Normalize raw AI theme output to canonical ThemeSet

Call this immediately after fromJSON() on any AI response that produces themes. Handles both data.frame and list formats transparently and the legacy (flat codes_included) wire format.

Usage

normalize_theme_result(raw_result)

Arguments

raw_result

Parsed JSON from AI (may be df or list)

Value

ThemeSet S3 object