What problem does it solve? Retrieving transcription factor (TF) binding profiles from the JASPAR database requires resolving gene symbols to stable Matrix IDs, respecting API rate limits, and converting between matrix formats. This Skill wraps the JASPAR REST API in ready-to-run scripts so you can fetch Position Frequency Matrices (PFMs), compute Position Weight Matrices (PWMs), and pull TF metadata without writing API client code. ## Core Features & Use Cases - TF Name Resolution: Map gene symbols (e.g., JUN) to stable JASPAR Matrix IDs (e.g., MA0488.2) using taxonomy-filtered search. - Motif Retrieval & Conversion: Fetch PFMs in multiple formats (JSON, MEME, TRANSFAC, JASPAR, YAML) and compute log-odds PWMs with configurable pseudocounts. - Sequence-Based Inference: Infer candidate TF binding matrices directly from a raw protein sequence, plus retrieve TF Flexible Model (TFFM) metadata. - Use Case: Given a ChIP-seq peak region, resolve the candidate TF "CTCF" to its Matrix ID, download its PFM in MEME format, and feed it into a motif-scanning tool to locate binding sites. ## Quick Start Ask the assistant to resolve the transcription factor JUN in human (tax_id 9606) and retrieve its position frequency matrix from JASPAR.