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Every matcher returns integer coordinates from cv2.minMaxLoc; for a drag handle, fine slider or high-DPI display that rounding is the dominant click-placement error. Fit a parabola to the 3x3 score neighbourhood around the peak (independently on x/y) and return a float cx/cy. Reuses visual_match._score_map.
…ch-batch Add subpixel_match: sub-pixel template-match refinement
A target can be grounded several ways at once (set-of-marks / OCR / template / a11y / N model samples) and they don't always agree. ab_locator/element_scoring rank strategies by history; snap_to_element snaps a single coordinate - neither fuses simultaneous proposals. Cluster candidate points (or vote candidate elements), return the agreed point + agreement fraction + spread, and flag low-agreement targets so the agent zooms/asks instead of clicking blind.
…nsensus-batch Add grounding_consensus: self-consistency over grounding proposals
element_parse.reading_order is a flat top-to-bottom sort that interleaves columns on multi-column pages (A1, B1, A2, B2). Recover the correct order with recursive XY-cut: split at the widest whitespace valley (vertical -> columns, horizontal -> rows), so a two-column page reads A1, A2, B1, B2. flow_order returns the same index-tagged contract as reading_order (a drop-in column-aware upgrade, named to not shadow it).
…-batch Add reading_flow: column-aware reading order via XY-cut
text_regions merges glyphs into lines but nothing grouped those lines into paragraphs or detected lists; ocr/structure stops at flat rows. group_paragraphs starts a new paragraph wherever the vertical gap exceeds line_gap_factor x the median line height; detect_lists recognises bullet / ordinal items by their leading marker and left indent.
…batch Add text_blocks: paragraph & list grouping of OCR lines
Up to standards ✅🟢 Issues
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| Metric | Results |
|---|---|
| Complexity | 159 |
| Duplication | 0 |
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Release — round-13 tail (vision precision + grounding + layout)
Ships 4 net-new features (#384–#387, docs v171–v174) to
main, all merged todevCI-green (SonarCloud + Codacy issues=0 + Actions matrices + Docker headless). Each ships the full 5-layer surface + headless test + EN/Zh docs + changelog.flow_ordersits beside, not shadows,reading_order).Merge with
--merge(no branch delete;devstays the working branch).