Consume formatter hints
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@@ -338,7 +338,9 @@ Keep here:
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- optional object-style item templates with route metadata such as
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`action_family`, `action_type`, `position_family`, `family`, `position_key`,
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`position_keys`, and `formatter_hint`; string templates remain valid and fall
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back to Python inference.
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back to Python inference. Normalized formatter hints are routed into Krea,
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SDXL, and caption naturalization through `all` plus the matching formatter
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route only.
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Improve later:
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@@ -222,7 +222,8 @@ Important JSON keys:
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`position_family`, `family`, `position_key`, `position_keys`, and
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`formatter_hint`. Formatter hints may be a string/list for all routes or a
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map keyed by `krea`, `sdxl`, or `caption`; aliases such as `krea2` and
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`training_caption` are normalized by `category_template_metadata.py`.
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`training_caption` are normalized by `category_template_metadata.py` and
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consumed only by the matching formatter route plus the shared `all` route.
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- `axes`: values used to fill `item_templates`.
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- `scene_pool` / `scene_pools` or direct `scenes`: location road.
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- `expression_pool` / `expression_pools` or direct `expressions`: expression road.
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@@ -452,7 +453,7 @@ plain prompt text. When debugging, inspect these fields before editing pools.
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| `item` | `_compose_item` or Insta override | Krea/SDXL/Naturalizer | Clothing item, category item, or sexual scene/action text. |
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| `item_axis_values` | `_compose_item` | Krea hardcore rewrite, SDXL tags | Filled template axes such as position/action/detail values. |
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| `item_template_metadata` | `_compose_item` | Debug, Krea/SDXL/Naturalizer route metadata | Optional metadata from object-style item templates; currently used to prefer explicit action/position families and keys before inference. |
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| `formatter_hints` | `category_template_metadata.formatter_hints` | Debug/future formatter specialization | Normalized route-specific hints from object-style item templates, keyed by `all`, `krea`, `sdxl`, or `caption`. |
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| `formatter_hints` | `category_template_metadata.formatter_hints` | Krea/SDXL/Naturalizer route specialization, debug | Normalized route-specific hints from object-style item templates, keyed by `all`, `krea`, `sdxl`, or `caption`; each formatter consumes `all` plus its own route only. |
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| `action_family` | `item_template_metadata` or `hardcore_action_metadata.source_hardcore_action_family` | Krea hardcore rewrite, SDXL tags, natural captions, debug | Source-aware formatter semantic family such as `foreplay`, `outercourse`, `oral`, `penetration`, `toy_double`, or `climax`. |
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| `position_family` | `item_template_metadata` or `_hardcore_source_position_family` | Debug/filtering | Source/UI hardcore family selected by template metadata or subcategory, such as `manual`, `interaction`, `oral`, `anal`, or `climax`. |
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| `position_key`, `position_keys` | `item_template_metadata` plus `_hardcore_position_keys` | Debug/future filters | Concrete position tokens from object-template metadata and inferred axes/role text, such as `kneeling`, `doggy`, `boobjob`, or `open_thighs`. |
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