How real projects configure their agents

43,579 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
EvovexAI/EvoFlow evovexai.com A harness super-agent orchestration framework featuring AI agent employees, workflows, kno 223 Codex, GitHub Copilot, OpenCode 2 2,010 tok
KernelErr/dnSpy.Extension.MCP MCP extension for dnSpy. 223 Claude Code 1 6,123 tok
first-fluke/fullstack-starter deepwiki.org Production-ready fullstack monorepo template with Next.js, FastAPI, Flutter, Terraform, an 223 Claude Code, Codex, OpenCode 8 3,600 tok
Penecruz/VAICOM-Community VAICOM for DCS World 223 Claude Code, GitHub Copilot 2 1,027 tok
frgfm/torch-scan frgfm.github.io Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.) 222 Claude Code, Codex 1
icoretech/airbroke airbroke.icorete.ch 🔥 Lightweight, Airbrake/Sentry-compatible, PostgreSQL-based Open Source Error Catcher 222 Claude Code, Codex, OpenCode 2 1,101 tok
steipete/tmuxwatch tmuxwatch.com A simple TUI to watch tmux sessions 222 Codex, OpenCode 1 2,085 tok
ushironoko/octorus crates.io Review GitHub PRs and local diff in your terminal, with AI-powered automated review & fix 222 Claude Code 2 1,188 tok
LKbaba/Claude-code-ChatInWindows marketplace.visualstudio.com Full-featured GUI for Claude Code CLI in VS Code — Windows (no WSL) & macOS. Third-party A 222 Claude Code 1 3,280 tok
redpanda-data/protoc-gen-go-mcp Go protobuf compiler extension to turn any gRPC service into an MCP server 222 Claude Code 1 1,015 tok
validatedev/BrewServicesManager A macOS menu bar app for managing Homebrew services 222 Claude Code, Codex, OpenCode 2 1,327 tok
ozgurcd/gograph gograph.identuum.ai Local-only Go static analysis engine with a built-in MCP server. Gives AI coding agents de 222 Codex, OpenCode 1 439 tok
danjdewhurst/story-skills Agent Skills for end-to-end story writing in markdown, packaged as Codex and Claude Code p 222 Claude Code, Codex, OpenCode 2 1,111 tok
BotchetDig/workout-gate A Claude Code hook that blocks your prompt until you do your push-ups, counted live via we 222 Claude Code 3
eastlondoner/mineflare 221 Claude Code, Codex, OpenCode 2 6,460 tok
second-state/payment-skill money.flows.network Agentic skill for requesting and accepting payments from / to humans and agents 221 Claude Code 1 300 tok
noctalia-dev/legacy-v4-plugins Noctalia's official plugins 221 Codex, OpenCode 1 3,069 tok
entireio/skills ✨ Cross-agent skills that help coding agents use Entire context from Checkpoints, sessions 221 Claude Code 8
uber/submitqueue SubmitQueue is a high-performance speculative merge queue that keeps your trunk consistent 221 Claude Code, Codex, OpenCode 2 8,603 tok
svd-ai-lab/sim-cli Turn existing CAE files into structured text an agent can use — COMSOL, Abaqus, Fluent, HF 221 Claude Code 1 4,423 tok
lobu-ai/lobu lobu.ai Open-source control plane and runtime for organisational agents: shared company context & 221 Claude Code, Codex, OpenCode 7 3,246 tok
BytePioneer-AI/clawmate Add a warm, personable companion to OpenClaw. 220 Claude Code, Codex, OpenCode 2 2,652 tok
Esonhugh/pydoll-cf-waf-bypasser-skills An antibot WAF bypasser based on the pydoll framework, good at Cloudflare. Skills for bypa 220 Claude Code 1
WomenDefiningAI/claudecode-writer A Claude Code workspace that transforms ideas into multi-format content: research → long-f 220 Claude Code 7 290 tok
spences10/svelte-claude-skills 220 Claude Code 9
Yanyutin753/LambChat lambchat.com LambChat — Enterprise Agent Infra for governed AI agents. Skills + MCP powered, Loop Agent 220 Claude Code, Codex, OpenCode 2 6,660 tok
vixues/LeAgent vixues.com.cn Open-source desktop AI agent that gets work done — plans & self-corrects, agentic visual w 220 Codex, OpenCode 1 6,799 tok
HexRaysSA/rax rax is a CPU emulator that checks its own work. 220 Codex, OpenCode 1 11,897 tok
liyingsong99/AIBridge AI Unity development harness that combines project-local workflows, AIBridge Skills, CLI a 220 Codex, OpenCode 1 1,512 tok
fluxcd/agent-skills fluxcd.io Skills to transform AI Agents into GitOps Engineers 220 Claude Code, Codex, OpenCode 2 823 tok
aigorahub/elves aigorahub.github.io Autonomous multi-batch development skill for Claude Code and Codex. They work while you sl 220 Codex, OpenCode 1 3,949 tok
agenticmail/agenticmail npmjs.com Email, SMS & phone-call infrastructure for AI agents — send and receive real email and tex 220 Claude Code, Codex, OpenCode 2 10,970 tok
EvoMap/awesome-agent-evolution A curated list of AI Agent evolution, memory systems, multi-agent architectures, and self- 220 Codex, OpenCode 1 407 tok
jfarcand/mirroir-mcp mirroir.dev MCP server for controlling a real iPhone via macOS iPhone Mirroring...and any MacOs app. S 220 Claude Code, Codex, OpenCode 3 8,303 tok
microsoft/AutoSaddler 220 GitHub Copilot 1 764 tok
RLabs-Inc/gemini-mcp MCP Server that enables Claude code to interact with Gemini 219 Claude Code 3 2,566 tok
danshapiro/kilroy 219 Claude Code, Codex, OpenCode 4 2,776 tok
vast-ai/vast-cli vast.ai Vast.ai python and cli api client 219 Claude Code 1 106 tok
theexperiencecompany/gaia-ui ui.heygaia.io Beautifully designed components for building AI Agents 🌎 219 Claude Code, Codex, OpenCode 3 2,960 tok
mubaidr/gem-team mubaidr.github.io Turn AI coding into an engineering process. 219 Claude Code, Codex, OpenCode 14 1,442 tok
lhl/agentic-memory 219 Claude Code, Codex, OpenCode 2 1,251 tok
jumpstarter-dev/jumpstarter jumpstarter.dev Hardware testing for the software world. Real or virtual, local or remote, human, automate 219 Claude Code 3 608 tok
aethersdr/AetherSDR aethersdr.com Native amateur-radio workstation for FlexRadio (FLEX-6000/8000/Aurora) — Linux, macOS, Win 219 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 18,883 tok
microsoft/Dataverse-skills Microsoft Dataverse skills for AI coding agents. Wraps the Dataverse MCP server, Dataverse 219 Claude Code 1 2,869 tok
aivrar/portable-hermes-agent Hermes Agent made portable desktop for Windows — 100 tools, GUI, local models via LM Studi 219 Codex, OpenCode 1 23,135 tok
machina-sports/sports-skills sports-skills.sh Open-source agent skills for live sports data and prediction markets. Football, F1, Kalshi 219 Claude Code, Codex, OpenCode 2 555 tok
eddmpython/dartlab eddmpython.github.io Korean DART + SEC EDGAR filings as structured Python data for company analysis 219 Claude Code, Codex, OpenCode 2 1,299 tok
fitchmultz/pi-agent-browser-native pi extension that exposes agent-browser as a native tool for browser automation 219 Codex, OpenCode 1 16,783 tok
bschoepke/ableton-live-mcp General-purpose MCP bridge for Ableton Live 219 Claude Code, Codex, OpenCode 2 12,262 tok
luohy15/y-agent yovy.app A deceptively simple agent app 219 Claude Code, Codex, OpenCode 2 9,256 tok