How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
dushaobindoudou/ovo Open-source proactive AI desktop assistant for macOS. Watches your screen, suggests next s 10 Claude Code, Codex, OpenCode 2 1,559 tok
danieljhkim/orbit orbit-cli.com Orbit is durable, intent-tracked agentic project management for developers 10 Claude Code, Codex, OpenCode 3 1,837 tok
namphuongtran/awesome-ai-coding-agent-tools A curated list of tools, libraries, MCP servers, and frameworks that power AI coding agent 10 Claude Code 1 1,165 tok
ariobarin/agentic-engineering-101 A practical guide to AI coding tools for students (maximizing those student perks) 10 Claude Code 4
hrygo/openclaw-devkit OpenClaw DevKit - Containerized development toolkit for OpenClaw multi-channel AI producti 10 Claude Code 1 2,062 tok
qwedsazxc78/devops-ai-skill npmjs.com ⚡ Cross-platform DevOps AI Skill Pack — Horus (IaC) + Zeus (GitOps) agents, ingress→Gatewa 10 Claude Code, Codex, Gemini CLI, OpenCode 31 3,092 tok
levi-qiao/obsidian-llm-wiki Compile notes into a linked Obsidian wiki at ingest time with Claude Code, following Karpa 10 Claude Code 17 3,290 tok
weklund/fiduciary A personal financial advisor that runs locally. Plaid CLI + SQLite + Claude Code skills. F 10 Claude Code 2 1,986 tok
luizinhoh2o1/ntk ntk.valraw.com Neural Token Killer - semantic compression proxy for Claude Code (Rust) 10 Claude Code 1 6,904 tok
Mapika/nice-figures Soft-pastel, research-blog-style matplotlib figures as an installable Claude Code plugin. 10 Codex, OpenCode 1 837 tok
Codename-11/SubFrame SubFrame - A terminal first project management IDE for Claude Code, Codex CLI, and Gemini 10 Claude Code, Codex, Gemini CLI, OpenCode 15 9,005 tok
Arylmera/Token-Dashboard Local desktop dashboard for Claude Code. Reads your JSONL transcripts and surfaces per-pro 10 Claude Code 1 2,495 tok
vicmaster/coide Electron desktop GUI for Claude Code CLI 10 Claude Code 3
Dipen-Dedania/agent-pulse dipen-dedania.github.io Know what your agents are doing 10 Claude Code, Codex, OpenCode 10 1,302 tok
paultyng/agentsd Stream Deck plugin for managing Claude Code sessions 10 Claude Code 1 447 tok
akasecurity/claude-tools akasecurity.io The clean slate a fresh Claude Code should start from — clean context, locked credentials, 10 Claude Code, Codex, Gemini CLI, OpenCode 3 793 tok
Shironex/omniscribe omniscribe.app Orchestrate multiple AI coding sessions in parallel 10 Claude Code 1 1,744 tok
ForeverSc/pinfix foreversc.github.io 📌 Edit UI with Claude Code using on-page comments. 10 Claude Code, Codex, OpenCode 2 1,607 tok
dmtrkzntsv/syncai Sync AI rules and guidelines files between agents 10 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,687 tok
sergeyzwezdin/huba huba.sh A tool for managing Claude Code Tasks across all your projects 10 Claude Code 5
nkhdiscovery/headless-agentic-codebase Run a coding agent (Claude/Gemini/Codex) 24/7 on your project. Container-isolated, self-me 10 Claude Code 1 712 tok
kitlau86/agent-vision-mcp An MCP server that gives non-vision LLMs the ability to "see" images. Plug in any OpenAI-c 10 Claude Code 1 436 tok
7xuanlu/ultrapowers A dynamic build workflow for Claude Code: plan a goal into tasks, build each test-first, r 10 Claude Code, Codex, OpenCode 4 2,132 tok
mattbaconz/signal SIGNAL — Agent Skills: terse structured output (tiers, templates, checkpoints), git workfl 10 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,104 tok
concaption/cold-md cold.md One markdown file that tells an AI agent how to do your cold outreach. Open spec + Claude 10 Claude Code 1 466 tok
sacredvoid/skillkit A growing collection of AI coding skills for creative and productivity workflows. Image fe 10 Claude Code 1 306 tok
zeljkoavramovic/karpathy-bernstein-avramovic zeljkoavramovic.github.io Global CLAUDE.md: Behavior guidelines that stop your agent from overengineering, hallucina 10 Claude Code 1 1,636 tok
hashiiiii/rules-for-ai Portable rules and skills for AI coding agents. 10 Claude Code, Codex, OpenCode 2 481 tok
sudoitir/claudecode4j Java integration for Claude Code CLI. Features Virtual Thread execution, Spring Boot auto- 10 Claude Code 1 1,651 tok
LeeYudok/doksam-skills Senior mobile web/app UX/UI planning skill — generates IA and PPT-style screen specificati 10 Claude Code, Codex, Gemini CLI, OpenCode 3 6,831 tok
ShipWithAI/shipwithai-plugins shipwithai.io Open-source Claude Code plugins — build a real project harness, not another pasted CLAUDE. 10 Claude Code 4 1,321 tok
Vikrant-Khedkar/gingerpaw Local macOS multi-agent coding workspace — run Claude Code, Codex, Gemini & Cursor in para 10 Claude Code, Codex, OpenCode 2 2,373 tok
Rainnystone/skill-orchestration-system Skill-first CLI for turning agent skills into reviewable, routing-friendly packs. 10 Codex, OpenCode 1 1,531 tok
jacebenson/jsn jsn.jace.pro 10 Codex, OpenCode 1 1,263 tok
Axect/pytorch_template axect.github.io AI-agent-friendly PyTorch research pipeline — one YAML config drives preflight, training, 10 Claude Code 1 331 tok
rezathepure/claude-code-scenes rezathepure.github.io A fun Claude Code CLI with animated themes — prompt it, and it builds you your own! 10 Claude Code, Codex, OpenCode 6 14,228 tok
yfge/agentskill.work agentskill.work Agent Skills / Claude Skills / 10 Claude Code, Codex, Gemini CLI, OpenCode 3 1,233 tok
jerrinot/ap-query The profiling CLI for agents who can code but can’t read flame graphs 10 Claude Code, Codex, OpenCode 2 838 tok
pantheon-org/tekhne pantheon-org.github.io Agents Skills 10 Claude Code, Codex, OpenCode 2 1,621 tok
asermax/seemux A GTK4 terminal multiplexer for Linux with Claude Code integration, inspired by cmux. 10 Claude Code 1 1,271 tok
tonypls/agentic-product-launch A launch playbook your coding agent can run — take a shippable AI product, agent, SaaS, or 10 Claude Code, Codex, OpenCode 2 358 tok
lim8603/dot-cowork Reusable AI–human collaboration frameworks for project‑level context engineering. 10 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,273 tok
lockstep-team-agent/lockstep getlockstep.dev Keep your team's AI coding agents coordinated — without sharing source code. 10 Claude Code, Codex 4
kylemclaren/ralph CLI tool implementing the Ralph Wiggum Loop — an autonomous AI coding loop that repeatedly 10 Claude Code 1 656 tok
Artexis10/exomem substratesystems.io Self-hosted MCP server that makes your Obsidian/markdown vault searchable — text, PDFs, Of 10 Claude Code, Codex, OpenCode 22 915 tok
Ling-ye/cc-port Private, rollback-safe sync for AI coding resources across Codex, Claude Code, Cursor, Win 10 Claude Code, Codex, OpenCode 1 4,906 tok
neptaco/mcproc A Model Context Protocol (MCP) server for comfortable background process management on AI 10 Claude Code 5 3,910 tok
jellydn/ai-launcher ai-cli.itman.fyi A fast, secure launcher CLI tool that lets you switch between different AI coding assistan 10 Claude Code, Codex, OpenCode 2 1,302 tok
T-0-co/t-0-spec-kit-ralph t-0.co Ralph Loop with Spec Kit command and control layer 10 Claude Code, Codex, OpenCode 2 50 tok
MacFall7/M87-Spine-lite Stop Claude Code from doing irreversible damage. Policy-gated execution + receipts so you 10 Claude Code 6 797 tok