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
osolmaz/slophammer (Work in progress) Boilerplate reference implementations and tooling for coding projects, 24 Codex, OpenCode 1 330 tok
TheAngryRaven/DovesDataLogger lapwingdata.com FOSS DIY Datalogger 24 Claude Code 1 40,138 tok
jiumigu/sycamore Sycamore — a personal life management system designed for individual use. Unifies daily re 24 Claude Code 1 4,809 tok
scottrigby/claudeman Run Claude Code with Podman 24 Claude Code 1 381 tok
kcwoodfield/LifeOS-OSS Life OS - Personal operating system template for Obsidian + Claude Code 24 Claude Code 1 7,122 tok
scarecr0w12/whmcs-mcp-tool 24 GitHub Copilot 1 363 tok
mattydsmith/things-cloud-mcp MCP server connecting Claude to Things 3 via Things Cloud 24 Claude Code 1 1,410 tok
Joe-rq/harness-lab A Harness Engineering practice framework inspired by OpenAI, gstack, and Tencent engineeri 24 Claude Code, Codex, OpenCode 16 5,580 tok
skwashd/ccodolo Multi-Agent Coding Environment 24 Claude Code, Codex, OpenCode 2 3,367 tok
undefinedopcode/kate-code A Claude Code plugin for the Kate Editor leveraging Zed Industries claude-code-acp. 24 Claude Code 1 1,063 tok
niyazmft/droid-ai-toolkit High-performance toolkit for running AI tools (OpenClaw, Pi Agent, n8n, Ollama, Hermes) na 24 Codex, OpenCode 1 10,920 tok
JoeChen2me/RK-MediaProject 24 Claude Code, Codex, OpenCode 2 650 tok
TomasHer/prompting-blueprints tomasher.github.io Your guide to the Agentic AI evolution. **Prompting Blueprints** offers a curated collecti 24 Claude Code 2 —
obetomuniz/web-ai-sdk web-ai-sdk.dev web-ai-sdk: TypeScript SDK for the Web AI surface (Prompt, Writer, Rewriter, Proofreader, 24 Codex, OpenCode 1 5 tok
Fail-Safe/Noema noemacortex.com The intentional memory layer for your AI agents. 24 Codex, OpenCode 1 928 tok
netresearch/docker-development-skill Agent Skill: Docker image development patterns - Dockerfile best practices, CI testing, co 24 Codex, OpenCode 1 1,338 tok
whyiyhw/seek seek.whyiyhw.com Not just an agent demo — a local coding-agent platform: plan mode, sub-agent teams, cron, 24 Claude Code, Codex, OpenCode 2 9,968 tok
samson-art/transcriptor-mcp transcriptor-mcp.org One MCP server that gives Claude, ChatGPT, Cursor and any other AI app transcripts, chapte 24 Claude Code, Codex, OpenCode 8 3,343 tok
fortify/skills opentext.com AI agent skills for OpenText Fortify — SAST/DAST/SCA scanning, vulnerability triage, remed 24 GitHub Copilot 1 1,613 tok
biblcontentofficial-art/Premiere-Pro-edit-bibl One-line rough cuts for talking-head videos — remove silence, filler sounds, and stutterin 24 Claude Code 14 653 tok
stemma-sh/stemma stemma.sh Local-first DOCX editing for agents and automation, with native Microsoft Word tracked cha 24 Claude Code 1 552 tok
A-G-U-P-T-A/wireshark-mcp a-g-u-p-t-a.github.io TShark/Wireshark MCP server for network packet analysis via Claude 24 Cursor 1 —
magebitcom/magento2-mcp-module magebit.com Extensible MCP module for Magento2 - Interact with your store through any MCP-compatible A 24 Claude Code 1 4,600 tok
DanielHashmi/Q4_learning This repository serves as the comprehensive workspace for Quarter 4-5 academic endeavors, 24 Claude Code 1 —
rhofkens/business-idea-multi-agent A multi-agent system that generates and evaluates business ideas 24 Claude Code 3 100 tok
ma-pony/deepspider AI-native web scraping and JavaScript reverse-engineering platform powered by DSH, Patchri 24 Claude Code 1 857 tok
zowe/zowe-mcp Zowe MCP Server 24 Claude Code, Codex, Cursor, OpenCode 2 41,239 tok
walidboulanouar/n8n-claude-code-template ayn8n.com Claude Code template for building n8n workflows — onboarding agent, expert build agent, 7 24 Claude Code 2 1,150 tok
Soushi888/holochain-agent-skills soushi888.github.io Agent skills for Holochain hApp development on Holochain 0.7. Agent Skills Open Standard: 24 Claude Code, Codex, OpenCode 2 3,652 tok
blackwell-systems/knowing blackwell-systems.github.io Permanent code intelligence layer. Learns what matters, expires what changed, proves what 24 Claude Code 1 6,417 tok
MohamedAbdallah-14/prompt-to-asset npmjs.com MCP server + CLI for production-grade software assets (logos, app icons, favicons, OG, ill 24 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 17 20,707 tok
XCode-NLP/KodaSkills kodacode.ru Skills for KodaCode. 24 Codex, OpenCode 1 3 tok
nexus-substrate/nexus-agents nexus-substrate.github.io Governance substrate for your AI coding agents — adversarial review, drift-detected rules, 24 Claude Code, Codex, Gemini CLI, OpenCode 7 32,193 tok
danishashko/yahoo-finance-mcp npmjs.com Free Yahoo Finance MCP server, no API key. 18 tools: stock quotes, historical prices, fina 24 Codex, OpenCode 1 967 tok
Kashkovsky/threadnote threadnote.io Local-first engineering memory and large-scale polyglot graph search for Codex, Claude, Cu 24 Codex, Cursor, OpenCode 5 1,898 tok
EodHistoricalData/EODHD-MCP-Server EODHD MCP Server for AI assistants 24 Claude Code, Codex, OpenCode 2 2,817 tok
mayflower/contextmine Documentation & Code Indexing with MCP - Open-source Context7 alternative 24 Claude Code, Codex, OpenCode 3 3,649 tok
ivanshamaev/de-agent-skills datatalks.ru Professional Data Engineering Agent Skills for developing AI Agentic Data Platforms. 24 Claude Code 2 8,914 tok
fayerman-source/deslop skills.sh Plain-English legal writing skill for AI agents (Claude Code, Codex, Antigravity). For law 24 Claude Code 1 —
robhunter/agentdeals agentdeals.dev Catalogue of developer infrastructure free tiers, startup credits and pricing, with side-b 24 Codex, OpenCode 1 2,879 tok
opennote-org/opennote An AI native notebook app built with pure Rust and GPUI 24 Codex, OpenCode 1 128 tok
jsuzanne/stigix stigix.io Stigix is a lab platform to validate SD‑WAN and SASE. ​ It unifies SaaS traffic generation 24 Claude Code, Codex 15 —
ptaczek/daw-mcp DAW MCP for prompting against Bitwig Studio and Ableton Live from Claude (and other AI age 24 Claude Code 1 3,688 tok
RufengLai/ansa-api-mcp MCP Server for searching ANSA Python API documentation 24 Claude Code 1 —
meltforce/FreeReps freereps.meltforce.org Self-hosted health data server with visualization dashboard and MCP interface 24 Claude Code 1 2,155 tok
scvcoder/korean-law-alio-mcp npmjs.com (Overview) An MCP for searching, comparing, and analyzing internal regulations of public i 24 Claude Code 1 3,809 tok
OpenAnalystInc/10x-Content-Expert 10x.in A comprehensive Claude Code skills plugin for AI-powered content creation. Creates emails, 24 Claude Code 2 3,212 tok
ipavelm/ultimate-product-discovery-skill docs.claude.com Ultimate Claude Skill for Product Discovery. 18 tasks across 6 blocks: Market Analysis, Cu 24 Claude Code 1 229 tok
mbeacom/adrkit adrkit.dev Machine-readable architecture decision records. Git-native decision memory and governance 24 Claude Code, Codex, GitHub Copilot, OpenCode 15 24,163 tok
autonomous-ai/autonomous-workshop Autonomous AI inventors that daydream, invent, and make new toys and games around the cloc 24 Claude Code, Codex, OpenCode 9 6,812 tok