How real projects configure their agents

44,996 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
hjertefolger/Root_Operator Personal AI assistant for macOS powered by Claude Code channels 9 Claude Code, Codex, OpenCode 2 4,649 tok
mizioandOrg/claude-planner-reviewer-implementer 9 Claude Code 1 257 tok
clawfire/chrome-webhook-extension chromewebstore.google.com 9 Claude Code 1 1,326 tok
joshuaboys/gx A fast git projects manager. Clone, jump, and organise repos from the terminal. 9 Claude Code, Codex, OpenCode 4 1,008 tok
wafflestudio/cse.snu.ac.kr cse.snu.ac.kr Seoul National University computer engineering frontend 9 Claude Code 1 2,791 tok
ThoBustos/openyoko That's how you 10x yourself. Introducing my personal agent OS. You need to pair it with yo 9 Claude Code 16 4,336 tok
FiquemSabendo/openrefine_mcp MCP server to control OpenRefine 9 Cursor 1 856 tok
TaoELi/MaxwellLink maxwelllink.org A flexible framework for self-consistent EM-molecular simulations, powered by AI agent ski 9 Claude Code, Codex, Gemini CLI, OpenCode 3 755 tok
jimfilippou/things-mcp A Model Context Protocol (MCP) server that provides seamless integration with the Things p 9 Cursor 1 395 tok
JiangtaoQu/js-reverse-evolver A self-evolving JavaScript reverse-engineering workflow MCP Server, mainly for JavaScript 9 Claude Code 2 —
dsudomoin/ultimate-claude-gui Lightweight Claude Code Gui plugin for Intellij IDEA 9 Claude Code 1 946 tok
regenrek/oplink-mcp oplink.instructa.ai easy workflows for mcp tools 9 Claude Code, Codex, Cursor, OpenCode 12 29 tok
menot-you/n-memory no.tt Local-first memory for AI agents. Keep decisions and evidence across sessions. Recall with 9 Claude Code 1 1,533 tok
Remeic/ccm ccm.justgiulio.dev Multi-profile manager for Claude Code 9 Claude Code 1 777 tok
vedanta/the-system Org-aligned multi-agent orchestration framework with roles, stages, human gates and autono 9 Claude Code 2 7,808 tok
ValentinDutra/pr-map Turn a GitHub pull request into an interactive map and review it from your browser. A Clau 9 Codex, OpenCode 1 815 tok
xieziyu/better-review Local-first PR review helper — drives claude or codex agents under a browser UI, ships fin 9 Claude Code 1 6,082 tok
zfy465914233/scholar-agent Knowledge agent for LLMs — online research + local accumulation, gets smarter over time. M 9 GitHub Copilot 1 528 tok
yamanidev/claude-code-configuration My personal Claude Code configuration. 9 Claude Code 1 1,326 tok
axel-pm/watch-n-learn Turn a how-to video into a reusable skill for your AI coding agent — watched locally, no A 9 Claude Code, Codex, OpenCode 1 628 tok
itaywol/adeptability pkg.go.dev Cross-harness AI skill portability CLI. Author an agent skill once, sync it into Claude Co 9 Codex, OpenCode 1 10 tok
FakeHank/ai-report-to-me Your AI coding sessions deserve better management 🎧 — daily reports & 90-day summaries fr 9 Claude Code 1 901 tok
codician-team/growmos codician-team.github.io 🪐 Growmos: A new approach to agentic AI—a living system expanding its knowledge like the 9 Claude Code, Codex, OpenCode 5 1,213 tok
pa-arth/cc-audit promptster.ai Local-first CLI that audits Claude Code transcripts for spend by model, avoidable context- 9 Claude Code 1 2,869 tok
wandb/weave-claude-code Claude Code plugin that traces sessions, tool calls, and subagents to W&B Weave for observ 9 Claude Code, Codex, OpenCode 2 1,168 tok
Himanshu507/cgcone cgcone.com npm for AI CLIs - install MCP servers across Claude Code, Gemini CLI, Codex, Copilot 9 Claude Code, Codex, OpenCode 2 79 tok
fjpulidop/specrails-core Chain-of-agents system to develop software. 9 Claude Code 1 783 tok
wcygan/ralphctl wcygan.github.io Ralph Loop / AI Agent Controller 9 Claude Code 1 1,320 tok
thecoderbuddy/agile-team-skill An AI-powered agile team for any software project. Ship with the discipline of a senior te 9 Claude Code 49 —
AlexandrosGounis/rubber-duckie Your personal AI assistant: uses your mouse and keyboard to complete tasks for you 🐤 9 Claude Code 1 1,136 tok
duthaho/skillhub Give Claude Code a memory and make it cite its sources — keyless skills for research, dail 9 Claude Code, Codex, OpenCode 1 1,118 tok
kensaurus/cursor-kenji skills.sh You say the job; the playbook runs. 143 agent skills + 55 commands for Cursor, Claude Code 9 Codex, OpenCode 1 469 tok
geekjourneyx/agent-fs A CLI tool for AI Agents to handle file operations and cloud storage with JSON output. 9 Claude Code 1 3,565 tok
Pyroxin/opinionated-claude-skills A set of agent skills aimed primarily at Claude Code. 9 Claude Code 3 732 tok
SFHAJJI/lex law.soufien.lu Point-in-time Luxembourg and reviewed EU law: exact article history, deterministic keyword 9 Claude Code, Codex, OpenCode 2 741 tok
phonowell/invoke-opencode-acp Claude Code CLI skill that delegates complex tasks to an OpenCode subagent via ACP protoco 9 Claude Code, Codex, OpenCode 2 731 tok
TonyCasey/lisa Persistent memory for Claude Code - powered by Graphiti knowledge graphs 9 Claude Code, Codex, OpenCode 2 8,919 tok
SanderMoon/local-brain A CLI tool for managing projects 9 Claude Code 1 1,901 tok
JordanGunn/nunchuck [DEPRECATED] Nunchuck skills, bow hunting skills, agent skills... 9 Codex, OpenCode 1 137 tok
gaelic-ghost/apple-dev-skills Apple Dev Agent Workflows | Now -> gaelic-ghost/socket 9 Codex, OpenCode 1 647 tok
CtriXin/agent-2-agent Cross-model adversarial Code Review Claude Code skill. Claude-written code is reviewed by 9 Claude Code 1 659 tok
ayhammouda/mentor Claude skill for official-first, dependency-ordered learning paths for technical topics. 9 Claude Code, Codex, OpenCode 2 1,529 tok
powabase-ai/agent-skills docs.powabase.ai Agent Skills that help AI coding assistants build on Powabase — the AI Backend-as-a-Servic 9 Claude Code, Codex, Gemini CLI, OpenCode 3 1,170 tok
Rektoooooo/CC-Settings A macOS settings manager app for Claude Code - built with SwiftUI 9 Claude Code 1 3,868 tok
pluto2060/CTX Trigger-Driven Dynamic Context Loading for Code-Aware LLM Agents 9 Claude Code 1 3,854 tok
toolprint/vibe-workspace toolprint.ai Manage a vibe workspace with many repos 9 Claude Code 1 1,570 tok
hiendinhngoc/unknowns Agent skills (SKILL.md) for discovering your unknowns across the dev lifecycle — from Thar 9 Claude Code 1 667 tok
StringKe/ai-agents Claude Code global configuration collection: Memory, Rules, Skills, and MCP. Supports quic 9 Claude Code 1 1,041 tok
devness-com/useai useai.dev Track your AI coding sessions with privacy-first analytics 9 Claude Code 1 927 tok
rawveg/openapi-directory-mcp openapidirectory.com An MCP Server for APIs.guru remarkable Wikipedia for Web APIs. Providing tools, prompts an 9 Claude Code 1 1,556 tok