{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-24T22:16:33.980Z","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":"Weak Hero","slug":"weak-hero-c486dd","original_title":"약한영웅"},"chapter":{"number":232,"release_date":"2025-03-13","last_updated":"2026-07-03T17:52:46.290Z","summary":"The final confrontation has taken a shocking turn, defying the anticipated matchups. While the newly allied Sungje \"Wolf\" Keum engages the unhinged antagonist Donald Na in a savage duel and a visibly tired Ben Park single-handedly defends their injured friends, protagonist Sieun \"Gray\" Yeon has made an audacious and unexpected move. Bypassing the chaotic frontline, Gray has directly confronted Donald Na himself, a brave gambit that fulfills his previously stated intention to get \"direct experience\" with his ultimate rival. Described by observers as looking like a \"hitman,\" Gray's cold and calculated appearance channels his feared \"White Mamba\" persona. This bold confrontation is amplified by the fact that his enemies still only know him by his epithet, unaware of the true name of the small strategist who has just cornered the school's most powerful tyrant.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"The final confrontation has taken a shocking turn, defying the anticipated matchups. While the newly allied Sungje \"Wolf\" Keum engages the unhinged antagonist Donald Na in a savage duel and a visibly tired Ben Park single-handedly defends their injured friends, protagonist Sieun \"Gray\" Yeon has made an audacious and unexpected move. Bypassing the chaotic frontline, Gray has directly confronted Donald Na himself, a brave gambit that fulfills his previously stated intention to get \"direct experience\" with his ultimate rival. Described by observers as looking like a \"hitman,\" Gray's cold and calculated appearance channels his feared \"White Mamba\" persona. This bold confrontation is amplified by the fact that his enemies still only know him by his epithet, unaware of the true name of the small strategist who has just cornered the school's most powerful tyrant.","key_events":["Gray Yeon bypasses the frontline to confront Donald Na directly, channeling his 'White Mamba' persona."],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"The final confrontation has taken a shocking turn, defying the anticipated matchups.","spoiler_summary":"The final confrontation has taken a shocking turn, defying the anticipated matchups. While the newly allied Sungje \"Wolf\" Keum engages the unhinged antagonist Donald Na in a savage duel and a visibly tired Ben Park single-handedly defends their injured friends, protagonist Sieun \"Gray\" Yeon has made an audacious and unexpected move. Bypassing the chaotic frontline, Gray has directly confronted Donald Na himself, a brave gambit that fulfills his previously stated intention to get \"direct experience\" with his ultimate rival. Described by observers as looking like a \"hitman,\" Gray's cold and calculated appearance channels his feared \"White Mamba\" persona. This bold confrontation is amplified by the fact that his enemies still only know him by his epithet, unaware of the true name of the small strategist who has just cornered the school's most powerful tyrant."},"source":{"canonical_path":"/series/weak-hero-c486dd/chapter-232","citation_title":"WebtoonLib — Weak Hero #232","content_type":"chapter_summary","last_updated":"2026-07-24T22:16:33.980Z"},"data_status":"complete"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/weak-hero-c486dd"}}