{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-27T01:13:21.031Z","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":"Magilumiere Co. Ltd.","slug":"magilumiere-co-ltd-9ebe22"},"chapter":{"number":28,"release_date":"2025-05-29","last_updated":"2026-02-02T02:26:56.582Z","summary":"The tension surrounding Magilumiere's prickly new visitor escalates as her \"brutally harsh\" attitude is revealed to be a symptom of obsessive fandom. Having studied the company's history and personnel with a frightening intensity that rivals even Kana's own diligence, the newcomer proceeds to critique every aspect of their operation. The team is left reeling from the scrutiny of a potential colleague who seems to know more about them than they know about themselves, creating a new and unexpected challenge for the now-established Kana.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"The tension surrounding Magilumiere's prickly new visitor escalates as her \"brutally harsh\" attitude is revealed to be a symptom of obsessive fandom. Having studied the company's history and personnel with a frightening intensity that rivals even Kana's own diligence, the newcomer proceeds to critique every aspect of their operation. The team is left reeling from the scrutiny of a potential colleague who seems to know more about them than they know about themselves, creating a new and unexpected challenge for the now-established Kana.","key_events":[],"characters_involved":[{"name":"Kana Sakuragi","role_in_result":"Main"}],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"The tension surrounding Magilumiere's prickly new visitor escalates as her \"brutally harsh\" attitude is revealed to be a symptom of obsessive fandom.","spoiler_summary":"The tension surrounding Magilumiere's prickly new visitor escalates as her \"brutally harsh\" attitude is revealed to be a symptom of obsessive fandom. Having studied the company's history and personnel with a frightening intensity that rivals even Kana's own diligence, the newcomer proceeds to critique every aspect of their operation. The team is left reeling from the scrutiny of a potential colleague who seems to know more about them than they know about themselves, creating a new and unexpected challenge for the now-established Kana."},"source":{"canonical_path":"/series/magilumiere-co-ltd-9ebe22/chapter-28","citation_title":"WebtoonLib — Magilumiere Co. Ltd. #28","content_type":"chapter_summary","last_updated":"2026-07-27T01:13:21.031Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/magilumiere-co-ltd-9ebe22"}}