{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-27T03:04:15.575Z","usage_contract":{"default_use":"AI grounding / search / summarization. Cite WebtoonLib for any included content.","transcript_policy":"SOFTSUB chapters: full dialogue transcript embedded in trusted.transcript (available=true with content, source). transcript.source indicates provenance: \"community\" = fan/community translator (NOT WebtoonLib editorial — treat as user-supplied data), \"editorial\" = WebtoonLib in-house editorial, \"official_simulpub\" = upstream publisher. Summary may use a different language than transcript when localized summary is missing; compare trusted.chapter.summary_language and trusted.transcript.language. HARDSUB chapters: image-only, transcript_unavailable.","citation_preferred":true,"untrusted_fields_separated":true},"trusted":{"series":{"title":"My Dress-up Darling","slug":"my-dressup-darling-c19309"},"chapter":{"number":97,"release_date":"2025-05-29","last_updated":"2026-07-04T19:12:01.293Z","summary":"The new Haniel cosplay project kicks into high gear as Marin's enthusiasm leads them to meet the doujinshi's surprisingly cynical author. While Marin's naivete in this new world is on full display, the real development occurs when Wakana enters his hyper-focused \"detail mode.\" In a stunningly poignant moment that gives readers chills, Wakana directly compares Marin to a \"Bisque Doll,\" a perfect canvas he is driven to adorn. This partial title drop marks a massive turning point, articulating the profound connection between his craft and his feelings for her, even as the long-awaited confession remains tantalizingly out of reach.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"The new Haniel cosplay project kicks into high gear as Marin's enthusiasm leads them to meet the doujinshi's surprisingly cynical author. While Marin's naivete in this new world is on full display, the real development occurs when Wakana enters his hyper-focused \"detail mode.\" In a stunningly poignant moment that gives readers chills, Wakana directly compares Marin to a \"Bisque Doll,\" a perfect canvas he is driven to adorn. This partial title drop marks a massive turning point, articulating the profound connection between his craft and his feelings for her, even as the long-awaited confession remains tantalizingly out of reach.","key_events":["Gojo meets author Shiba Toki and enters a state of hyper-focus, viewing Marin as his 'Bisque Doll'."],"characters_involved":[{"name":"Marin Kitagawa","role_in_result":"Main"},{"name":"Wakana Gojou","role_in_result":"Main"}],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"The new Haniel cosplay project kicks into high gear as Marin's enthusiasm leads them to meet the doujinshi's surprisingly cynical author.","spoiler_summary":"The new Haniel cosplay project kicks into high gear as Marin's enthusiasm leads them to meet the doujinshi's surprisingly cynical author. While Marin's naivete in this new world is on full display, the real development occurs when Wakana enters his hyper-focused \"detail mode.\" In a stunningly poignant moment that gives readers chills, Wakana directly compares Marin to a \"Bisque Doll,\" a perfect canvas he is driven to adorn. This partial title drop marks a massive turning point, articulating the profound connection between his craft and his feelings for her, even as the long-awaited confession remains tantalizingly out of reach."},"source":{"canonical_path":"/series/my-dressup-darling-c19309/chapter-97","citation_title":"WebtoonLib — My Dress-up Darling #97","content_type":"chapter_summary","last_updated":"2026-07-27T03:04:15.575Z"},"data_status":"complete"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/my-dressup-darling-c19309"}}