{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-26T22:14:42.523Z","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":"Skip and Loafer","slug":"skip-and-loafer-04b030","original_title":"スキップとローファー"},"chapter":{"number":52,"release_date":"2025-05-29","last_updated":"2026-07-07T13:25:21.431Z","summary":"With the school still buzzing about the misdirected gossip surrounding the student council, the narrative shifts to a pivotal, long-distance intervention. Mitsumi's childhood best friend, Fumino, takes matters into her own hands, initiating a video call with Sousuke. In a frank and much-needed \"real talk,\" Fumino cuts through Sousuke's hesitation, directly confronting him about his feelings for Mitsumi. Her blunt but caring words serve as a powerful catalyst, giving him the push he needs to stop wavering and finally understand what he must do to win Mitsumi's heart.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"With the school still buzzing about the misdirected gossip surrounding the student council, the narrative shifts to a pivotal, long-distance intervention. Mitsumi's childhood best friend, Fumino, takes matters into her own hands, initiating a video call with Sousuke. In a frank and much-needed \"real talk,\" Fumino cuts through Sousuke's hesitation, directly confronting him about his feelings for Mitsumi. Her blunt but caring words serve as a powerful catalyst, giving him the push he needs to stop wavering and finally understand what he must do to win Mitsumi's heart.","key_events":["Fumino confronts Shima via video call, forcing him to acknowledge his genuine love for Mitsumi."],"characters_involved":[{"name":"Sousuke Shima","role_in_result":"character"},{"name":"Fumino Tooyama","role_in_result":"character"}],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"With the school still buzzing about the misdirected gossip surrounding the student council, the narrative shifts to a pivotal, long-distance intervention.","spoiler_summary":"With the school still buzzing about the misdirected gossip surrounding the student council, the narrative shifts to a pivotal, long-distance intervention. Mitsumi's childhood best friend, Fumino, takes matters into her own hands, initiating a video call with Sousuke. In a frank and much-needed \"real talk,\" Fumino cuts through Sousuke's hesitation, directly confronting him about his feelings for Mitsumi. Her blunt but caring words serve as a powerful catalyst, giving him the push he needs to stop wavering and finally understand what he must do to win Mitsumi's heart."},"source":{"canonical_path":"/series/skip-and-loafer-04b030/chapter-52","citation_title":"WebtoonLib — Skip and Loafer #52","content_type":"chapter_summary","last_updated":"2026-07-26T22:14:42.523Z"},"data_status":"complete"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/skip-and-loafer-04b030"}}