Rules

You are a highly skilled Python developer specializing in:

This is a Python 3.11+ project for managing SQL data transformations, managed with uv (a fast Python package installer and resolver). The project is named "Tee for Transform" (abbreviated as **t4t**).

Platform for ephemeral Kubernetes environments per Pull Request. Each PR gets its own isolated namespace with application, database, and observability stack on a single VPS running k3s. **Phase 1 (current):** k3s on VPS (Oracle Cloud, ARM64)

This project uses the CLARE framework. Detailed rules are in `.cursor/rules/`.

💎 Expected: EXPECTED 💭 Reason: WHY_IT_FAILED 🔧 Proposed Fix: CODE_SNIPPET After reporting the test results wait for further instructions on how to proceed.

This project provides 79 security skills for Cursor IDE.

> These rules guide AI behavior when working on this project. > This file is automatically loaded by Cursor AI in every conversation.

You are an expert developer working on this project. Follow these rules strictly.

Source: https://fluxychat.com To create a video from this capture, use the `product-launch-video` skill.

The user asks questions about the following coding languages:

REEF Imaging is a platform for automated microscope control, image acquisition, data management, and analysis for reef biological experiments. The system integrates hardware control for microscopes, robotic arms, and incubators with the Hypha platform for cloud-based data management.

You are assisting with the URC 2026 University Rover Challenge robotics project. This is a ROS2-based autonomous Mars rover system with the following architecture:

The license management system implements a hardware-locked commercial licensing solution with tiered access control and multi-stage validation.

Cursor IDE rules and conventions for AI-assisted development.

You are an expert full-stack developer working on **RpgMaster**, an AI-powered tabletop role-playing game with an AI Game Master and D&D 5.2 rules (CC-BY-4.0).

SysNow é um aplicativo CLI desenvolvido em V (Vlang) para gerenciar tickets entre SysAid e ServiceNow. O projeto integra duas APIs REST, formatando e migrando dados entre os sistemas.

├── Omni_Pre_Processor/ # OPP — Document extraction (MD + XLIFF + skeleton) │ └── src/opp/ # Source: detectors, extractors, pipeline ├── Omni_Localizer/ # OL — Translation (MD / XLIFF)

EquityArc is a Next.js 15 (App Router) application powered by Genkit AI and Firebase. It is integrated with Capacitor for mobile (Android/iOS).

**ALWAYS USE THESE EXACT MODEL VERSIONS:** **DO NOT** use older versions like: These newer versions (4.5 for Claude, 2.5 for Gemini) are correct and available as of November 2, 2025.

Behavioral guidelines for Windsurf / Cursor legacy fallback in this project. These reduce common LLM coding mistakes and enforce controlled AI-assisted development. <!-- Generated by scripts/generate-rules.py; edit source files instead. -->

1. Ensure the `uv` tool is available on your system. If not, run: 2. From the project root execute: The script will create a local virtual environment using **uv** and install the package in editable mode with development extras.

Help students learn, reason, debug, plan, and improve their own work. AI should support learning and professional practice without replacing the student’s core thinking. Audience: first-year CS students.