feat(wip): soft title tier — sketch/doodle vocab + ring-loud audit (#1474)
Extends WIP title-tagging to lower-precision cues (sketch/doodle/scribble) safely. - wip_title.py: soft matcher (word-anchored; sketchbook/kadoodle don't trip it); WIP_TITLE_SOFT_SOURCE + soft SQL prefilter; apply_wip_image_tags takes a source arg. - training_data._AUTO_SOURCES += 'wip_title_soft' → the soft tier is PROVISIONAL and never trains the wip head (a finished "sketch" can't pollute it). Only the hard tier (wip_title) + manual train. - ImportSettings.wip_soft_title_tagging_enabled (OFF by default, opt-in). Migration 0087. - importer: hard tier wins, soft is the fallback (source wip_title_soft). - backfill: refactored into a shared _backfill_wip_tier; hard always, soft when enabled. - heads.soft_wip_conflict_audit + daily beat: score soft-tagged images against content heads, flag ring-loud ones (PresentationReview mode=process) for the review strip — the operator's "measure if they got falsely tagged" safety. - api settings toggle; ImportFiltersForm soft toggle. - tests: soft matcher pos/neg; soft source not a training positive; audit flags ring-loud + spares quiet. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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@@ -99,6 +99,17 @@
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the Explore browse. Applies to new imports; run the scan below to catch
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posts already in your library.
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</div>
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<v-switch
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v-model="local.wip_soft_title_tagging_enabled"
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label="Also tag “sketch” / “doodle” titles (lower precision)"
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density="compact" hide-details color="primary" @change="save"
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/>
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<div class="fc-help mb-3">
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Extends the above to softer cues (<code>sketch</code>, <code>doodle</code>,
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<code>scribble</code>). These stay <strong>visible</strong> and never train
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the tagging model — a daily audit flags any that actually look like finished
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art for review. Off by default.
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</div>
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<v-btn
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variant="tonal" color="primary" size="small"
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:loading="store.wipScanBusy" prepend-icon="mdi-magnify"
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@@ -139,6 +150,7 @@ const local = reactive({
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skip_single_color: false, single_color_threshold: 0.95,
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phash_threshold: 10,
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wip_title_tagging_enabled: true,
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wip_soft_title_tagging_enabled: false,
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})
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watch(() => store.settings, (s) => { if (s) Object.assign(local, s) }, { immediate: true })
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