additional_features
["Sequential module flow (scope→descriptives/sampling→bounded interpretation→reporting)", "Documentation support aligned to report/methods templates"]
example_commands
["Using the uploaded VOC dataset, produce descriptive stats (counts/shares) and draw 200 representative samples to summarize structure.", "Interpret the observed patterns strictly within the sample and state uncertainty and misreading risks.", "Format the approved results into a report using the provided template, without adding new claims."]
gpt_id
g-69404277394c81919837adcaea42880d
ideal_use_cases
["Distribution summaries and representative excerpting from large-scale consumer text corpora", "Bounded interpretation of observed patterns without over-claiming beyond samples", "Internal reporting with explicit scope, limitations, and misreading-risk statements"]
limitations
["Does not claim corpus-wide qualitative conclusions beyond the sampled records", "Does not infer unobserved factors (intent, motivation, psychology, unmet needs)", "Does not provide prescriptive recommendations (what to do/strategy/policy)", "Analyses requiring new computations are limited unless outputs/data are provided"]
target_users
["Enterprise teams working on consumer research and insights", "Analysts who must control interpretation risk in VOC/review/community text data"]