{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-27T01:09:14.105Z","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":"Lost in the Cloud","slug":"lost-in-the-cloud-official-4f13bb","original_title":"클라우드"},"chapter":{"number":81,"release_date":"2025-03-02","last_updated":"2026-07-26T02:41:22.588Z","summary":"The narrative centers on the toxic, codependent relationship between Skylar Yeon and Cirrus Baek, which began when Cirrus discovered Skylar’s secret photos of his crush, Chan-il Seong, and used them for blackmail. Both characters are profoundly shaped by past trauma; Skylar by a homophobic betrayal and public humiliation in middle school, and Cirrus by a recently revealed history of severe domestic neglect and sexual abuse from a trusted teacher. This devastating backstory has fundamentally re-contextualized Cirrus for the audience, shifting his perception from a malicious antagonist to a tragic victim of cyclical abuse whose cruelty is a complex defense mechanism. Currently, a homeless Cirrus is living with Skylar, and his initial torment has evolved into a possessive, yandere-like obsession. Reader commentary confirms the understanding that Cirrus, having only known pain and abandonment, sees a kindred spirit in Skylar's suffering. He believes their only possible bond is through shared misery, actively wishing for Skylar to remain unhappy out of a deep-seated fear that a healed Skylar would abandon him. This toxic dynamic is the only way he knows how to connect with someone, equating love and attachment with suffering. The plot is further complicated by the re-emergence of Skylar's past abuser, Minwoo, and the external threat of a lost USB drive containing the incriminating photos, trapping the pair in a volatile situation where their shared trauma fuels both their destructive connection and the faint possibility of mutual healing.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"The narrative centers on the toxic, codependent relationship between Skylar Yeon and Cirrus Baek, which began when Cirrus discovered Skylar’s secret photos of his crush, Chan-il Seong, and used them for blackmail. Both characters are profoundly shaped by past trauma; Skylar by a homophobic betrayal and public humiliation in middle school, and Cirrus by a recently revealed history of severe domestic neglect and sexual abuse from a trusted teacher. This devastating backstory has fundamentally re-contextualized Cirrus for the audience, shifting his perception from a malicious antagonist to a tragic victim of cyclical abuse whose cruelty is a complex defense mechanism. Currently, a homeless Cirrus is living with Skylar, and his initial torment has evolved into a possessive, yandere-like obsession. Reader commentary confirms the understanding that Cirrus, having only known pain and abandonment, sees a kindred spirit in Skylar's suffering. He believes their only possible bond is through shared misery, actively wishing for Skylar to remain unhappy out of a deep-seated fear that a healed Skylar would abandon him. This toxic dynamic is the only way he knows how to connect with someone, equating love and attachment with suffering. The plot is further complicated by the re-emergence of Skylar's past abuser, Minwoo, and the external threat of a lost USB drive containing the incriminating photos, trapping the pair in a volatile situation where their shared trauma fuels both their destructive connection and the faint possibility of mutual healing.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"The narrative centers on the toxic, codependent relationship between Skylar Yeon and Cirrus Baek, which began when Cirrus discovered Skylar’s secret photos of his crush, Chan-il Seong, and used them for blackmail.","spoiler_summary":"The narrative centers on the toxic, codependent relationship between Skylar Yeon and Cirrus Baek, which began when Cirrus discovered Skylar’s secret photos of his crush, Chan-il Seong, and used them for blackmail. Both characters are profoundly shaped by past trauma; Skylar by a homophobic betrayal and public humiliation in middle school, and Cirrus by a recently revealed history of severe domestic neglect and sexual abuse from a trusted teacher. This devastating backstory has fundamentally re-contextualized Cirrus for the audience, shifting his perception from a malicious antagonist to a tragic victim of cyclical abuse whose cruelty is a complex defense mechanism. Currently, a homeless Cirrus is living with Skylar, and his initial torment has evolved into a possessive, yandere-like obsession. Reader commentary confirms the understanding that Cirrus, having only known pain and abandonment, sees a kindred spirit in Skylar's suffering. He believes their only possible bond is through shared misery, actively wishing for Skylar to remain unhappy out of a deep-seated fear that a healed Skylar would abandon him. This toxic dynamic is the only way he knows how to connect with someone, equating love and attachment with suffering. The plot is further complicated by the re-emergence of Skylar's past abuser, Minwoo, and the external threat of a lost USB drive containing the incriminating photos, trapping the pair in a volatile situation where their shared trauma fuels both their destructive connection and the faint possibility of mutual healing."},"source":{"canonical_path":"/series/lost-in-the-cloud-official-4f13bb/chapter-81","citation_title":"WebtoonLib — Lost in the Cloud #81","content_type":"chapter_summary","last_updated":"2026-07-27T01:09:14.105Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/lost-in-the-cloud-official-4f13bb"}}