{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-24T14:25:23.008Z","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":"Fire Force","slug":"fire-force-86c62c"},"chapter":{"number":7,"release_date":"2025-05-29","last_updated":"2026-02-02T01:00:12.061Z","summary":"The inevitable has happened, as Tamaki Kotatsu's \"Lucky Lecher Lure\" once again throws the 8th Brigade into disarray. Her signature clumsiness results in a predictably embarrassing and chaotic situation, proving that her unique affliction is a force of nature all its own and a constant source of trouble for her and her comrades.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"The inevitable has happened, as Tamaki Kotatsu's \"Lucky Lecher Lure\" once again throws the 8th Brigade into disarray. Her signature clumsiness results in a predictably embarrassing and chaotic situation, proving that her unique affliction is a force of nature all its own and a constant source of trouble for her and her comrades.","key_events":[],"characters_involved":[{"name":"Tamaki Kotatsu","role_in_result":"character"}],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"The inevitable has happened, as Tamaki Kotatsu's \"Lucky Lecher Lure\" once again throws the 8th Brigade into disarray.","spoiler_summary":"The inevitable has happened, as Tamaki Kotatsu's \"Lucky Lecher Lure\" once again throws the 8th Brigade into disarray. Her signature clumsiness results in a predictably embarrassing and chaotic situation, proving that her unique affliction is a force of nature all its own and a constant source of trouble for her and her comrades."},"source":{"canonical_path":"/series/fire-force-86c62c/chapter-7","citation_title":"WebtoonLib — Fire Force #7","content_type":"chapter_summary","last_updated":"2026-07-24T14:25:23.008Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/fire-force-86c62c"}}