{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-24T22:16:25.128Z","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":12,"release_date":"2025-03-13","last_updated":"2026-07-24T09:27:55.444Z","summary":"The action manhwa \"Weak Hero\" centers on Sieun Yeon, a physically small but intellectually formidable student at Eunjang High known as \"Eunjang's White Mamba.\" The series is praised by readers for subverting delinquent tropes by prioritizing brains over brawn, with Sieun employing calculative and brutal tactics using his environment to defeat bullies who underestimate him. His reputation was solidified after a strategic victory over the notoriously cruel Sungje Keum, the 5th-ranked member of the powerful Yeongdeungpo Union from Ganghak High. This victory is part of a larger conflict against the Union, which is led by the series' main antagonist, Baekjin Na of Yeo-Il High. The current events in Chapter 12 have created significant distress among readers, who express intense frustration in the comments. The protagonist is conspicuously absent from the unfolding action, leading fans to desperately call for the return of their \"glorious king Gray Yeon\" to resolve the dire situation. Readers are eagerly anticipating Sieun's intervention against a new antagonist named Teddy, expecting him to deliver a thrashing and restore order with his signature tactical fighting style. The narrative also involves supporting characters such as Sieun's cram school classmate Lily Nam and Sungje Keum's past bullying victim, Gongsam Lee.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"The action manhwa \"Weak Hero\" centers on Sieun Yeon, a physically small but intellectually formidable student at Eunjang High known as \"Eunjang's White Mamba.\" The series is praised by readers for subverting delinquent tropes by prioritizing brains over brawn, with Sieun employing calculative and brutal tactics using his environment to defeat bullies who underestimate him. His reputation was solidified after a strategic victory over the notoriously cruel Sungje Keum, the 5th-ranked member of the powerful Yeongdeungpo Union from Ganghak High. This victory is part of a larger conflict against the Union, which is led by the series' main antagonist, Baekjin Na of Yeo-Il High. The current events in Chapter 12 have created significant distress among readers, who express intense frustration in the comments. The protagonist is conspicuously absent from the unfolding action, leading fans to desperately call for the return of their \"glorious king Gray Yeon\" to resolve the dire situation. Readers are eagerly anticipating Sieun's intervention against a new antagonist named Teddy, expecting him to deliver a thrashing and restore order with his signature tactical fighting style. The narrative also involves supporting characters such as Sieun's cram school classmate Lily Nam and Sungje Keum's past bullying victim, Gongsam Lee.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"The action manhwa \"Weak Hero\" centers on Sieun Yeon, a physically small but intellectually formidable student at Eunjang High known as \"Eunjang's White Mamba.\" The series is praised by readers for subverting delinquent tropes by prioritizing brains over brawn, with Sieun…","spoiler_summary":"The action manhwa \"Weak Hero\" centers on Sieun Yeon, a physically small but intellectually formidable student at Eunjang High known as \"Eunjang's White Mamba.\" The series is praised by readers for subverting delinquent tropes by prioritizing brains over brawn, with Sieun employing calculative and brutal tactics using his environment to defeat bullies who underestimate him. His reputation was solidified after a strategic victory over the notoriously cruel Sungje Keum, the 5th-ranked member of the powerful Yeongdeungpo Union from Ganghak High. This victory is part of a larger conflict against the Union, which is led by the series' main antagonist, Baekjin Na of Yeo-Il High. The current events in Chapter 12 have created significant distress among readers, who express intense frustration in the comments. The protagonist is conspicuously absent from the unfolding action, leading fans to desperately call for the return of their \"glorious king Gray Yeon\" to resolve the dire situation. Readers are eagerly anticipating Sieun's intervention against a new antagonist named Teddy, expecting him to deliver a thrashing and restore order with his signature tactical fighting style. The narrative also involves supporting characters such as Sieun's cram school classmate Lily Nam and Sungje Keum's past bullying victim, Gongsam Lee."},"source":{"canonical_path":"/series/weak-hero-c486dd/chapter-12","citation_title":"WebtoonLib — Weak Hero #12","content_type":"chapter_summary","last_updated":"2026-07-24T22:16:25.128Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/weak-hero-c486dd"}}