How real projects configure their agents

24,785 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
nwiizo/ccswarm Multi-agent orchestration system using Claude Code with Git worktree isolation and special 156 Claude Code, Codex, OpenCode 7 2,636 tok
bergside/design-md-figma figma.com Figma plugin that extracts local style guidelines and generates DESIGN.md and SKILL.md fil 156 Claude Code, Codex 1 —
brevdev/workshop-build-an-agent 156 Claude Code, Codex, OpenCode 15 832 tok
MattDevy/pi-extensions mattdevy.github.io A set of pi-extensions, including pi-continuous-learning that continually improves you pi 156 Claude Code, Codex, OpenCode 2 1,648 tok
manor-os/manor-ai manorai.xyz Source-available, self-hosted AI agent workspace for small businesses and lean teams — wit 156 Codex, OpenCode 11 811 tok
azalio/map-framework Plan-then-build AI coding for Claude Code & Codex CLI — you approve the plan before the mo 155 Claude Code, Codex, OpenCode 44 1,605 tok
sheawinkler/ContextLattice contextlattice.io The local-first intelligence layer that gives AI agents durable continuity, explainable re 155 Codex, OpenCode 1 687 tok
BjornMelin/docmind-ai-llm DocMind AI is a powerful, open-source Streamlit application leveraging LlamaIndex, LangGra 155 Codex, OpenCode 1 5,757 tok
tetsuo-ai/voice_clone_lab Clone a voice from a few minutes of audio and generate speech locally — Qwen3-TTS fine-tun 155 Codex, OpenCode 1 895 tok
UHolli/ai-website-cloner AI website cloner for rebuilding live websites with AI coding agents 155 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 6 2,623 tok
AppThreat/vulnerability-db appthreat.com Vulnerability database and package search for sources such as Linux, OSV, NVD, GitHub and 155 Codex, OpenCode 1 2,842 tok
serpro69/claude-toolbox serpro69.github.io Minimal by design, explicitly multi-lang, production-ready and battle-tested collection of 155 Claude Code, Codex, OpenCode 3 6,979 tok
DRincs-Productions/pixi-vn pixi-vn.com Create visual novels/story-driven game with a modern 2D rendering engine and your favorite 155 Codex, OpenCode 1 2,532 tok
raphaelmansuy/edgeparse edgeparse.com EdgeParse converts any digital PDF into Markdown, JSON (with bounding boxes), HTML, or pla 155 Claude Code, Codex 2 —
ChrisTitusTech/titus-ai Codex and AI skills 155 Claude Code, Codex, OpenCode 20 1,017 tok
awslabs/nx-plugin-for-aws awslabs.github.io The @aws/nx-plugin is a collection of code generators that automate the creation and confi 155 Claude Code, Codex, OpenCode 2 524 tok
PromptPartner/agentsmith agentsmith.diy Universal, model-agnostic operating harness for AI agents (Claude, Codex, Gemini, …) — a l 154 Codex, OpenCode 1 4,929 tok
FangYuan33/easy-code-reader pypi.org A powerful MCP server for intelligently reading Jar source code. 154 Codex, GitHub Copilot, OpenCode 3 1,447 tok
liby/dotfiles ✨ Dotfiles for human agency 154 Codex, OpenCode 1 2,637 tok
cmb211087/azure-diagrams-skill linkedin.com Generate professional technical diagrams with AI - Azure architecture (800+ icons), ERDs, 154 Codex, OpenCode 1 699 tok
TechDufus/openkanban TUI kanban board for orchestrating AI coding agents 154 Claude Code, Codex, OpenCode 2 2,094 tok
goodfire-ai/param-decomp Parameter Decomposition 154 Claude Code, Codex, OpenCode 2 5,470 tok
xiaolai/nlpm nlpm.com Natural-Language Programming Manager — scan, lint, and score NL artifacts with Claude-nati 154 Claude Code, Codex, Gemini CLI, OpenCode 2 2,026 tok
Ciao1019/Petrichor petrichor.wl.do A self-hosted knowledge platform for humans and AI agents — publish wikis, blogs, and port 154 Codex, OpenCode 1 2,544 tok
Azure-Samples/azure-openai-rag-workshop aka.ms Create your own ChatGPT with Retrieval-Augmented-Generation workshop 154 Codex, GitHub Copilot, OpenCode 2 2,103 tok
sushaantu/boxento boxento.app Open-source customizable start page 154 Codex, OpenCode 6 1,882 tok
CAPHTECH/kiri 153 Claude Code, Codex, OpenCode 2 7,763 tok
Intelligent-Internet/CommonGround From isolated agents to shared work 153 Claude Code, Codex, OpenCode 3 925 tok
cyanheads/mcp-ts-core npmjs.com Agent-native TypeScript framework for building MCP servers. 153 Claude Code, Codex, OpenCode 2 37,142 tok
cloudnative-co/claude-code-starter-kit One-command setup of a complete Claude Code development environment with interactive wizar 153 Claude Code, Codex, GitHub Copilot, OpenCode 3 7,453 tok
KyosukeIshizu1008/berryscode Native IDE for the Bevy game engine, built in Bevy + Rust. Scene editor, ECS inspector, AI 153 Codex, OpenCode 1 1,886 tok
BruceLanLan/sol-luna-engineering-workflow Luna-first Codex workflow: Luna Max by default, parallel Luna workers, and Sol Advisor onl 153 Codex, OpenCode 1 618 tok
TheHotwireClub/hotwire_club-skills a marketplace of agentic hotwire skills 153 Codex, OpenCode 1 740 tok
owainlewis/neo neoharness.dev The best minimalist multi-agent coding harness. 153 Codex, OpenCode 1 90 tok
DEVtheOPS/opencode-plugin-otel An opencode plugin that exports telemetry via OpenTelemetry (OTLP/gRPC), mirroring the sam 153 Claude Code, Codex, OpenCode 2 1,341 tok
scgopi/GraphCode graphcode.app Graph Engineering, simplified — with GraphCode. #graphcode 153 Codex, OpenCode 1 4,911 tok
mrpmorris/Roslynk 153 Codex, OpenCode 1 9,572 tok
netdevops/hier_config hier-config.readthedocs.io Hierarchical Configuration 153 Claude Code, Codex, GitHub Copilot, OpenCode 6 2,251 tok
OriginProtocol/origin-dollar originprotocol.com OUSD and OETH are stablecoins that passively accrue yield while you are holding it 153 Claude Code, Codex, OpenCode 9 5,098 tok
EXboys/skilllite A lightweight secure Self-evolution engine built in Rust, featuring a built-in native syst 152 Claude Code, Codex, OpenCode 17 1,314 tok
shenjianan97/persistent-agent-runtime Persistent runtime for long-running AI agent tasks with durable checkpoints, lease-based w 152 Claude Code, Codex, OpenCode 2 5,027 tok
devos-ing/omni-skills devos.ing GetSuperpower packages a whole AI-agent workflow as one callable skill. 152 Codex, OpenCode 1 1,288 tok
Iron-Ham/XcodePreviews 152 Claude Code, Codex, Cursor 5 695 tok
NomaDamas/AutoRAG-Research Automate your RAG research 152 Claude Code, Codex, OpenCode 31 2,930 tok
nixrajput/portfolio-nextjs nixrajput.com This repository contains the source code for a portfolio website built using Next.js, Type 152 Claude Code, Codex, OpenCode 3 3,706 tok
alex-on-ai/WebReaper webreaper.ai AI-native web scraper. Single binary with a bundled Claude Code skill. MIT-licensed altern 152 Claude Code, Codex 15 8,859 tok
romarayt/raytsystem-public-os romarayt.github.io Local-first agent workspace for knowledge, tasks, documents and verifiable workflows · Loc 152 Claude Code, Codex, OpenCode 12 1,295 tok
JetXu-LLM/DocMason youtube.com DocMason is a repo-native agent that turns your complex office files into a local LLM know 152 Claude Code, Codex, GitHub Copilot, OpenCode 8 2,350 tok
ljxpython/ai-agent-platform AI agent platform development—using testing as an example, this project builds a practical 152 Codex, OpenCode 4 5,140 tok
aws-samples/sample-agentic-platform A sample agentic ai platform to run agentic workflows on AWS using either EKS or Bedrock A 152 Claude Code, Codex, OpenCode 3 5,144 tok