{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-26T20:31:00.573Z","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":"The Makeup Remover","slug":"the-makeup-remover-72844b"},"chapter":{"number":96,"release_date":"2025-05-13","last_updated":"2026-07-25T23:47:31.692Z","summary":"Following the dramatic exposure of her manipulative ex, Seongwoo, and a heartfelt love confession from her partner, Yuseong, Yeseul Kim is navigating a new path toward self-worth, grounded in genuine support rather than toxic control. As she processes these events, the \"Face-off Cinderella\" competition continues to push thematic boundaries. The narrative has expanded to explore androgyny and identity through a popular Boys' Love subplot involving a male contestant known as \"Sera,\" while also engaging with real-world issues of colorism through fan discussions about contestant Eunha, whose commercial appeal is questioned due to her darker skin. The latest chapter introduces a new flashpoint, as reader comments reveal that a widely disliked female contestant has delivered a powerful and meaningful makeup performance. Despite their animosity toward the character, fans acknowledge that she \"slayed,\" creating a complex moment where a character's undeniable talent is juxtaposed with her villainous reputation, further deepening the manga's exploration of art, identity, and perception.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"Following the dramatic exposure of her manipulative ex, Seongwoo, and a heartfelt love confession from her partner, Yuseong, Yeseul Kim is navigating a new path toward self-worth, grounded in genuine support rather than toxic control. As she processes these events, the \"Face-off Cinderella\" competition continues to push thematic boundaries. The narrative has expanded to explore androgyny and identity through a popular Boys' Love subplot involving a male contestant known as \"Sera,\" while also engaging with real-world issues of colorism through fan discussions about contestant Eunha, whose commercial appeal is questioned due to her darker skin. The latest chapter introduces a new flashpoint, as reader comments reveal that a widely disliked female contestant has delivered a powerful and meaningful makeup performance. Despite their animosity toward the character, fans acknowledge that she \"slayed,\" creating a complex moment where a character's undeniable talent is juxtaposed with her villainous reputation, further deepening the manga's exploration of art, identity, and perception.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"Following the dramatic exposure of her manipulative ex, Seongwoo, and a heartfelt love confession from her partner, Yuseong, Yeseul Kim is navigating a new path toward self-worth, grounded in genuine support rather than toxic control.","spoiler_summary":"Following the dramatic exposure of her manipulative ex, Seongwoo, and a heartfelt love confession from her partner, Yuseong, Yeseul Kim is navigating a new path toward self-worth, grounded in genuine support rather than toxic control. As she processes these events, the \"Face-off Cinderella\" competition continues to push thematic boundaries. The narrative has expanded to explore androgyny and identity through a popular Boys' Love subplot involving a male contestant known as \"Sera,\" while also engaging with real-world issues of colorism through fan discussions about contestant Eunha, whose commercial appeal is questioned due to her darker skin. The latest chapter introduces a new flashpoint, as reader comments reveal that a widely disliked female contestant has delivered a powerful and meaningful makeup performance. Despite their animosity toward the character, fans acknowledge that she \"slayed,\" creating a complex moment where a character's undeniable talent is juxtaposed with her villainous reputation, further deepening the manga's exploration of art, identity, and perception."},"source":{"canonical_path":"/series/the-makeup-remover-72844b/chapter-96","citation_title":"WebtoonLib — The Makeup Remover #96","content_type":"chapter_summary","last_updated":"2026-07-26T20:31:00.573Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/the-makeup-remover-72844b"}}