{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-24T11:52:32.987Z","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":"Undead Unluck","slug":"undead-unluck-ead2d2"},"chapter":{"number":4,"release_date":"2025-05-29","last_updated":"2026-07-05T12:54:38.827Z","summary":"Following their chaotic clash with Shen and Void, Andy and Fuuko are brought into the fold of the Union, coming face-to-face with the organization's brilliant and eccentric head engineer, Nico Vorgeil. Surrounded by Nico's vast technological resources, the duo gets a glimpse into the true power of their new allies. Andy, in particular, shows surprising character growth, shifting from a reckless death-seeker to a more strategic partner, even refusing to use Fuuko's Unluck at a critical moment, demonstrating a new depth to their bizarre relationship.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"Following their chaotic clash with Shen and Void, Andy and Fuuko are brought into the fold of the Union, coming face-to-face with the organization's brilliant and eccentric head engineer, Nico Vorgeil. Surrounded by Nico's vast technological resources, the duo gets a glimpse into the true power of their new allies. Andy, in particular, shows surprising character growth, shifting from a reckless death-seeker to a more strategic partner, even refusing to use Fuuko's Unluck at a critical moment, demonstrating a new depth to their bizarre relationship.","key_events":[],"characters_involved":[{"name":"Nico Vorgeil","role_in_result":"Supporting"},{"name":"Void Volks","role_in_result":"Supporting"},{"name":"Shen Xiang","role_in_result":"Supporting"},{"name":"Fuuko Izumo","role_in_result":"Main"},{"name":"Andy","role_in_result":"Main"}],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"Following their chaotic clash with Shen and Void, Andy and Fuuko are brought into the fold of the Union, coming face-to-face with the organization's brilliant and eccentric head engineer, Nico Vorgeil.","spoiler_summary":"Following their chaotic clash with Shen and Void, Andy and Fuuko are brought into the fold of the Union, coming face-to-face with the organization's brilliant and eccentric head engineer, Nico Vorgeil. Surrounded by Nico's vast technological resources, the duo gets a glimpse into the true power of their new allies. Andy, in particular, shows surprising character growth, shifting from a reckless death-seeker to a more strategic partner, even refusing to use Fuuko's Unluck at a critical moment, demonstrating a new depth to their bizarre relationship."},"source":{"canonical_path":"/series/undead-unluck-ead2d2/chapter-4","citation_title":"WebtoonLib — Undead Unluck #4","content_type":"chapter_summary","last_updated":"2026-07-24T11:52:32.987Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/undead-unluck-ead2d2"}}