Goal: Build and launch a feature that ingests filenames/links like "sherlocks02multi1080pblurayhdlightx265h4s5s" and returns a clear, actionable evaluation explaining content characteristics, quality indicators, and potential issues (metadata summary, likely source, technical details, and safety/legality flags).
