{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-25T12:52:42.251Z","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":"Shangri-La Frontier","slug":"shangri-la-frontier-b03a5c","original_title":"シャングリラ・フロンティア～クソゲーハンター、神ゲーに挑まんとす～"},"chapter":{"number":57,"release_date":"2025-05-29","last_updated":"2026-02-02T02:27:16.611Z","summary":"Fresh off his victory against the Crystal Scorpions and armed with the powerful new storage magic, \"Inventoria,\" Sunraku wastes no time putting his 'shitty game' expertise to the test. Convinced he can outwit any system, he attempts to manipulate the very fabric of probability, challenging the game's \"RNG Goddess\" directly. However, he quickly learns that some forces cannot be gamed, as the fickle whims of random chance deliver a swift and humorous lesson in humility, proving that even for a master of exploits, the roll of the dice can be the ultimate, unbeatable boss.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"Fresh off his victory against the Crystal Scorpions and armed with the powerful new storage magic, \"Inventoria,\" Sunraku wastes no time putting his 'shitty game' expertise to the test. Convinced he can outwit any system, he attempts to manipulate the very fabric of probability, challenging the game's \"RNG Goddess\" directly. However, he quickly learns that some forces cannot be gamed, as the fickle whims of random chance deliver a swift and humorous lesson in humility, proving that even for a master of exploits, the roll of the dice can be the ultimate, unbeatable boss.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"Fresh off his victory against the Crystal Scorpions and armed with the powerful new storage magic, \"Inventoria,\" Sunraku wastes no time putting his 'shitty game' expertise to the test.","spoiler_summary":"Fresh off his victory against the Crystal Scorpions and armed with the powerful new storage magic, \"Inventoria,\" Sunraku wastes no time putting his 'shitty game' expertise to the test. Convinced he can outwit any system, he attempts to manipulate the very fabric of probability, challenging the game's \"RNG Goddess\" directly. However, he quickly learns that some forces cannot be gamed, as the fickle whims of random chance deliver a swift and humorous lesson in humility, proving that even for a master of exploits, the roll of the dice can be the ultimate, unbeatable boss."},"source":{"canonical_path":"/series/shangri-la-frontier-b03a5c/chapter-57","citation_title":"WebtoonLib — Shangri-La Frontier #57","content_type":"chapter_summary","last_updated":"2026-07-25T12:52:42.251Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/shangri-la-frontier-b03a5c"}}