{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-27T07:22:20.355Z","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":24,"release_date":"2025-03-10","last_updated":"2026-07-24T12:51:15.035Z","summary":"Following the previous chapter's tender moments, this installment blends continued intimacy with a comedic plot centered on Wooyoung's unsettlingly thorough knowledge of Kyungju's life. The reader commentary overwhelmingly identifies Wooyoung's primary tactic as \"stalking,\" a trait viewed with amusement within the fictional context. This behavior is not left ambiguous; readers frequently cite a character named \"Genie,\" a private investigator apparently hired by Wooyoung, as the source of his detailed information. The chapter's central conflict seems to involve Wooyoung confronting Kyungju about his social activities, possibly a blind date, using his \"researched\" intel. Rather than being disturbed, Kyungju is depicted as smiling often and reacting with bemused curiosity, questioning how Wooyoung acquires his knowledge. Despite the comedic stalking theme, the narrative remains grounded in affection, with readers celebrating cute and fluffy moments of \"snuggling\" and Kyungju carrying Wooyoung, which reinforces the couple's growing romantic bond.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"Following the previous chapter's tender moments, this installment blends continued intimacy with a comedic plot centered on Wooyoung's unsettlingly thorough knowledge of Kyungju's life. The reader commentary overwhelmingly identifies Wooyoung's primary tactic as \"stalking,\" a trait viewed with amusement within the fictional context. This behavior is not left ambiguous; readers frequently cite a character named \"Genie,\" a private investigator apparently hired by Wooyoung, as the source of his detailed information. The chapter's central conflict seems to involve Wooyoung confronting Kyungju about his social activities, possibly a blind date, using his \"researched\" intel. Rather than being disturbed, Kyungju is depicted as smiling often and reacting with bemused curiosity, questioning how Wooyoung acquires his knowledge. Despite the comedic stalking theme, the narrative remains grounded in affection, with readers celebrating cute and fluffy moments of \"snuggling\" and Kyungju carrying Wooyoung, which reinforces the couple's growing romantic bond.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"Following the previous chapter's tender moments, this installment blends continued intimacy with a comedic plot centered on Wooyoung's unsettlingly thorough knowledge of Kyungju's life.","spoiler_summary":"Following the previous chapter's tender moments, this installment blends continued intimacy with a comedic plot centered on Wooyoung's unsettlingly thorough knowledge of Kyungju's life. The reader commentary overwhelmingly identifies Wooyoung's primary tactic as \"stalking,\" a trait viewed with amusement within the fictional context. This behavior is not left ambiguous; readers frequently cite a character named \"Genie,\" a private investigator apparently hired by Wooyoung, as the source of his detailed information. The chapter's central conflict seems to involve Wooyoung confronting Kyungju about his social activities, possibly a blind date, using his \"researched\" intel. Rather than being disturbed, Kyungju is depicted as smiling often and reacting with bemused curiosity, questioning how Wooyoung acquires his knowledge. Despite the comedic stalking theme, the narrative remains grounded in affection, with readers celebrating cute and fluffy moments of \"snuggling\" and Kyungju carrying Wooyoung, which reinforces the couple's growing romantic bond."},"source":{"canonical_path":"/series/how-to-snag-an-alpha-1e1e11/chapter-24","citation_title":"WebtoonLib — How to Snag an Alpha #24","content_type":"chapter_summary","last_updated":"2026-07-27T07:22:20.355Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/how-to-snag-an-alpha-1e1e11"}}