How real projects configure their agents

32,564 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 agents8,576Claude Code6,909Git and workflow3,638Data and AI3,577Backend and APIs3,561Languages3,499Planning3,322Code review2,907Testing2,704DevOps and cloud2,498Writing and docs2,488Memory and context2,373Research2,320Frontend2,317Security2,182Project management1,989

All Claude Code32,564 Codex24,947 OpenCode23,868 GitHub Copilot3,726 Gemini CLI2,040 Cursor1,770 Windsurf203 Kiro117

Project Stars Configures Files Always loaded
fullstacktard/claude-workflow Automated Claude Code configuration setup for existing projects 9 Claude Code 1 1,645 tok
bybren-llc/a-safe-pulse Enterprise-grade SAFe automation toolkit: AI-powered Agile Release Train (ART) planning, s 9 Claude Code, Codex, Gemini CLI, OpenCode 19 6,997 tok
eco-emma/emma_envdata Environmental data processing for www.emma.eco 9 Claude Code, GitHub Copilot 12 859 tok
natesmalley/coral_collective The collective intelligence for evolutionary development - AI agents working as a unified 9 Claude Code 11 556 tok
Bloodshed-Rain/TheMAGI themagi.gg Local-first AI coaching for Super Smash Bros. Melee from Slippi .slp replays. 9 Claude Code, Codex, OpenCode 10 5,122 tok
PMDevSolutions/Aurelius pmds.info A Claude Code toolkit for building React apps, from Figma designs to shipped product. Ship 9 Claude Code 5 6,764 tok
Aledon8/OpenLeukemia openleukemia.com OpenLeukemia is a patient-centered platform for organizing leukemia-related medical data, 9 Claude Code, Codex, GitHub Copilot, OpenCode 9 1,924 tok
teakzc/backpack-plus A modern Roblox backpack alternative 9 Claude Code 4 3,623 tok
ianlintner/rust-oauth2-server ianlintner.github.io Rust OAuth2 Server with Social Logins with observability. Typesafe and Actor System. 9 Claude Code, GitHub Copilot 10 5,503 tok
VirtueSecurity/VirtueWebAgent 9 Claude Code 11 1,716 tok
depromeet/16th-team6-Android The Android repository for Team 16's Six-Ten Chicken 🍗💚 9 Claude Code, Codex, Gemini CLI 8 948 tok
kevinmcaleer/kevsrobots.com 9 Claude Code, Codex, Gemini CLI, OpenCode 6 8,708 tok
Zinoex/IntervalMDP.jl baymler.com GPU-accelerated value iteration for Interval Markov Decision Processes 9 Claude Code 6 —
mh-language/mhl-core-runtime mhl core runtime 9 Claude Code, Codex, OpenCode 2 7,825 tok
sharat/cluster-cli sharat.github.io A fast, interactive terminal UI for monitoring Kubernetes cluster health in real-time 9 Claude Code, Codex, Gemini CLI, OpenCode 6 2,158 tok
aplaceforallmystuff/mcp-pihole MCP server for Pi-hole v6 API - control DNS blocking from Claude Code 8 Claude Code, Codex, Gemini CLI, OpenCode 4 357 tok
aitytech/agentkits-marketing Enterprise-grade AI marketing automation for Claude Code, Cursor, GitHub Copilot, and any 8 Claude Code, Gemini CLI 3 3,610 tok
MaxQian888/cognia-next 8 Claude Code, Codex, GitHub Copilot, OpenCode 77 15,495 tok
dryvist/ai-assistant-instructions A comprehensive, vendor-agnostic framework for consistent AI-assisted development workflow 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,006 tok
paultyng/skill-issue Personal Claude Code / Cursor agent skills, rules, and config 8 Claude Code 1 446 tok
itsmeduncan/commonplace itsmeduncan.com Self-hosted, privacy-tiered memory for your AI agents. 8 Claude Code 1 2,878 tok
ALCops/mcp-server nuget.org MCP server that brings ALCops AL code analyzers to AI assistants like Claude and Cursor 8 Claude Code, Codex, OpenCode 3 5,814 tok
creatornader/atrib atrib.dev Verifiable agent actions. Every action becomes signed context for the next. Ed25519 signat 8 Claude Code, Codex, OpenCode 4 20,384 tok
Andes-Software-Solutions/Andes.Extensions.AI nuget.org Composable Microsoft.Extensions.AI IChatClient middlewares for .NET — tool-call tracking w 8 Claude Code, Codex, GitHub Copilot, OpenCode 4 5,338 tok
rison1337/ida-pro-mcp-fusion IDA Pro MCP Fusion - 75+ analysis tools, persistent SQLite cache, and a multi-binary headl 8 Claude Code 1 1,135 tok
MisonL/Ling npmjs.com A Chinese AI Agent template toolkit for Gemini CLI, Antigravity, and Codex, providing one- 8 Claude Code, Codex, OpenCode 69 1,373 tok
numikel/kprun kprun.michalsk.pl Stop storing API keys in mcp.json and shell profiles. kprun solves this by keeping secrets 8 Claude Code, Cursor 2 2,118 tok
mehmetbaykar/swift-fast-mcp The fastest way to build MCP servers in Swift. 8 Claude Code 2 —
OutlineDriven/odin-reflector outlinedriven.github.io Codex CLI meta-reflection layer for Outline-Driven Development. Add-on for the Claude plug 8 Claude Code, Codex, OpenCode 2 3,753 tok
edgar-durand/codeagent-mobile-clients codeagent-mobile.com Public source for CodeAgent Mobile clients: codeam-cli (npm), VS Code / Cursor / Windsurf 8 Claude Code, Codex, OpenCode 4 14,012 tok
ctsstc/get-shit-done-skills 8 Claude Code 37 —
armalite/data-product-hub Composite MCP server that aggregates data product insights from multiple platforms (dbt, G 8 Claude Code, GitHub Copilot 2 2,220 tok
amirdaraee/luxembourg-mcp Keyless MCP access to official Luxembourg public data — 21 tools over 15 public systems, z 8 Claude Code 1 2,162 tok
kunaltulsidasani/claude-reimagined One-command bootstrap for a fully wired Claude Code workstation — installs Claude Code, RT 8 Claude Code 4 433 tok
ontology-of-everything/SemanticSkills skills.sh Ontology & concept design Agent Skills, plus read-only Huawei Cloud FinOps. npx skills add 8 Claude Code 1 563 tok
StringKe/std-agent One .stdai/ source of truth, fanned out to 22 AI coding tools: Claude Code, Codex, Cursor, 8 Claude Code, Codex, OpenCode 3 806 tok
amitgambhir/claude-certified-architect-guide amitgambhir.github.io Study guide for the Claude Certified Architect exam — 10 domain pages, interactive quiz, t 8 Claude Code 1 673 tok
vunm-io/passdown Shift-handover workflow for AI coding agents — capture ideas into an inbox, dispatch tasks 8 Claude Code, Codex, OpenCode 1 1,280 tok
Advent-AI/truenorth-cli app.truenorth.xyz Crypto market intelligence CLI — technical analysis, derivatives, DeFi, token performance, 8 Claude Code 1 362 tok
kogakure/skills Collection of AI Agent Code skills 8 Claude Code, Codex, OpenCode 2 519 tok
QuasarG/taste-bank tastebank.cloud An open-source frontend design manager. 8 Claude Code, Codex 1 —
AgenticFirst/Cerebro Cerebro is an open-source personal intelligence system for building AI experts, automating 8 Claude Code, Codex, OpenCode 2 2,138 tok
agents-inc/agents-inc An agent composition framework that builds stacks and compiles specialized subagents for C 8 Claude Code 1 2,795 tok
d4rkNinja/infynon-cli cli.infynon.com Security-first Rust CLI for dependency risk scanning, API workflow testing, and shared cod 8 Claude Code, Codex, OpenCode 2 997 tok
anmolnagpal/devops-skills Multi-tool DevOps skills for Claude Code, Cursor, and Codex — Terraform, Kubernetes, Docke 8 Claude Code 1 3,536 tok
ivan-magda/uikit-expert-skill Agent skill for writing correct, modern UIKit code in Swift. Covers lifecycle, memory, con 8 Claude Code, Codex, OpenCode 2 1,387 tok
sprngr/rubber-duck 🦆 Socratic assistant operating system for developers who want better-quality decisions, n 8 Claude Code, Codex, OpenCode 2 1,517 tok
ShaheerKhawaja/ProductionOS ProductionOS v1.0 — Claude Code plugin with 76 agents, 39 commands, and 12 hooks. Deploys 8 Claude Code, Codex, OpenCode 2 5,986 tok
luiseiman/dotforge Configuration governance for Claude Code. Bootstrap, audit, sync, and evolve .claude/ acro 8 Claude Code 14 2,830 tok
ninthwave-io/ninthwave ninthwave.sh Orchestrate parallel AI coding into reviewable PRs. 8 Claude Code 1 1,812 tok