How real projects configure their agents

23,157 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
styrene-lab/omegon Native AI agent harness — for agents, by agents. Single binary, zero dependencies. 46 Codex, OpenCode 1 2,559 tok
topheman/effect-viz effect-viz.vercel.app Effect runtime visualizer 🌀 46 Claude Code, Codex, OpenCode 2 1,006 tok
hachej/boring-ui Build agent-powered apps without reinventing the shell. 46 Claude Code, Codex, OpenCode 77 1,322 tok
sorafujitani/ccsession pick any past Claude Code session via fzf, then resume it from the right cwd 46 Claude Code, Codex 2
drvoss/everything-copilot-cli The definitive guide & configuration system for GitHub Copilot CLI — agents, skills, rules 46 Codex, GitHub Copilot, OpenCode 2 4,786 tok
haabe/mycelium AI made building cheap. It didn't make deciding cheap. Mycelium is a Claude Code harness t 46 Claude Code, Codex, OpenCode 3 5,773 tok
VinvAI/VinvAI vinv.ai Tools for AI agents to test, fix and optimise your codebase 46 Codex, OpenCode 1 2,278 tok
CarlosVallejoRuiz/slurp Token-budget-aware graph navigation for AI coding agents. Serve exactly the noodles your L 46 Claude Code, Codex 3 12,466 tok
ed-donner/personal-space 46 Claude Code, Codex, OpenCode 6 845 tok
shelby/shelby-skills shelby.xyz Agent skills for building on Shelby 46 Claude Code, Codex, OpenCode 2 404 tok
mariourquia/cre-skills-plugin 100+ institutional-grade CRE skills for Claude Code, Desktop, and Cowork. Deal screening, 46 Codex, OpenCode 1 547 tok
andrzejchm/fdb Flutter Debug Bridge - CLI for AI agents to interact with running Flutter apps on device 46 Claude Code, Codex, OpenCode 8 1,534 tok
wilson-anysphere/indonesia A better Java LSP 46 Codex, OpenCode 1 2,333 tok
scottonanski/persistent-mind-model-v1.0 Event-sourced runtime for reconstructable AI identity, memory, reflection, commitments, an 46 Codex, OpenCode 2 214 tok
gmaxxxie/ai-native-product-agent-skills AI Native Product Methodology — 80 executable skills across P0-P14 stages, covering needs 46 Codex, OpenCode 1 950 tok
Randroids-Dojo/skills A collection of Claude Code skills by Randroids Dojo 46 Claude Code, Codex, OpenCode 2 917 tok
vercel/microfrontends vercel.com Build microfrontends on Vercel 46 Claude Code, Codex, OpenCode 2 2,188 tok
TheAstrelo/Claude-Pipeline Tool-agnostic 13-phase AI development pipeline — turns a task description into reviewed, c 46 Claude Code, Codex, OpenCode 40 7,476 tok
joosure/Maestro A platform evolution of OpenAI Symphony (openai/symphony) for running Codex, Claude Code, 46 Claude Code, Codex 6
asdhabdua/bilibili-video-notes-skill Bilibili Video Notes is a tool that automatically generates DOCX study notes with screensh 46 Claude Code, Codex, OpenCode 2 1,817 tok
pipefy/ai-toolkit MCP server, CLI, and agent skills for Pipefy. 46 Codex, OpenCode 1 3,184 tok
martinffx/atelier An atelier for your Agent: spec-driven workflows, deep thinking, and code quality. 46 Codex, OpenCode 1 514 tok
tothalex/drift tothalex.github.io Review your working changes like a pull request — in the terminal. Block-scoped live diffs 46 Claude Code, Codex, OpenCode 2 1,340 tok
wildwasser/opencode-agents Multi-agent AI development templates for opencode 46 Codex, OpenCode 1 1,413 tok
stepfun-ai/Step-Realtime-CLI 46 Codex, OpenCode 1 3,516 tok
eai-org/agent-toolkit eai-org.github.io Minimalistic, project-agnostic skills and rules for AI coding agents 46 Claude Code, Codex, OpenCode 2 253 tok
netresearch/php-modernization-skill Agent Skill: PHP 8.x modernization patterns - typing, attributes, PHPStan | Claude Code co 46 Codex, OpenCode 1 1,563 tok
neuromechanist/research-skills neuromechanist.github.io A skill marketplace for academic research: from project management to literature review, m 46 Claude Code, Codex, OpenCode 2 3,332 tok
777genius/social-monitor social-monitor.app Tired of scrolling through hundreds of near-identical posts across every social network ju 46 Claude Code, Codex, OpenCode 6 2,673 tok
Yervant7/HuntMemory t.me Android memory editor app based on kernel 46 Claude Code, Codex, OpenCode 6 1,099 tok
pietz/mcp-web-tools 46 Codex, OpenCode 1 577 tok
dubbl-org/dubbl dubbl.dev A full-featured, open-source alternative to Xero and QuickBooks. It is API-first, develope 46 Claude Code, Codex, OpenCode 2 352 tok
OpenFDEAI/ChatDemo 46 Codex, OpenCode 1 577 tok
jonaschen/Android-Software A Hierarchical AI Agent Skill Set for managing AOSP platform integration, built on an MMU- 46 Claude Code, Codex, Gemini CLI, OpenCode 3 2,760 tok
obris-dev/openmagpie openmagpie.ai Open-source, self-hostable social listening. 46 Claude Code, Codex, OpenCode 2 2,592 tok
jgouviergmail/LIA-Assistant lia.jeyswork.com Smart multi-agent conversational assistant with LangGraph orchestration, Human-in-the-Loop 46 Claude Code, Codex, OpenCode 2 68,014 tok
zjw49246/CC-Manager 46 Codex, OpenCode 1 4 tok
nghyane/hands Local Grok tools as MCP for ChatGPT Web. No model. 46 Codex, OpenCode 1 203 tok
vaquarkhan/data-engineering-agent-skills vaquarkhan.github.io Production-grade Agent Skills for data engineering AI agents: 73 workflows, platform prese 46 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,482 tok
NuGuardAI/nuguard nuguard.ai AI red-teaming tool and LLM security framework to evaluate agentic AI applications. Tests 46 Claude Code, Codex, GitHub Copilot, OpenCode 7 4,771 tok
gracefullight/krds krds.gracefullight.dev Theme & components for the Korea Design System (krds.go.kr) — MUI v7 + Tailwind v4 / Base 46 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 8 5,534 tok
JYYYYYT/dev-report-weekly Local-first desktop app that turns reviewed Git history into auditable weekly reports with 45 Codex, OpenCode 1 253 tok
ItIsMixian/Orrery A portable skill for traceable Markdown project documentation, local observability, and sa 45 Codex, OpenCode 1 3,456 tok
steve02081504/GentianAphrodite the first fount character in history 45 Codex, OpenCode 1 1,922 tok
willhennessy/architect Plugin to add interactive architecture diagrams to Claude Plan Mode 45 Codex, OpenCode 1 919 tok
ambroise-leclerc/WebFront C++23 header-only web UI library 45 Codex, GitHub Copilot, OpenCode 2 1,515 tok
djfksjd/sole-search A support-program research agent skill for small business owners (operating shops and self 45 Claude Code, Codex, OpenCode 1 674 tok
Forward-Future/DeployBot Agent-managed GitHub merge queue for Codex, Claude Code, Cursor, and MCP clients 45 Codex, OpenCode 1 262 tok
Xopoko/build-swift-apps Build, debug, profile, test, refactor, and release Swift apps across iOS, macOS, Xcode, Sw 45 Claude Code, Codex, OpenCode 2 1,104 tok
gridctl/gridctl 🔒 MCP gateway with a built-in skill library. 45 Codex, OpenCode 1 4,291 tok