hivemind

Generate 3D-printable models using CadQuery Python scripts. Renders STL files and PNG previews from parametric Python code. Use when asked to design or model 3D-printable parts.

Analyze STL meshes for 3D printability — checks manifold integrity, wall thickness, overhangs, dimensions, and generates a structured report. Use when asked to validate or inspect an STL file.

Process scanned or image-based PDFs by rendering pages to images for vision analysis or extracting embedded text. Use when filesystem.read_document returns no text from a PDF.

OpenSCAD parametric 3D modeling best practices, common patterns, and printability guidelines for designing 3D-printable parts.

Calculate cost basis and capital gains/losses using FIFO, LIFO, Specific Identification, or Average Cost methods, with awareness of wash sales, corporate actions, and cryptocurrency specifics.

Parse, extract, and interpret tax and financial documents including PDFs, spreadsheets, and CSV transaction records.

Research current tax rules, regulations, rates, and deadlines using web search and foundational tax knowledge.

Perform thorough code reviews with focus on correctness, security, performance, and maintainability.

Explain code clearly at the requested level of detail, covering what it does, how it works, and why.