{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-27T11:10:36.923Z","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":"How to Snag an Alpha","slug":"how-to-snag-an-alpha-1e1e11"},"chapter":{"number":15,"release_date":"2025-03-10","last_updated":"2026-07-24T12:11:06.511Z","summary":"The chapter introduces a new source of conflict through a character identified by readers as Kyungju's beta \"sex partner\" or \"fuck buddy,\" who appears to have developed unreciprocated feelings. This character confronts Kyungju about the \"rumors\" involving Wooyoung, leading to a tense interaction that leaves the beta heartbroken. Reader response is mixed, with many expressing sympathy for the beta's plight but overwhelmingly warning him to \"back off\" and not interfere with the main couple's budding relationship. This emerging drama is balanced by a significant comedic subplot centered on a character wearing \"long johns\" at an inopportune moment, comically interrupting an intimate scene and leading to a recurring gag about being \"blue balled.\" Amidst the new tension, the central romance continues to develop, with a tender moment noted where Kyungju is seen \"snuggling\" Wooyoung. The chapter thus sets the stage for potential romantic conflict while maintaining its humorous and fluffy tone.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"The chapter introduces a new source of conflict through a character identified by readers as Kyungju's beta \"sex partner\" or \"fuck buddy,\" who appears to have developed unreciprocated feelings. This character confronts Kyungju about the \"rumors\" involving Wooyoung, leading to a tense interaction that leaves the beta heartbroken. Reader response is mixed, with many expressing sympathy for the beta's plight but overwhelmingly warning him to \"back off\" and not interfere with the main couple's budding relationship. This emerging drama is balanced by a significant comedic subplot centered on a character wearing \"long johns\" at an inopportune moment, comically interrupting an intimate scene and leading to a recurring gag about being \"blue balled.\" Amidst the new tension, the central romance continues to develop, with a tender moment noted where Kyungju is seen \"snuggling\" Wooyoung. The chapter thus sets the stage for potential romantic conflict while maintaining its humorous and fluffy tone.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"The chapter introduces a new source of conflict through a character identified by readers as Kyungju's beta \"sex partner\" or \"fuck buddy,\" who appears to have developed unreciprocated feelings.","spoiler_summary":"The chapter introduces a new source of conflict through a character identified by readers as Kyungju's beta \"sex partner\" or \"fuck buddy,\" who appears to have developed unreciprocated feelings. This character confronts Kyungju about the \"rumors\" involving Wooyoung, leading to a tense interaction that leaves the beta heartbroken. Reader response is mixed, with many expressing sympathy for the beta's plight but overwhelmingly warning him to \"back off\" and not interfere with the main couple's budding relationship. This emerging drama is balanced by a significant comedic subplot centered on a character wearing \"long johns\" at an inopportune moment, comically interrupting an intimate scene and leading to a recurring gag about being \"blue balled.\" Amidst the new tension, the central romance continues to develop, with a tender moment noted where Kyungju is seen \"snuggling\" Wooyoung. The chapter thus sets the stage for potential romantic conflict while maintaining its humorous and fluffy tone."},"source":{"canonical_path":"/series/how-to-snag-an-alpha-1e1e11/chapter-15","citation_title":"WebtoonLib — How to Snag an Alpha #15","content_type":"chapter_summary","last_updated":"2026-07-27T11:10:36.923Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/how-to-snag-an-alpha-1e1e11"}}