{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-27T01:27:38.727Z","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":"Cheolsu Saves the World","slug":"cheolsu-saves-the-world-781ee0"},"chapter":{"number":18,"release_date":"2025-03-12","last_updated":"2026-02-02T02:24:54.450Z","summary":"Following the controversial new strategy devised by his ally Taekhu, Cheolsu's fourth attempt to save humanity pivoted from saving the planet itself to a more pragmatic goal: preserving a small population of 10,000 people, likely in space habitats. To see this long-term plan through, the story implements a significant 20-year time skip. However, this narrative leap appears to have culminated in catastrophic failure. Reader reactions strongly indicate that this ambitious gambit did not succeed, instead leading to a sudden and disastrous outcome. The audience expresses shock and disappointment, questioning if the characters are now dead and lamenting another failed loop in Cheolsu's mission, suggesting that even this grim, calculated plan was not enough to avert tragedy.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"Following the controversial new strategy devised by his ally Taekhu, Cheolsu's fourth attempt to save humanity pivoted from saving the planet itself to a more pragmatic goal: preserving a small population of 10,000 people, likely in space habitats. To see this long-term plan through, the story implements a significant 20-year time skip. However, this narrative leap appears to have culminated in catastrophic failure. Reader reactions strongly indicate that this ambitious gambit did not succeed, instead leading to a sudden and disastrous outcome. The audience expresses shock and disappointment, questioning if the characters are now dead and lamenting another failed loop in Cheolsu's mission, suggesting that even this grim, calculated plan was not enough to avert tragedy.","key_events":["A 20-year time skip occurs during the fourth loop, ending in a catastrophic failure of the habitat plan."],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"Following the controversial new strategy devised by his ally Taekhu, Cheolsu's fourth attempt to save humanity pivoted from saving the planet itself to a more pragmatic goal: preserving a small population of 10,000 people, likely in space habitats.","spoiler_summary":"Following the controversial new strategy devised by his ally Taekhu, Cheolsu's fourth attempt to save humanity pivoted from saving the planet itself to a more pragmatic goal: preserving a small population of 10,000 people, likely in space habitats. To see this long-term plan through, the story implements a significant 20-year time skip. However, this narrative leap appears to have culminated in catastrophic failure. Reader reactions strongly indicate that this ambitious gambit did not succeed, instead leading to a sudden and disastrous outcome. The audience expresses shock and disappointment, questioning if the characters are now dead and lamenting another failed loop in Cheolsu's mission, suggesting that even this grim, calculated plan was not enough to avert tragedy."},"source":{"canonical_path":"/series/cheolsu-saves-the-world-781ee0/chapter-18","citation_title":"WebtoonLib — Cheolsu Saves the World #18","content_type":"chapter_summary","last_updated":"2026-07-27T01:27:38.727Z"},"data_status":"complete"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/cheolsu-saves-the-world-781ee0"}}