How real projects configure their agents

23,307 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
pymc-labs/decision-hub 100 Claude Code, Codex, OpenCode 5 4,914 tok
dkyazzentwatwa/chatgpt-skills My comprehensive, tested + audited, library of skills to use for ChatGPT. 100 Claude Code, Codex, OpenCode 2 851 tok
aspenkit/aspens npmjs.com Your CLAUDE.md stopped working at 200 lines. Generate scoped skill files from your import 100 Claude Code, Codex, GitHub Copilot, OpenCode 34 3,436 tok
deepklarity/harness-kit A kit for building with AI agents and also the engineering patterns around it. 100 Claude Code, Codex, OpenCode 5 7,548 tok
gaixianggeng/mimi-remote Open-source native iPhone/iPad client for OpenAI Codex CLI and Claude Code — review diffs, 100 Codex, OpenCode 1 719 tok
ToxSam/open-source-avatars opensourceavatars.com A curated registry of free 3D VRM avatars for games, VR, and the metaverse 100 Codex, OpenCode 1 712 tok
OneYoungMean/KimodoUnityBridge Free Local Unity AI Motion Generate Tool.Based By Nvlab Kimodo. 100 Codex, OpenCode 1 82 tok
christopherarter/superpowers-reasonix Superpowers skill port to Reasonix coding harness. 100 Codex, OpenCode 1 761 tok
feuerdev/keep-mcp MCP server for Google Keep 100 Codex 1
manojbajaj95/claude-gtm-plugin Skills for GTM teams 100 Claude Code, Codex, OpenCode 2 2,472 tok
yfedoseev/browser_oxide Stealth headless browser engine in Rust — native BoringSSL TLS/JA4 fingerprint, real JS vi 100 Claude Code, Codex, OpenCode 2 1,256 tok
off-grid-ai/OGAD getoffgridai.co Off Grid AI — private, on-device AI. Run open models (text, vision, image, voice) locally 100 Claude Code, Codex, OpenCode 3 4,835 tok
Kuadrant/mcp-gateway kuadrant.io An envoy-based MCP Gateway that integrates with Istio and policy attachment mechanisms for 100 Claude Code, Codex, OpenCode 8 1,281 tok
d1vai/d1v-cli d1v.ai Experimental CLI for d1v.ai 100 Codex, OpenCode 1 935 tok
wardmos/waybill Continue unfinished work across coding agents with portable handoff bundles. 100 Claude Code, Codex, OpenCode 2 635 tok
captainflasmr/ollama-buddy A friendly Emacs interface for interacting with Ollama models 99 Claude Code, Codex 40
mirror4869/material-workbench Open-source, local-first creative asset workbench for Windows—organize, find, review, and 99 Codex, OpenCode 1 1,140 tok
soramitsu/fearless-Android fearlesswallet.io Fearless Wallet is a mobile wallet designed for the decentralized future on the Kusama and 99 Codex, OpenCode 1 1,873 tok
dominik1001/caldav-mcp 🗓️ A CalDAV Model Context Protocol (MCP) server to expose calendar operations as tools fo 99 Claude Code, Codex, OpenCode 3 440 tok
katopz/katgpt-rs A neuro-symbolic micro-Transformer with speculative decoding, constraint pruning, recurren 99 Claude Code, Codex, OpenCode 9 13,814 tok
10xChengTu/harness-engineering Set up and improve harness engineering (AGENTS.md, docs/, lint rules, eval systems, projec 99 Codex, OpenCode 1 1,511 tok
dmccreary/ibook-skills dmccreary.github.io 99 Claude Code, Codex, OpenCode 3 9,880 tok
antoinebou12/uml-mcp antoinebou12.github.io UML-MCP Server is a UML diagram generation tool based on MCP (Model Context Protocol), whi 99 Codex, OpenCode 1 374 tok
techwolf-ai/ai-first-toolkit ai-first.techwolf.ai Open-source Claude Code skills and Codex skills for AI-first work. Audit, re-engineer, and 99 Claude Code, Codex, OpenCode 1 649 tok
ingo-eichhorst/Irrlicht Claude Code session lights in your macOS menu bar — 🟣 🟠 🟢 ✦ 99 Claude Code, Codex, OpenCode 18 4,073 tok
nguyenyou/scalex nguyenyou.github.io Scala code intelligence for coding agents. Zero Build Server. Zero Compilation. Just answe 99 Claude Code, Codex, OpenCode 4 209 tok
harness/mcp-server Harness’ official MCP Server 99 Claude Code, Codex, OpenCode 2 2,002 tok
eunomia-bpf/ActPlane eunomia.dev eBPF Information Flow Enforcement for AI Agent safety, security and effectiveness 99 Claude Code, Codex, OpenCode 6 2,143 tok
interviewstreet/hackerrank-orchestrate-august26 99 Claude Code, Codex, OpenCode 2 2,122 tok
kawayiYokami/P-ai A ready-to-use self-growing desktop AI assistant for long-running tasks, memory, agents, t 99 Codex, OpenCode 1 5,630 tok
bmad-code-org/bmad-method-test-architecture-enterprise Test Architect Full BMad Method Enhancement 99 Codex, OpenCode 1 470 tok
timrogers/formanator Submit and manage Forma (https://joinforma.com) claims from the command line and Model Con 98 Codex, OpenCode 1 471 tok
pinkpixel-dev/mem0-mcp pinkpixel.dev A memory system using mem0 for AI applications. Enables long-term memory for AI agents as 98 Claude Code, Codex 2
Apricooooot/opencode-safechange A risk-aware multi-agent runtime for safe code migrations in OpenCode. 98 Claude Code, Codex, OpenCode 4 173 tok
AOSSIE-Org/Website aossie.org AOSSIE Offical Website 98 Claude Code, Codex, OpenCode 2 534 tok
DataDog/lading A suite of data generation and load testing tools 98 Claude Code, Codex, OpenCode 7 1,777 tok
JKorf/Bitfinex.Net cryptoexchange.jkorf.dev C#/.NET client library for the Bitfinex.com cryptocurrency exchange REST and WebSocket API 98 Codex, GitHub Copilot, OpenCode 2 2,389 tok
577206/knowledge-forge Local-first Obsidian knowledge ingestion workbench for PDFs, Markdown, TXT and spreadsheet 98 Claude Code, Codex, OpenCode 2 2,835 tok
linuxmatters/jive-vocals linuxmatters.sh Raw microphone recordings into broadcast-ready audio in one command. No configuration, and 98 Claude Code, Codex, OpenCode 2 10,152 tok
aws-samples/aws-hpc-recipes Contains example recipes that demonstrate how to build HPC systems using AWS services and 98 Claude Code, Codex, OpenCode 2 1,158 tok
ollygarden/opentelemetry-agent-skills Vendor-neutral OpenTelemetry skills for AI coding agents, grounded in upstream sources 98 Claude Code, Codex, OpenCode 2 1,872 tok
MaimoryLab/BootAgent bootagent.ai BootAgent is a local management tool of AI agents. It turns a fresh machine into a usable, 98 Codex, OpenCode 1 2,445 tok
zhangqi444/open-forge Let your AI coding agent self-host any open-source app for you. 2,200+ verified recipes — 98 Claude Code, Codex, OpenCode 3 12,444 tok
demonixis/oxrsys 98 Codex, OpenCode 1 3,580 tok
BintzGavin/helios heliosrender.com Programmatic video creation with web technologies you already know. CSS animations just wo 98 Claude Code, Codex, GitHub Copilot, OpenCode 19 1,155 tok
heilingbrunner/tiaportal-mcp A Visual Studio Code extension to connect to Siemens TIA Portal and interact with TIA Port 98 Codex, OpenCode 1 339 tok
finch04/LightBot A lightweight enterprise Java AI Agent platform. Covers advanced AI features including Age 98 Claude Code, Codex, OpenCode 2 16,013 tok
letta-ai/letta-agent-sdk docs.letta.com The Letta Agent SDK is the SDK for stateful agents. Each agent has its own identity and lo 98 Codex, OpenCode 1 1,478 tok
hahwul/gori gori.hahwul.com A fast, keyboard-driven HTTP intercepting proxy and hacking & pentesting toolkit for the t 98 Codex, OpenCode 1 4,180 tok
Sentinel-One/purple-mcp s1.ai Access SentinelOne's Purple AI and security services through the Model Context Protocol (M 98 Claude Code, Codex, OpenCode 2 5,121 tok