feat(wip): soft title tier — sketch/doodle vocab + ring-loud audit (#1474)
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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>
This commit is contained in:
2026-07-13 10:14:38 -04:00
parent d9a14e890d
commit af0d39ed52
14 changed files with 355 additions and 58 deletions
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"""soft WIP title tier toggle (#1474) — ImportSettings.wip_soft_title_tagging_enabled
The soft tier also tags sketch/doodle/scribble titles, but with a provisional source
that never trains the head. OFF by default (a lower-precision tier is opt-in).
server_default so the existing singleton row (id=1) fills cleanly.
Revision ID: 0087
Revises: 0086
Create Date: 2026-07-13
"""
from typing import Sequence, Union
import sqlalchemy as sa
from alembic import op
revision: str = "0087"
down_revision: Union[str, None] = "0086"
branch_labels: Union[str, Sequence[str], None] = None
depends_on: Union[str, Sequence[str], None] = None
def upgrade() -> None:
op.add_column(
"import_settings",
sa.Column(
"wip_soft_title_tagging_enabled", sa.Boolean(), nullable=False,
server_default=sa.text("false"),
),
)
def downgrade() -> None:
op.drop_column("import_settings", "wip_soft_title_tagging_enabled")