Add SDXL formatter profiles

README.md

@@ -421,6 +421,22 @@ partitions, counters, or office rows are kept visible. In male-POV setups this
 becomes a first-person spatial description and the external camera sentence is
 suppressed.
 
+`SxCP SDXL Formatter` rewrites prompt builder output or `metadata_json` into
+comma-tag SDXL/Pony-style prompts. Connect `metadata_json` when possible so
+character, camera, outfit, and action metadata stay available to the tag route.
+
+SDXL formatter controls:
+
+- `formatter_profile`: `manual_controls` keeps `style_preset` and
+  `quality_preset` authoritative. `pony_flat_vector`, `sdxl_photo`, and
+  `flat_vector` apply coherent formatter defaults.
+- `style_preset`: positive style anchor such as `flat_vector_pony`,
+  `flat_vector`, or `photographic`.
+- `quality_preset`: quality/score tail such as `pony_high` or `sdxl_high`.
+- `trigger` and `prepend_trigger_to_prompt`: explicit model/LoRA trigger
+  placement for SDXL-style workflows.
+- `custom_style` and `custom_quality`: override the selected preset text.
+
 `SxCP Caption Naturalizer` rewrites tag-like captions or labeled prompts into
 more natural language. Connect the prompt builder's `metadata_json` output to
 `source_text` for the cleanest result. You can also connect `caption` or

__init__.py

@@ -301,6 +301,7 @@ NODE_INPUT_TOOLTIPS = {
     },
     "SxCPSDXLFormatter": {
         "metadata_json": "Best input for SDXL tag formatting because it preserves cast, camera, outfit, and explicit action metadata.",
+        "formatter_profile": "High-level formatter defaults. manual_controls keeps style_preset and quality_preset authoritative.",
         "style_preset": "Positive style anchor preset. flat_vector_pony matches the old SDXL tag style.",
         "quality_preset": "Quality/score tag tail for SDXL or Pony-style checkpoints.",
         "custom_style": "Optional replacement for the style preset. Leave empty to use style_preset.",

docs/prompt-architecture-improvement-plan.md

@@ -288,10 +288,12 @@ Keep here:
 - shared formatter input parsing from `formatter_input.py`.
 - style presets, quality presets, default negative prompt, and action/position
   family tag hints from `sdxl_presets.py`.
+- formatter profiles for manual controls, Pony flat-vector, SDXL photo, and
+  plain flat-vector styles live in `sdxl_presets.py` and are exposed by
+  `SxCP SDXL Formatter`.
 
 Improve later:
 
-- add formatter profiles for Pony, SDXL photo, and flat vector;
 - make fallback cleanup use the shared field-label inventory.
 
 ### Naturalizer Path

docs/prompt-pool-routing-map.md

@@ -96,7 +96,7 @@ Core helper ownership:
 | `prompt_hygiene.py` | Generic prompt, caption, and negative-prompt cleanup. |
 | `row_normalization.py` | Final prompt-row and pair metadata normalization: trigger prepending, extra-positive append, negative merge/dedupe, caption-part joining, and embedded soft/hard row sanitation. |
 | `formatter_input.py` | Shared formatter input parsing: text cleanup, metadata/source JSON detection, trigger-prefix stripping, shared prompt field-label inventory, `Avoid:` splitting, prompt-field extraction, and metadata row-value fallback. |
-| `sdxl_presets.py` | SDXL style presets, quality presets, default negative prompt, and metadata-family tag hints used by the SDXL formatter and node choice lists. |
+| `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. |
 | `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. |
 
 ## Node IO Map
@@ -651,8 +651,8 @@ not parse metadata. That is a wiring/input-hint issue, not a prompt pool issue.
 - Normal metadata row: `_row_core_tags`.
 - Plain text fallback: `_fallback_text_to_sdxl`.
 
-Use this route for style triggers, weighted tag style, nude weighting, and Pony /
+Use this route for style triggers, weighted tag style, nude weighting, formatter
-SDXL quality/style presets.
+profiles, and Pony / SDXL quality/style presets.
 
 SDXL field consumption:
 

node_formatter.py

@@ -4,12 +4,22 @@ try:
     from .caption_naturalizer import naturalize_caption
     from .caption_policy import caption_profile_choices
     from .krea_formatter import format_krea2_prompt
-    from .sdxl_formatter import format_sdxl_prompt, sdxl_quality_preset_choices, sdxl_style_preset_choices
+    from .sdxl_formatter import (
+        format_sdxl_prompt,
+        sdxl_formatter_profile_choices,
+        sdxl_quality_preset_choices,
+        sdxl_style_preset_choices,
+    )
 except ImportError:  # Allows local smoke tests from the repository root.
     from caption_naturalizer import naturalize_caption
     from caption_policy import caption_profile_choices
     from krea_formatter import format_krea2_prompt
-    from sdxl_formatter import format_sdxl_prompt, sdxl_quality_preset_choices, sdxl_style_preset_choices
+    from sdxl_formatter import (
+        format_sdxl_prompt,
+        sdxl_formatter_profile_choices,
+        sdxl_quality_preset_choices,
+        sdxl_style_preset_choices,
+    )
 
 
 class SxCPCaptionNaturalizer:
@@ -138,6 +148,7 @@ class SxCPSDXLFormatter:
                 "source_text": ("STRING", {"default": "", "multiline": True}),
                 "input_hint": (["auto", "metadata_json", "prompt"], {"default": "auto"}),
                 "target": (["auto", "single", "softcore", "hardcore"], {"default": "auto"}),
+                "formatter_profile": (sdxl_formatter_profile_choices(), {"default": "manual_controls"}),
                 "style_preset": (sdxl_style_preset_choices(), {"default": "flat_vector_pony"}),
                 "quality_preset": (sdxl_quality_preset_choices(), {"default": "pony_high"}),
                 "trigger": ("STRING", {"default": "mythp0rt", "multiline": False}),
@@ -174,6 +185,7 @@ class SxCPSDXLFormatter:
         source_text,
         input_hint,
         target,
+        formatter_profile,
         style_preset,
         quality_preset,
         trigger,
@@ -195,6 +207,7 @@ class SxCPSDXLFormatter:
             negative_prompt=negative_prompt or "",
             input_hint=input_hint,
             target=target,
+            formatter_profile=formatter_profile,
             style_preset=style_preset,
             quality_preset=quality_preset,
             trigger=trigger,

sdxl_formatter.py

@@ -23,6 +23,7 @@ TRIGGER_CANDIDATES = (
 
 SDXL_STYLE_PRESETS = sdxl_policy.SDXL_STYLE_PRESETS
 SDXL_QUALITY_PRESETS = sdxl_policy.SDXL_QUALITY_PRESETS
+SDXL_FORMATTER_PROFILES = sdxl_policy.SDXL_FORMATTER_PROFILES
 SDXL_DEFAULT_NEGATIVE = sdxl_policy.SDXL_DEFAULT_NEGATIVE
 SDXL_ACTION_FAMILY_TAGS = sdxl_policy.SDXL_ACTION_FAMILY_TAGS
 SDXL_POSITION_FAMILY_TAGS = sdxl_policy.SDXL_POSITION_FAMILY_TAGS
@@ -38,6 +39,10 @@ def sdxl_quality_preset_choices() -> list[str]:
     return sdxl_policy.sdxl_quality_preset_choices()
 
 
+def sdxl_formatter_profile_choices() -> list[str]:
+    return sdxl_policy.sdxl_formatter_profile_choices()
+
+
 def _clean(value: Any) -> str:
     return input_policy.clean_text(value)
 
@@ -436,9 +441,13 @@ def format_sdxl_prompt(
     custom_quality: str = "",
     extra_positive: str = "",
     extra_negative: str = "",
+    formatter_profile: str = "manual_controls",
 ) -> dict[str, str]:
-    style_preset = sdxl_policy.normalize_style_preset(style_preset)
+    style_preset, quality_preset = sdxl_policy.apply_formatter_profile(
-    quality_preset = sdxl_policy.normalize_quality_preset(quality_preset)
+        formatter_profile,
+        style_preset=style_preset,
+        quality_preset=quality_preset,
+    )
     target = target if target in ("auto", "single", "softcore", "hardcore") else "auto"
     nude_weight = max(0.1, min(3.0, float(nude_weight)))
     row, method = _row_from_inputs(source_text, metadata_json, input_hint)

sdxl_presets.py

@@ -3,6 +3,7 @@ from __future__ import annotations
 
 DEFAULT_STYLE_PRESET = "flat_vector_pony"
 DEFAULT_QUALITY_PRESET = "pony_high"
+DEFAULT_FORMATTER_PROFILE = "manual_controls"
 
 SDXL_STYLE_PRESETS = {
     "flat_vector_pony": "(skindentation:1.25), (flat color:2.0), no lineart, no outline, Flat vector",
@@ -21,6 +22,22 @@ SDXL_QUALITY_PRESETS = {
     "none": "",
 }
 
+SDXL_FORMATTER_PROFILES = {
+    "manual_controls": {},
+    "pony_flat_vector": {
+        "style_preset": "flat_vector_pony",
+        "quality_preset": "pony_high",
+    },
+    "sdxl_photo": {
+        "style_preset": "photographic",
+        "quality_preset": "sdxl_high",
+    },
+    "flat_vector": {
+        "style_preset": "flat_vector",
+        "quality_preset": "sdxl_high",
+    },
+}
+
 SDXL_DEFAULT_NEGATIVE = (
     "worst quality, low quality, normal quality, lowres, bad anatomy, bad hands, "
     "extra fingers, missing fingers, fused fingers, deformed, disfigured, malformed body, "
@@ -58,9 +75,30 @@ def sdxl_quality_preset_choices() -> list[str]:
     return list(SDXL_QUALITY_PRESETS)
 
 
+def sdxl_formatter_profile_choices() -> list[str]:
+    return list(SDXL_FORMATTER_PROFILES)
+
+
 def normalize_style_preset(value: str) -> str:
     return value if value in SDXL_STYLE_PRESETS else DEFAULT_STYLE_PRESET
 
 
 def normalize_quality_preset(value: str) -> str:
     return value if value in SDXL_QUALITY_PRESETS else DEFAULT_QUALITY_PRESET
+
+
+def normalize_formatter_profile(value: str) -> str:
+    return value if value in SDXL_FORMATTER_PROFILES else DEFAULT_FORMATTER_PROFILE
+
+
+def apply_formatter_profile(
+    formatter_profile: str,
+    *,
+    style_preset: str,
+    quality_preset: str,
+) -> tuple[str, str]:
+    profile = SDXL_FORMATTER_PROFILES[normalize_formatter_profile(formatter_profile)]
+    return (
+        normalize_style_preset(profile.get("style_preset", style_preset)),
+        normalize_quality_preset(profile.get("quality_preset", quality_preset)),
+    )

tools/prompt_smoke.py

@@ -1034,14 +1034,41 @@ def smoke_sdxl_presets_policy() -> None:
         sdxl_formatter.SDXL_QUALITY_PRESETS is sdxl_presets.SDXL_QUALITY_PRESETS,
         "SDXL formatter quality presets should delegate to sdxl_presets",
     )
+    _expect(
+        sdxl_formatter.SDXL_FORMATTER_PROFILES is sdxl_presets.SDXL_FORMATTER_PROFILES,
+        "SDXL formatter profiles should delegate to sdxl_presets",
+    )
     _expect(
         sdxl_formatter.SDXL_ACTION_FAMILY_TAGS is sdxl_presets.SDXL_ACTION_FAMILY_TAGS,
         "SDXL formatter action-family tags should delegate to sdxl_presets",
     )
+    _expect("sdxl_photo" in sdxl_presets.sdxl_formatter_profile_choices(), "SDXL profile choices lost sdxl_photo")
     _expect("flat_vector_pony" in sdxl_presets.sdxl_style_preset_choices(), "SDXL style preset choices lost default")
     _expect("pony_high" in sdxl_presets.sdxl_quality_preset_choices(), "SDXL quality preset choices lost default")
+    _expect(
+        sdxl_presets.normalize_formatter_profile("bad") == sdxl_presets.DEFAULT_FORMATTER_PROFILE,
+        "SDXL invalid profile fallback changed",
+    )
     _expect(sdxl_presets.normalize_style_preset("bad") == sdxl_presets.DEFAULT_STYLE_PRESET, "SDXL invalid style fallback changed")
     _expect(sdxl_presets.normalize_quality_preset("bad") == sdxl_presets.DEFAULT_QUALITY_PRESET, "SDXL invalid quality fallback changed")
+    _expect(
+        sdxl_presets.apply_formatter_profile(
+            "sdxl_photo",
+            style_preset="flat_vector_pony",
+            quality_preset="pony_high",
+        )
+        == ("photographic", "sdxl_high"),
+        "SDXL photo profile overrides changed",
+    )
+    _expect(
+        sdxl_presets.apply_formatter_profile(
+            "manual_controls",
+            style_preset="flat_vector",
+            quality_preset="none",
+        )
+        == ("flat_vector", "none"),
+        "SDXL manual profile should preserve explicit controls",
+    )
 
     row = _fixture_hardcore_row(
         action_family="oral",
@@ -1063,6 +1090,18 @@ def smoke_sdxl_presets_policy() -> None:
     _expect_trigger_once("sdxl_presets.formatted_prompt", formatted.get("sdxl_prompt"), SdxlTrigger)
     _expect("Flat vector" in formatted.get("sdxl_prompt", ""), "SDXL invalid style did not fall back to default preset")
     _expect("score_9" in formatted.get("sdxl_prompt", ""), "SDXL invalid quality did not fall back to default preset")
+    profiled = sdxl_formatter.format_sdxl_prompt(
+        _json(row),
+        input_hint="auto",
+        formatter_profile="sdxl_photo",
+        style_preset="flat_vector_pony",
+        quality_preset="pony_high",
+        trigger=SdxlTrigger,
+        prepend_trigger=True,
+    )
+    profiled_prompt = profiled.get("sdxl_prompt", "")
+    _expect("realistic photo" in profiled_prompt, "SDXL photo profile did not apply photographic style")
+    _expect("score_9" not in profiled_prompt, "SDXL photo profile should switch away from Pony score quality tail")
 
 
 def smoke_hardcore_position_config_policy() -> None:
@@ -2824,6 +2863,7 @@ def smoke_node_formatter_registration() -> None:
         "A woman standing by a window",
         "prompt",
         "single",
+        "manual_controls",
         "flat_vector_pony",
         "pony_high",
         "mythp0rt",
@@ -2835,6 +2875,9 @@ def smoke_node_formatter_registration() -> None:
     _expect_trigger_once("node_formatter.sdxl_prompt", sdxl_output[0], "mythp0rt")
     _expect_text("node_formatter.sdxl_negative", sdxl_output[1], 20)
     _expect(sdxl_output[6].startswith("text("), "SDXL Formatter method changed unexpectedly")
+    sdxl_inputs = sxcp_nodes.NODE_CLASS_MAPPINGS["SxCPSDXLFormatter"].INPUT_TYPES().get("required") or {}
+    _expect("formatter_profile" in sdxl_inputs, "SDXL Formatter lost formatter_profile input")
+    _expect("tooltip" in sdxl_inputs["formatter_profile"][1], "SDXL formatter_profile tooltip injection missing")
 
 
 def smoke_node_insta_registration() -> None: