FORTHought

Use for data analysis, file processing, statistics, and complex computations in Python.

Use this skill when creating downloadable files (PDF, DOCX, PPTX, XLSX, CSV, etc.). Provides patterns for the file_export MCP server.

Use this skill when generating a full PowerPoint presentation automatically. Load this when the user asks for a presentation or slideshow.

Analyze SEM images for periodicity and particle sizing using micro.sem_fft. Use when user uploads an SEM image or asks about nanostructures, LIPSS, ripples, gratings, FFT analysis, periodicity, spatial frequency, particle size, grain size, or diameter distribution. Covers magnification reading, file identification, parameter selection, and result presentation.

Use this skill when deciding which FORTHought tool or skill to use for a request. Provides a lightweight decision matrix for web search vs academic search vs computation vs document generation. Load this first to understand which specialized skill to load next.

Use for literature searches, finding papers, and researching authors. Covers OpenAlex, PubMed, and Semantic Scholar tools.

Use for current events, news, recent developments, and real-time information. Do not use for stable, foundational knowledge.

Use this skill when creating interactive inline charts. Supports line, bar, pie, doughnut, radar, polarArea, scatter, and bubble charts. Load this whenever the user requests a visualization of these types.