{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-27T03:04:29.707Z","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":"A Deliberate Scandal","slug":"a-deliberate-scandal-2cde69"},"chapter":{"number":18,"release_date":"2025-05-12","last_updated":"2026-07-26T14:37:06.676Z","summary":"Just when it seemed Seonjae was about to make his move, the manipulative Team Leader Danwoo swoops in with an apology, sparking absolute fury from readers. Fans are united in their disgust, labeling Danwoo a \"snake\" and a \"liar\" while desperately warning the oblivious Jaehee not to fall for his transparent scheme. The collective frustration is compounded by Jaehee continuing to \"sibling-zone\" Seonjae, leaving readers on edge as they wait to see if he can save her from Danwoo's clutches.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"Just when it seemed Seonjae was about to make his move, the manipulative Team Leader Danwoo swoops in with an apology, sparking absolute fury from readers. Fans are united in their disgust, labeling Danwoo a \"snake\" and a \"liar\" while desperately warning the oblivious Jaehee not to fall for his transparent scheme. The collective frustration is compounded by Jaehee continuing to \"sibling-zone\" Seonjae, leaving readers on edge as they wait to see if he can save her from Danwoo's clutches.","key_events":["Danwoo delivers a fake apology to Jaehee as part of a new scheme to steal her work."],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"Just when it seemed Seonjae was about to make his move, the manipulative Team Leader Danwoo swoops in with an apology, sparking absolute fury from readers.","spoiler_summary":"Just when it seemed Seonjae was about to make his move, the manipulative Team Leader Danwoo swoops in with an apology, sparking absolute fury from readers. Fans are united in their disgust, labeling Danwoo a \"snake\" and a \"liar\" while desperately warning the oblivious Jaehee not to fall for his transparent scheme. The collective frustration is compounded by Jaehee continuing to \"sibling-zone\" Seonjae, leaving readers on edge as they wait to see if he can save her from Danwoo's clutches."},"source":{"canonical_path":"/series/a-deliberate-scandal-2cde69/chapter-18","citation_title":"WebtoonLib — A Deliberate Scandal #18","content_type":"chapter_summary","last_updated":"2026-07-27T03:04:29.707Z"},"data_status":"complete"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/a-deliberate-scandal-2cde69"}}