Quilty

Return the QuiltyScoreV5 for one analysis: score, confidence_low, confidence_high, model_agreement, pillar_breakdown, and basis. This is a DIAGNOSTIC assessment, never a prediction of commercial outcome. Returns insufficient_data if no score exists. Always surface the disclaimer field to the user.

get_quilty_score

Return the section index for one analysis: chapters, section keys, human labels, and approximate token sizes. Does NOT return section bodies — use get_analysis_section. Returns status insufficient_data if the analysis is missing, unfinished, or not owned by the user.

get_analysis_manifest

Return ONE section of an analysis, paginated. Pass the section key from get_analysis_manifest. Default max_chars is 24000 (~6k tokens); hard cap 60000. Follow next_cursor for the rest. Returns insufficient_data if the section is missing. Diagnostic only — never invent missing content.

get_analysis_section

Return title (with year), page count, genre, content type, and released-film match state for one screenplay. Does not return analysis section bodies.

get_screenplay_metadata

List the authenticated user's completed Quilty analyses. Returns analysis_id, screenplay_id, title with year, content_type, score, and completed_at. Diagnostic metadata only — use get_analysis_manifest next. Paginate with cursor.

list_analyses

Semantic search over the SCREENPLAY TEXT (scenes), not the analysis report. Returns ranked scene snippets with heading and similarity. Prefer many small targeted searches. Returns insufficient_data if the screenplay has no extractable scenes.

search_screenplay