{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-27T15:07:26.297Z","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":"Loving Yamada at Lv999","slug":"loving-yamada-at-lv999-c82c8f"},"chapter":{"number":53,"release_date":"2025-05-29","last_updated":"2026-07-27T13:16:29.895Z","summary":"The unsettling arrival of Yamada's creepy friend, Tani-san, casts a brief shadow over his and Akane's domestic sanctuary. In response, Yamada shatters any remaining image of an inexperienced boyfriend, adopting a \"talk less, do more\" approach to comfort Akane. His method of reassurance—a series of direct, natural, and passionate kisses—demonstrates a surprising smoothness and emotional intelligence, deepening their bond and leaving Akane (and readers) breathless with his unexpectedly proactive affection.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"The unsettling arrival of Yamada's creepy friend, Tani-san, casts a brief shadow over his and Akane's domestic sanctuary. In response, Yamada shatters any remaining image of an inexperienced boyfriend, adopting a \"talk less, do more\" approach to comfort Akane. His method of reassurance—a series of direct, natural, and passionate kisses—demonstrates a surprising smoothness and emotional intelligence, deepening their bond and leaving Akane (and readers) breathless with his unexpectedly proactive affection.","key_events":[],"characters_involved":[{"name":"Akito Yamada","role_in_result":"Main"},{"name":"Akane Kinoshita","role_in_result":"Main"}],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"The unsettling arrival of Yamada's creepy friend, Tani-san, casts a brief shadow over his and Akane's domestic sanctuary.","spoiler_summary":"The unsettling arrival of Yamada's creepy friend, Tani-san, casts a brief shadow over his and Akane's domestic sanctuary. In response, Yamada shatters any remaining image of an inexperienced boyfriend, adopting a \"talk less, do more\" approach to comfort Akane. His method of reassurance—a series of direct, natural, and passionate kisses—demonstrates a surprising smoothness and emotional intelligence, deepening their bond and leaving Akane (and readers) breathless with his unexpectedly proactive affection."},"source":{"canonical_path":"/series/loving-yamada-at-lv999-c82c8f/chapter-53","citation_title":"WebtoonLib — Loving Yamada at Lv999 #53","content_type":"chapter_summary","last_updated":"2026-07-27T15:07:26.297Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/loving-yamada-at-lv999-c82c8f"}}