How real projects configure their agents

44,931 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
Oscaner/skills oscaner.github.io A cdd-first methodology repo — continuously-discovered development as the core discipline, 65 Claude Code, Codex, OpenCode 2 2,566 tok
caura-ai/caura-cross-fleet-gov Multi-agent memory governance demo using Caura + OpenClaw. Three agents (Sales, Legal, Adm 65 Claude Code 1 1,402 tok
kuraydev/react-native-typescript-library-starter 🚀 Production-ready starter for React Native TypeScript libraries — dual CJS/ESM output, s 65 Codex, OpenCode 1 1,719 tok
iiAtlas/hledger-mcp npmjs.com A local MCP server for interacting with the HLedger cli 65 Claude Code 1 497 tok
atman-33/kiro-for-codex marketplace.visualstudio.com VS Code extension for spec-driven development with Codex CLI. Manage specs, steering docs, 65 Codex, OpenCode 1 737 tok
icraft2170/youtube-data-mcp-server 65 Cursor 1 410 tok
Kastalien-Research/thoughtbox thoughtbox.kastalienresearch.ai Thoughtbox is an intention ledger for agents. Evaluate AI's decisions against its decision 65 Claude Code, Codex, OpenCode 5 4,519 tok
yoda-digital/mcp-gitlab-server opensource.yoda.digital Production-grade GitLab MCP server with 86 tools — full GitLab control from any AI agent ( 65 Claude Code 1 993 tok
Jeffrey0117/ClaudeBot Not a pipe to Claude. A command center on your phone. — Telegram bot for Claude Code CLI w 65 Claude Code 1 1,002 tok
archcore-ai/cli Archived: Archcore moved to github.com/archcore-ai/archcore (CLI under cli/) 65 Claude Code, Codex, OpenCode 7 6,949 tok
NomaDamas/girlfriend-in-cli An AI girlfriend or boyfriend that lives inside your terminal. Real personas, real convers 65 Claude Code, Codex, OpenCode 31 265 tok
heleninsights-dot/phd-deepread-workflow A professinal CLI workflow for PhD students to extract, analyze, and visualize academic pa 65 Claude Code, Codex, OpenCode 2 2,974 tok
cofy-x/axern axern.cofy-x.space Self-hosted execution platform for AI agents, powered by gVisor. 65 Codex, OpenCode 1 494 tok
papadanku/CShade papadanku.github.io Motion graphics shaders for ReShade. 65 Codex, OpenCode 1 375 tok
MoonProxyHQ/moonproxy-desktop moonproxy.app MoonProxy Desktop - Cross-platform FRP desktop client (frpc GUI) for macOS and Windows. NA 65 Claude Code, Codex, OpenCode 2 3,886 tok
cliftonc/drizzle-cube try.drizzle-cube.dev An embeddable multi-dimensional semantic layer and self-service analytics module (built on 65 Claude Code, Codex, OpenCode 6 2,200 tok
rfunix/tengu AI-powered penetration testing MCP server 65 Claude Code 1 6,055 tok
fastagent-sh/fastagent fastagent.sh Vibe first. Then FastAgent — turn a local agent directory into a live service: in your app 65 Codex, OpenCode 1 11,467 tok
aidlc-io/aidlc 65 Claude Code 17 —
CoreWorxLab/local-livekit-plugins Local STT/TTS plugins for LiveKit Agents - no cloud APIs required 65 Claude Code 1 303 tok
zamarrowski/claudemon zamarrowski.github.io Wild Pokemon appear while you work in Claude Code. 65 Claude Code 1 7,681 tok
dlt-hub/dlthub-ai-harness 65 Claude Code 6 1,712 tok
ThePatriczek/playwright-recast Fluent pipeline library for processing Playwright traces into polished demo videos with TT 65 Claude Code 4 —
Fadouse/neko-obfuscator neko.turings.org Advanced Java bytecode and native obfuscation toolkit. 65 Codex, OpenCode 1 4,419 tok
alkoleft/v8-runner-rust 65 Codex, OpenCode 1 1,723 tok
yoloshii/gigaxity-deep-research Open-source deep research MCP. Qwen3-30B-A3B-Thinking via OpenRouter, cited web synthesis 65 Claude Code, Codex, OpenCode 2 20,876 tok
kesteva/cyboflow 65 Claude Code, Codex, OpenCode 4 446 tok
arcasilesgroup/ai-engineering ai-engineering.arcasiles.com Developer-centered AI engineering: build software with security, quality and governance. O 65 Codex, OpenCode 1 1,105 tok
norman-finance/norman-mcp-server norman.finance Invoicing, full accounting, year-end preparation and taxes for freelancers and small busin 65 Gemini CLI 1 291 tok
sandudorogan/tmux-pane-tree sandudorogan.github.io ┣nteractive tmux pane tree with live agent badges and Vim-style navigation. 65 Claude Code 1 1,899 tok
evgenyvinnik/llm-driven-system-design Collection of the system designs driven by LLMs 65 Claude Code, Codex, OpenCode 2 15,493 tok
hqhq1025/clipaste Screenshot clipboard paste fix for Claude Code, Codex & Cursor — works on macOS, SSH remot 65 Claude Code, Codex, OpenCode 2 4,301 tok
ruaan-deysel/unraid-management-agent Go-based Unraid plugin monitor and control your Unraid system via REST API, WebSocket, MCP 65 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 20 10,246 tok
SpringCare/VERA-MH VERA-MH official repository 65 Claude Code, Codex, OpenCode 15 4,445 tok
unmateria/MCP-Access coletas.es MCP Server for editing VBA code and controls on an MS Access .ACCDB database via LLM (test 65 Claude Code 1 17,437 tok
posit-dev/open-source-website opensource.posit.co Posit Open Source Website 65 Claude Code 4 100 tok
aretta-ai/aristo An SDK for verifiable intent, inline with code: one-line claims above your functions, veri 65 Claude Code 1 6,469 tok
Bredrumb/TomoriBot docs.tomoribot.app A highly customizable personal AI assistant for Discord featuring smart agentic AI feature 65 Claude Code, Codex, OpenCode 4 3,502 tok
cgallic/kai-cmo-harness talktogina.ai Open-source marketing harness for Claude Code and Codex: skills for SEO, content, email, a 65 Claude Code, Codex, OpenCode 2 6,539 tok
ruvnet/federated-mcp This implementation follows the official MCP specification, including proper message frami 65 Claude Code, GitHub Copilot 2 53 tok
BetterThanTomorrow/calva-backseat-driver marketplace.visualstudio.com VS Code AI Agent Interactive Programming. Tools for CoPIlot and other assistants. Can also 65 Claude Code, Codex, GitHub Copilot, OpenCode 7 5,723 tok
joelhooks/joelclaw joelclaw.com Personal AI operating system — blog, architecture decisions, and the journey from zero to 65 Claude Code, Codex, OpenCode 3 1,051 tok
lirantal/agent-rules Rules and instructions for agentic coding tools like Cursor, Claude CLI, Gemini CLI, Qodo, 65 Codex, GitHub Copilot, Gemini CLI, OpenCode 8 8,139 tok
OverseedAI/viwo git worktree + containerization + agent harness 65 Claude Code 2 6,576 tok
gmr/claude-status macOS Menu Bar + Desktop Widget for Claude Code Session Monitoring 65 Claude Code 1 2,613 tok
destinyfrancis/openclaw-knowledge-distiller Open CLAW Knowledge Distiller · Lobster Knowledge Distiller — Turn YouTube/Bilibili videos 65 Codex, OpenCode 1 1,603 tok
haidrrrry/compose-kotlin-agent-skills Jetpack Compose & Kotlin AI agent skills for Cursor, Claude Code, Codex, Gemini & 27+ agen 65 Codex, OpenCode 1 1,747 tok
ai-swiss/base a-i.swiss BASE is an open framework and proposed standard for shaping AI through conversation—turnin 65 Claude Code, Codex, OpenCode 38 3,449 tok
myrialabs/clopen clopen.myrialabs.dev All-in-one workspace for AI coding agents 65 Claude Code, Codex, OpenCode 2 1,469 tok
JonasBaeumer/herdr-file-annotator A plugin for herdr to maximize agentic development without losing touch with the actual co 65 Codex, OpenCode 1 110 tok