How real projects configure their agents

31,984 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
nerdsane/bloodhound Deterministic simulation testing platform for hunting bugs in distributed systems 23 Claude Code 1 7,861 tok
rainmanjam/poka-yoke Mistake-proofing for software. Shigeo Shingo's poka-yoke method as a Claude Code plugin: a 23 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,387 tok
masondelan/selvedge selvedge.sh Decision provenance for AI-coded codebases: the why, and what was already tried and reject 23 Claude Code 1 1,924 tok
lianxhcn/stata-ai lianxhcn.github.io using Stata with AI-Agent 23 Claude Code 1 1,255 tok
tommo/sublime-claude Sublime Text extension for interaction with claude-code, codex, grok... 23 Claude Code 1 51 tok
expectbugs/G2CC A custom windowed OS for Even Realities G2 smart glasses — direct-BLE Android client, PC-s 23 Claude Code 1 3,868 tok
stevengonsalvez/agents-in-a-box stevengonsalvez.github.io context engineering for agentic coding 23 Claude Code, Codex, OpenCode 6 729 tok
hyhmrright/logic-lens Logic-first AI code review via semi-formal execution tracing (Premises → Trace → Divergenc 23 Claude Code, Codex, Gemini CLI, OpenCode 5 3,431 tok
VincentChuWaiChow/vanguard-frontier-agentic Curated marketplace of AI skills, agents, and rules for cloud, zero-trust, and compliance- 23 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 5,843 tok
ty13r/substack-mcp-plus The most advanced Substack MCP server. 12 tools, browser auth, rich text support. Not affi 23 Claude Code 1 2,882 tok
tajchert/suuntool Unofficial CLI and MCP for the Suunto cloud API. Read and write your own fitness data from 23 Claude Code 1 4,299 tok
gaspareduard/Omada-mcp Security-first MCP server for TP-Link Omada, with a stdio-first runtime, capability-gated 23 Claude Code, Codex, OpenCode 3 2,700 tok
kengio/dp-800-study-guide Open-source community study guide for Microsoft DP-800: Developing AI-Enabled Database Sol 23 Claude Code 1 3,216 tok
MarimerLLC/calendar-mcp Adjutant - a Model Context Protocol (MCP) server giving AI assistants unified access to em 23 Claude Code, GitHub Copilot 2 1,715 tok
mronkko/claude-academic-research Claude Code plugin for academic research: MCP-grounded citations, empirical integrity, sys 23 Claude Code 1 4,731 tok
nasrulhazim/claude 23 Claude Code 1 2,074 tok
eliranwong/biblemate biblemate.ai BibleMate AI is an autonomous AI agent able to make plans and execute multiple steps to co 23 Claude Code 1 801 tok
peter-stratton/dark-factory Human constraints, interactive planning, autonomous execution. 23 Claude Code 10 118 tok
afiqiqmal/claude-security-audit Claude Code slash command for white-box security auditing with OWASP Top 10:2025 and NIST 23 Claude Code 1 828 tok
bidyashish/vedicpanchanga.com vedicpanchanga.com Drik Panchanga Vedic 23 Claude Code, Codex, OpenCode 2 9,187 tok
jvm/pi-mono Monorepo for Pi-related projects 23 Claude Code, Codex, OpenCode 2 2,544 tok
xiarongwen/boss-auto-job 🎯 BOSS Zhipin skill — search + AI matching + automatic applications (Camoufox stealth mod 23 Claude Code, Codex, Cursor, OpenCode 3 2,967 tok
theanibalos/MicroCoreOS microcoreos.com The Elastic Monolith: A microkernel architecture designed to optimize AI context windows, 23 Claude Code, Codex, OpenCode 2 4,263 tok
salesforce-ux/design-system-2-starter-kit salesforce-ux.github.io 23 Claude Code, Codex, OpenCode 4 1,523 tok
nguyennguyenit/MultiClaude Multi-agent terminal manager for Claude Code. 23 Claude Code 19 1,374 tok
acolomba/pi-claude-marketplace Access Claude plugin marketplaces from Pi Coding Agent. 23 Claude Code 2 2,270 tok
caio-moliveira/workshop-agent-harness 23 Claude Code 30 1,118 tok
sean-galloway/RTLDesignSherpa rtldesignsherpa.com This site is hopefully a springboard for others to learn about coding in System Verilog an 23 Claude Code 26 3,737 tok
timothywarner-org/az104-cert-buddy techtrainertim.com AI-powered AZ-104 certification study buddy built on GitHub Copilot agents. Generates exam 23 Claude Code, Codex, GitHub Copilot 6 2,266 tok
burin-labs/harn harnlang.com Harn is a programming language and runtime for building AI agents. 23 Claude Code, Codex, OpenCode 13 3,979 tok
Samin12/claude-course 23 Claude Code 1 1,213 tok
thangphan205/tacacs-ng-ui tacacs.9ping.cloud Modern web UI for tac_plus-ng TACACS+: AAA log auditing, trend dashboards, alerting, anoma 23 Claude Code 1 5,052 tok
sabbirba/preconnect preconnect.app Flutter app for BRAC University students with SSO login and Connect API integration. 23 Claude Code, Codex, OpenCode 3 1,471 tok
SAP/astonish sap.github.io Multi-tenant AI agent platform for teams: Studio, CLI, shared memory, reusable flows, gene 23 Claude Code, Codex, OpenCode 2 2,382 tok
cubexch/ai-fund cube.exchange AI trading desk with 42 hedge fund agents for Claude Code. Trade crypto & stocks like Jame 23 Claude Code 1 6,121 tok
Xsxdot/handoff handoff.gosuper.dev Delegate implementation plans to another AI for execution while you only review — a pure C 23 Claude Code 2
sbroenne/mcp-server-powerpoint powerpointmcpserver.dev Automate real Microsoft PowerPoint with AI via MCP Server or CLI - slides, shapes, tables, 23 Claude Code, Codex, GitHub Copilot, OpenCode 10 7,694 tok
Soushi888/holochain-agent-skills soushi888.github.io Agent skills for Holochain hApp development on Holochain 0.7. Agent Skills Open Standard: 23 Claude Code, Codex, OpenCode 2 3,586 tok
geekjourneyx/industry-research A professional industry research Skill that turns industry, sector, and company questions 23 Claude Code, Codex, OpenCode 2 2,550 tok
giang6283623/minimal-vibe-coding-kit A lightweight, reusable kit of shared rules, skills, and agent/command prompts for AI-assi 23 Claude Code, Codex, OpenCode 3 2,420 tok
martinholovsky/SOTA-skills probably.group Engineering best practices that AI coding agents actually apply — 40+ skills, from secure 23 Claude Code, Codex, Gemini CLI, OpenCode 3 3,532 tok
j4flmao/agent-skills 23 Claude Code, GitHub Copilot, OpenCode 12 1,197 tok
daften/fireflyiii-mcp daften.github.io Connect any MCP client to Firefly III — 140 tools via stdio (PAT) or HTTP (OAuth 23 Claude Code, Codex, OpenCode 3 10,162 tok
BeppeTemp/cartographer beppetemp.github.io MCP governance server in Go for the Agentic Wiki — knowledge that composes, not that you q 23 Claude Code, Codex, OpenCode 4 1,999 tok
ultralytics/skills ultralytics.com Agent skills for Ultralytics YOLO, covering models, datasets, training, tuning, inference, 23 Claude Code, Codex, OpenCode 2 1,717 tok
tokuhirom/mutsu tokuhirom.github.io 23 Claude Code, Codex, OpenCode 14 24,010 tok
KbWen/agent-virtual-office 🏢 Watch your AI coding agents live their office life — Claude Code, Codex & Gemini show u 23 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 62 4,798 tok
olafkfreund/nixos_config My private nixos_config 23 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 72 4,748 tok
SonicGarden/sgcop 23 Claude Code 3 494 tok
SAP-samples/sap-community-activity-badges Display your SAP Community public activity, badges, and Devtoberfest contest progress as g 23 Claude Code, GitHub Copilot 6 4,095 tok