for Python, TS, Go and Rust. Mines GitHub Issues for re 49 Claude Code, Codex, OpenCode 4 2,151 tok
UCSB-NLP-Chang/Skill-Usage 49 Claude Code 5 —
BradMoonUESTC/TxAnalyzer 49 Claude Code 1 390 tok
zhouda1fu/Ncp.Admin ncp 49 Claude Code, Codex, Cursor, OpenCode 9 1,172 tok