How real projects configure their agents

44,969 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
hoangsonww/WealthWise-Finance-Tracker wealthwisefinancial.vercel.app A full-stack personal finance manager powered by Agentic AI, MCP, Next.js, Express, MongoD 28 Claude Code, Codex, GitHub Copilot, OpenCode 18 8,369 tok
synapseq-foundation/synapseq synapseq.org SynapSeq - Text-Driven Audio Sequencer for Brainwave Entrainment 28 Codex, OpenCode 4 1,861 tok
Harshil-Jani/kindle-book-agency medium.com Team of Agents that help me write Kindle Direct Publishing books that too with one-shot di 28 Claude Code 1 1,960 tok
dp-web4/SAGE A cognition kernel that wraps a frozen LLM in a persistent identity + trust + governance l 28 Claude Code, Codex, OpenCode 5 4,997 tok
gitricko/hermes-webtop She grows with you 28 Claude Code, Codex, OpenCode 6 2,830 tok
DevVig/microbridge Open-source control plane for the Codex Micro — one macropad, every coding agent 28 Codex, OpenCode 1 323 tok
honeymelon-app/honeymelon honeymelon.app 🍈 A simple MacOS Apple Silicon media converter. 28 Claude Code, Codex, OpenCode 2 2,650 tok
hooyao/copilot-bridge .NET 10 Native AOT reverse proxy exposing GitHub Copilot's LLM API as Anthropic/OpenAI/Gem 28 Claude Code, Codex, OpenCode 15 6,214 tok
geograms/geogram Run geogram on Linux, Android, Windows, OSX, iOS and Web 28 Claude Code, Codex, OpenCode 2 1,924 tok
luizhcastro/mac-stats macstats.luizcastro.dev A native macOS menu bar app for real-time monitoring of system stats. 28 Claude Code, Codex, OpenCode 2 12,934 tok
ifnull/ha-airspace A Home Assistant add-on / Docker service that turns your local aircraft and drone receiver 28 Claude Code 1 3,102 tok
sohumsuthar/simulink-mcp MCP server for MATLAB Simulink — let LLMs take control of and understand Simulink. 28 Claude Code 1 295 tok
eddmann/whatsapp-cli eddmann.com WhatsApp from your terminal. Pipe it, script it, automate it. 28 Claude Code, Codex, OpenCode 2 471 tok
sampleXbro/agentsmesh samplexbro.github.io One config for every AI coding tool, plus lessons so your agents learn from their mistakes 28 Claude Code, Codex, OpenCode 3 3,363 tok
openqa-labs/openqa openqa.io Agentic Testing Harness 28 Claude Code 1 2,121 tok
pimenov/codex-first-skills-pack Public engineering skills package for Codex 28 Codex, OpenCode 1 260 tok
Intersect-Collaborations-LLC/research-workflow-assistant Open-source AI research assistant for VS Code + GitHub Copilot. Connects to PubMed, OpenAl 28 Claude Code, GitHub Copilot 13 7,170 tok
benmyles/glyph 🔮 glyph – mcp server to map your codebase with symbol outlines 28 Claude Code 1 1,133 tok
Lling0000/SiftMarks Local-first AI bookmark manager with semantic search, cleanup review, Chrome sync-back, an 28 Claude Code, Codex, OpenCode 2 2,810 tok
Kihara777/NixKits A collection of software, patches, NixOS modules, and skills for AI coding assistants. 28 Codex, OpenCode 1 10,248 tok
AdaCore/skills 28 Claude Code, Codex, OpenCode 2 1,556 tok
TheSmokeDev/taskchad-os Identity-first cognitive agent OS with memory, multi-channel ingress, Operating Room orche 28 Claude Code, Codex 62 —
Pwd9000-ML/GitHub-Copilot-Bootcamp Interactive GHCP bootcamp template 28 GitHub Copilot 2 566 tok
simplexlabs/montage Agentic motion videos built with Remotion 28 Claude Code, Codex, OpenCode 2 4,917 tok
wilsonzlin/umap-rs Fast, parallel, memory-efficient Rust implementation of UMAP 28 Codex, OpenCode 1 3,140 tok
oldantique/zotkit Let AI agents manage your Zotero library: headless CLI + Python API to search, import, enr 28 Claude Code, Codex, OpenCode 2 4,096 tok
Dicklesworthstone/franken_networkx Rust-backed, memory-safe NetworkX-compatible graph library: a pip-installable drop-in surf 28 Codex, OpenCode 1 9,506 tok
HallyAus/OVO_Aus_api Home Assistant custom integration for OVO Energy Australia - solar, grid, export, rate bre 28 Claude Code, Codex, OpenCode 2 2,685 tok
realgarit/fable-baton Claude Code plugin: Fable 5 as a token-frugal orchestrator with tiered Opus/Sonnet/Haiku a 28 Claude Code, Codex, OpenCode 2 2,146 tok
bitrefill/agents bitrefill.com Agent skills for Bitrefill: browse, buy, and manage gift cards, mobile top-ups, and eSIMs 28 Claude Code 1 1,377 tok
lanesket/llm.log Know what you spend, see what you send. Lightweight local proxy that logs every LLM call - 28 Claude Code, Codex 21 —
Nisus74/pencil-skill AI coding skill plugin for pencil.dev (.pen) design files via the Pencil MCP server that w 28 Claude Code, Codex, OpenCode 2 4,085 tok
derailed-dash/dazbo-agent-skills medium.com A collection of agentic skills developed for AI agents and assistants. These skills extend 28 Gemini CLI 1 834 tok
searchbrat/marketing-intelligence-layer kieranflanagan.substack.com Turn scattered marketing notes into a searchable intelligence layer your AI can read — one 28 Claude Code 1 —
iFurySt/aifi 💰 AIFi (AI Finance) is an agent-first workspace for compounding investment research and i 28 Claude Code, Codex, OpenCode 2 489 tok
honeycombio/agent-skill official honeycomb skills repository 28 Claude Code 1 592 tok
felvieira/claude-skills-fv 28 Claude Code, Codex, OpenCode 4 3,536 tok
srtab/daiv daivagent.com Open-source, self-hosted SWE agents for GitLab & GitHub 28 Claude Code, Codex, OpenCode 4 2,213 tok
Automattic/newspack-workspace All the code that's fit to ship 28 Claude Code, Codex, GitHub Copilot, OpenCode 4 4,506 tok
lianxhcn/stata-ai lianxhcn.github.io using Stata with AI-Agent 28 Claude Code 1 1,255 tok
ecliptik/flynn A Telnet and Finger client for classic 68k Macintoshes 28 Claude Code 1 2,940 tok
mnemoverse/mcp-memory-server mnemoverse.com Hosted persistent memory for AI agents over MCP. Tell it a recalled memory helped or misle 28 Codex, Gemini CLI, OpenCode 2 1,214 tok
gaspareduard/Omada-mcp Security-first MCP server for TP-Link Omada, with a stdio-first runtime, capability-gated 28 Claude Code, Codex, OpenCode 3 2,713 tok
itsab1989/ChromIQ itsab1989.github.io GUI for RGB printer ICC profiling — guided 5-step ArgyllCMS workflow, 3D gamut viewer, qua 28 Claude Code, Codex, GitHub Copilot, OpenCode 3 12,732 tok
acolomba/pi-claude-marketplace Access Claude plugin marketplaces from Pi Coding Agent. 28 Claude Code, Codex, OpenCode 7 3,494 tok
StarDZ-Team/DayZ-Modding-Wiki stardz-team.github.io Open-source DayZ modding wiki: Enforce Script language (13 chapters), GUI/.layout system ( 28 Claude Code, Codex, OpenCode 2 2,601 tok
delltrak/wamcp WhatsApp MCP Server — Connect AI agents to WhatsApp via Model Context Protocol. 61 tools, 28 Claude Code 1 2,929 tok
fawdyinc/shellguard MCP server that gives LLM agents read-only shell access over SSH. Powers Fawdy (fawdy.com) 28 Codex, OpenCode 1 1,616 tok
marketingLendario/cohort-de-marketing Cohort de Marketing — Aula 01: Pesquisa, Concorrentes e Ofertas com Claude Code. Material 28 Claude Code, Codex, OpenCode 3 1,586 tok
LightconeResearch/lightcone-cli docs.lightconeresearch.org Agentic layer for ASTRA — dedicated skills, workflow execution, and HPC/container manageme 28 Claude Code 1 45,655 tok