Extract caption text policy
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@@ -443,6 +443,10 @@ Already isolated:
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`CaptionMetadataRouteRequest`, `CaptionMetadataRouteDependencies`, and
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`CaptionMetadataRoute`; `caption_naturalizer.py` keeps compatibility wrappers,
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profile handling, trigger behavior, and text fallback.
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- `caption_text_policy.py` owns caption sentence helpers, trigger wrapping,
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formatter-hint append, row-value fallback wrappers, cast text wrappers,
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single-caption front parsing, route dependency assembly, and caption metadata
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helper callbacks used by `caption_metadata_routes.py`.
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- metadata-family action labels from `action_family` and `position_family` via
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`caption_policy.py`.
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- shared row route metadata reads from `route_metadata.py`.
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@@ -21,9 +21,13 @@ When a result is wrong, first identify which layer owns the bad text:
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- Raw builder prompt already wrong: edit `prompt_builder.py` or the relevant
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`categories/*.json` pool/template.
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- Raw builder prompt acceptable, Krea2 output wrong: edit `krea_formatter.py`.
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- Raw builder prompt acceptable, SDXL tags wrong: edit `sdxl_formatter.py`.
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- Natural caption/training caption wrong: edit `caption_naturalizer.py`.
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- Raw builder prompt acceptable, Krea2 output wrong: inspect `krea_formatter.py`
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orchestration, then the owning Krea route/policy helper.
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- Raw builder prompt acceptable, SDXL tags wrong: inspect `sdxl_formatter.py`
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orchestration, then `sdxl_tag_policy.py` and `sdxl_tag_routes.py`.
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- Natural caption/training caption wrong: inspect `caption_naturalizer.py`
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orchestration, then `caption_text_policy.py`, `caption_policy.py`, and
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`caption_metadata_routes.py`.
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- UI/preview/loop behavior wrong: edit `__init__.py`, node family modules such
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as `node_builder.py`, `node_seed_resolution.py`, `node_camera.py`,
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`node_character.py`, `node_hardcore_position.py`, `node_formatter.py`,
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@@ -125,6 +129,7 @@ Core helper ownership:
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| `sdxl_presets.py` | SDXL formatter profiles, style presets, quality presets, default negative prompt, and metadata-family tag hints used by the SDXL formatter and node choice lists. |
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| `sdxl_tag_policy.py` | SDXL tag splitting, tag-key dedupe, count inference, character descriptor tags, metadata-family/camera/explicit helper tags, and route dependency assembly used by `sdxl_formatter.py` and `sdxl_tag_routes.py`. |
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| `caption_policy.py` | Caption naturalizer policy data and helpers: caption profiles, style tails, item labels, metadata-family caption labels, detail/style-policy normalization, clothing cleanup, and composition cleanup. |
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| `caption_text_policy.py` | Caption sentence helpers, trigger wrapping, formatter-hint append, row-value fallback wrappers, cast text wrappers, single-caption front parsing, and metadata-route dependency assembly used by `caption_naturalizer.py` and `caption_metadata_routes.py`. |
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## Node IO Map
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@@ -332,7 +337,8 @@ Edit targets:
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- Hardcore-specific expressions: usually `categories/sexual_poses.json` or named
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hardcore expression pools.
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- Character-level expression settings: slot config and `row_expression.py`.
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- Formatter expression wording: `krea_formatter.py` or `caption_naturalizer.py`.
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- Formatter expression wording: Krea route helpers, or `caption_text_policy.py`
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and `caption_metadata_routes.py` for natural captions.
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### Pose / Action
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@@ -742,9 +748,9 @@ Naturalizer field consumption:
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| Branch | Reads most from | Key functions |
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| --- | --- | --- |
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| Normal single/couple/group | subject fields, age/body, item, scene, expression, composition, camera scene | `caption_metadata_routes.single_from_row_result`, `caption_metadata_routes.couple_from_row_result`, `caption_metadata_routes.group_or_layout_from_row_result` |
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| Configured cast/hardcore | `cast_descriptor_text`, `action_family`, `position_family`, `role_graph`, `item`, `scene_text`, expression, composition | `caption_metadata_routes.configured_cast_from_row_result`, `_metadata_action_label` |
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| Configured cast/hardcore | `cast_descriptor_text`, `action_family`, `position_family`, `role_graph`, `item`, `scene_text`, expression, composition | `caption_metadata_routes.configured_cast_from_row_result`, `caption_text_policy.metadata_action_label` |
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| Insta/OF pair | `softcore_row`, `hardcore_row`, pair options and continuity | `caption_metadata_routes.insta_of_pair_from_row_result` |
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| Text fallback | `caption` or `prompt` text | `_text_to_prose` |
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| Text fallback | `caption` or `prompt` text | `caption_naturalizer._text_to_prose`, with sentence helpers delegated to `caption_text_policy.py` |
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### Final Text Hygiene
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