diff --git a/docs/capabilities/comfyui-skill.md b/docs/capabilities/comfyui-skill.md
index 3c323d5a..64b64cef 100644
--- a/docs/capabilities/comfyui-skill.md
+++ b/docs/capabilities/comfyui-skill.md
@@ -299,8 +299,8 @@ res = comfyui_generate_mixed_oneshot(
     checkpoint="dreamshaper_8.safetensors",
     capabilities={
         "loras": [
-            {"name": "3d_render_redmond_sd15.safetensors", "strength_model": 0.9},
-            {"name": "detail_tweaker_sd15.safetensors", "strength_model": 0.5, "strength_clip": 0.5},
+            {"name": "SD15_3d_render_redmond.safetensors", "strength_model": 0.9},
+            {"name": "SD15_detail_tweaker.safetensors", "strength_model": 0.5, "strength_clip": 0.5},
         ],
         "facedetailer": {"denoise": 0.45},
         # "ipadapter": {"ref_image": "face.png", "mode": "faceid"},  # se activa con solo añadirla
diff --git a/docs/capabilities/gamedev-2d.md b/docs/capabilities/gamedev-2d.md
index eff1e83d..67177ea7 100644
--- a/docs/capabilities/gamedev-2d.md
+++ b/docs/capabilities/gamedev-2d.md
@@ -33,9 +33,9 @@ VFX (ver `reports/0143`).
 
 | ID | Firma corta | Qué hace |
 |---|---|---|
-| `comfyui_build_pixelart_workflow_py_ml` | `(positive, negative=…, *, ckpt_name="juggernaut_xl_v11…", pixel_lora="pixel-art-xl…", use_lcm=True, …) -> dict` | Fase 1 pixel-art: SDXL + LoRA pixel-art-xl (+ LCM 8 steps). El pixel-perfect es post (`comfyui_pixelize_image`). |
+| `comfyui_build_pixelart_workflow_py_ml` | `(positive, negative=…, *, ckpt_name="juggernaut_xl_v11…", pixel_lora="SDXL_pixel-art…", use_lcm=True, …) -> dict` | Fase 1 pixel-art: SDXL + LoRA SDXL_pixel-art (+ LCM 8 steps). El pixel-perfect es post (`comfyui_pixelize_image`). |
 | `comfyui_build_seamless_tile_workflow_py_ml` | `(positive, negative="", *, tiling="enable", copy_model="Make a copy", circular_vae=True, material_lora=None, …) -> dict` | Textura tileable: `SeamlessTile` (Conv2d circular) + `CircularVAEDecode`. Coste VRAM ≈0. |
-| `comfyui_build_isometric_workflow_py_ml` | `(positive, negative=…, *, iso_lora="isometric_game_assets_sd15…", grid_image=None, …) -> dict` | Asset iso 2:1: LoRA iso + ControlNet grid opcional. |
+| `comfyui_build_isometric_workflow_py_ml` | `(positive, negative=…, *, iso_lora="SD15_isometric_game_assets…", grid_image=None, …) -> dict` | Asset iso 2:1: LoRA iso + ControlNet grid opcional. |
 | `comfyui_build_sprite_sheet_workflow_py_ml` | `(subject, *, ref_image=None, pose_skeleton=None, char_lora=None, transparent=True, …) -> dict` | UN sprite de personaje: IPAdapter-FaceID + LoRA + ControlNet OpenPose (Advanced, end<1) + Rembg. Varias poses → sheet. SD1.5. |
 | `comfyui_build_vfx_spritesheet_workflow_py_ml` | `(prompt, *, motion_model="mm_sd_v15_v2.ckpt", num_frames=16, closed_loop=True, lora=None, …) -> dict` | N frames AnimateDiff loop sobre negro (insumo de luma→alpha). 8GB: 16f@512² revienta, usar ≤8f@512² o bajar resolución. |
 | `comfyui_build_item_icon_workflow_py_ml` | `(item, *, style="game icon, clean, centered", checkpoint="dreamshaper_8…", size=512, transparent=True, lora=None, …) -> dict` | UN icono de item de inventario (espada/poción/anillo/libro/escudo): txt2img cuadrado + prompt scaffold de icono + LoRA estilo opcional + Rembg (alpha). Set coherente = mismo style/checkpoint/lora por item. SD1.5. |
@@ -150,7 +150,7 @@ firmas. Extensible: añadir un estilo = una entrada en `_PRESETS`.
 
 | ID | Firma corta | Qué hace |
 |---|---|---|
-| `comfyui_get_gamedev_style_preset_py_ml` | `(name=None) -> dict` | Devuelve la receta de un STYLE PRESET curado o el catálogo si `name=None`. Receta = `{subject_prefix, subject_suffix, style, negative, checkpoint, lora, lora_strength, size, transparent, post, notes}`. Pura, copias profundas. **6 estilos**: **gameboy** (sin LoRA → prompt + post `pixelize` paleta `game-boy` 4 tonos verde), **ghibli** (degrada a `watercolor_style_sd15` gratis instalado + prompt; no hay LoRA Ghibli dedicado ni se descargó nada gated), **pixel-art-retro** (reutiliza `pixel-art-xl` SDXL ya instalado → checkpoint `juggernaut_xl_v11` + size 768 + post `pixelize` 16 colores), **cyberpunk-neon** (prompt puro SD1.5, glow magenta/cyan, sin post), **low-poly-flat** (prompt puro SD1.5, facetas/flat shading PS1, sin post, transparent), **cartoon-cel-shaded** (LoRA `anime_style_box_sd15` 0.7 + prompt cel-shaded, sin post, transparent). Extensible: añadir un estilo = una entrada en `_PRESETS`. |
+| `comfyui_get_gamedev_style_preset_py_ml` | `(name=None) -> dict` | Devuelve la receta de un STYLE PRESET curado o el catálogo si `name=None`. Receta = `{subject_prefix, subject_suffix, style, negative, checkpoint, lora, lora_strength, size, transparent, post, notes}`. Pura, copias profundas. **6 estilos**: **gameboy** (sin LoRA → prompt + post `pixelize` paleta `game-boy` 4 tonos verde), **ghibli** (degrada a `SD15_watercolor_style` gratis instalado + prompt; no hay LoRA Ghibli dedicado ni se descargó nada gated), **pixel-art-retro** (reutiliza `SDXL_pixel-art` SDXL ya instalado → checkpoint `juggernaut_xl_v11` + size 768 + post `pixelize` 16 colores), **cyberpunk-neon** (prompt puro SD1.5, glow magenta/cyan, sin post), **low-poly-flat** (prompt puro SD1.5, facetas/flat shading PS1, sin post, transparent), **cartoon-cel-shaded** (LoRA `SD15_anime_style_box` 0.7 + prompt cel-shaded, sin post, transparent). Extensible: añadir un estilo = una entrada en `_PRESETS`. |
 | `comfyui_apply_style_preset_py_ml` | `(preset, subject, *, style=None, negative=None) -> dict` | Traduce un preset + un `subject` a `{name, subject (con prefijo/sufijo), builder_kwargs={style,checkpoint,lora,lora_strength,negative}, size, transparent, post}`. Los `builder_kwargs` hacen `**spread` directo en cualquier builder de sujeto; `size`/`transparent` van aparte (recomendaciones); el caller aplica `post["pixelize"]` al PNG si existe. Pura, no muta el preset; `negative` se mergea (no reemplaza). |
 
 **Ejemplo canónico (mismo subject, look del juego entero):**
@@ -184,7 +184,7 @@ gameboy 4 colores verde (`prompt_id 0657e3e3`), ghibli 78 552 colores acuarela
 visiblemente distintos y coherentes. **Gotcha**: en el flujo manual de arriba el `post` no
 se aplica solo (el caller llama `comfyui_pixelize_image`) — para evitarlo usa el pipeline
 one-shot `comfyui_generate_styled_asset_oneshot` (abajo), que auto-aplica el post. El LoRA y
-el checkpoint deben casar de base (pixel-art-xl es SDXL → exige juggernaut); OOM en 8 GB →
+el checkpoint deben casar de base (SDXL_pixel-art es SDXL → exige juggernaut); OOM en 8 GB →
 bajar `size`, NO matar procesos.
 
 ## Pipelines one-shot (`gamedev-2d`, impuros)
@@ -236,7 +236,7 @@ from pipelines.comfyui_export_asset_to_godot import comfyui_export_asset_to_godo
 OUT = os.path.expanduser("~/ComfyUI/output")
 PROJ = os.path.expanduser("~/gamedev/projects/crossy_road")
 
-# 1. Pixelizar un sprite crudo (SDXL+pixel-art-xl) a 16 colores
+# 1. Pixelizar un sprite crudo (SDXL+SDXL_pixel-art) a 16 colores
 px = comfyui_pixelize_image(f"{OUT}/hero_00001_.png", "/tmp/hero_pixel.png",
                             downscale=8, colors=16)
 
diff --git a/python/functions/ml/comfyui_apply_style_preset_test.py b/python/functions/ml/comfyui_apply_style_preset_test.py
index 992c3f87..add02d5a 100644
--- a/python/functions/ml/comfyui_apply_style_preset_test.py
+++ b/python/functions/ml/comfyui_apply_style_preset_test.py
@@ -41,7 +41,7 @@ def test_golden_kwargs_spreadable_into_builder():
     assert "KSampler" in cls
     # El LoRA watercolor del preset aparece en el grafo.
     loras = [n for n in wf.values() if n["class_type"] == "LoraLoader"]
-    assert loras and loras[0]["inputs"]["lora_name"] == "watercolor_style_sd15.safetensors"
+    assert loras and loras[0]["inputs"]["lora_name"] == "SD15_watercolor_style.safetensors"
 
 
 def test_edge_style_override():
diff --git a/python/functions/ml/comfyui_build_achievement_badge_workflow.md b/python/functions/ml/comfyui_build_achievement_badge_workflow.md
index 7411656f..2df378fe 100644
--- a/python/functions/ml/comfyui_build_achievement_badge_workflow.md
+++ b/python/functions/ml/comfyui_build_achievement_badge_workflow.md
@@ -30,7 +30,7 @@ params:
   - name: seed
     desc: "Semilla del KSampler. Fija el mismo seed en la familia de tiers del mismo logro para que coincidan en composicion. keyword-only."
   - name: lora
-    desc: "LoRA de estilo opcional en models/loras (ej. 'detail_tweaker_sd15.safetensors'). None = sin LoRA. keyword-only."
+    desc: "LoRA de estilo opcional en models/loras (ej. 'SD15_detail_tweaker.safetensors'). None = sin LoRA. keyword-only."
   - name: lora_strength
     desc: "Fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0]. keyword-only."
   - name: rembg_model
diff --git a/python/functions/ml/comfyui_build_achievement_badge_workflow.py b/python/functions/ml/comfyui_build_achievement_badge_workflow.py
index 6d0766fa..229351b0 100644
--- a/python/functions/ml/comfyui_build_achievement_badge_workflow.py
+++ b/python/functions/ml/comfyui_build_achievement_badge_workflow.py
@@ -169,7 +169,7 @@ def comfyui_build_achievement_badge_workflow(
         seed: semilla del KSampler. Fija el mismo seed en la familia de tiers del mismo
             logro para que coincidan en composicion. keyword-only.
         lora: LoRA de estilo opcional en models/loras (ej.
-            'detail_tweaker_sd15.safetensors'). None = sin LoRA. keyword-only.
+            'SD15_detail_tweaker.safetensors'). None = sin LoRA. keyword-only.
         lora_strength: fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0].
             keyword-only.
         rembg_model: modelo Rembg ('u2net' general, 'isnet-anime' para anime). Solo se
diff --git a/python/functions/ml/comfyui_build_achievement_badge_workflow_test.py b/python/functions/ml/comfyui_build_achievement_badge_workflow_test.py
index 273ffb9c..464ee660 100644
--- a/python/functions/ml/comfyui_build_achievement_badge_workflow_test.py
+++ b/python/functions/ml/comfyui_build_achievement_badge_workflow_test.py
@@ -131,11 +131,11 @@ def test_edge_badge_reflected():
 def test_edge_lora_injected():
     """lora -> LoraLoader presente con la fuerza dada."""
     wf = comfyui_build_achievement_badge_workflow(
-        "collector", lora="detail_tweaker_sd15.safetensors", lora_strength=0.8
+        "collector", lora="SD15_detail_tweaker.safetensors", lora_strength=0.8
     )
     loras = [n for n in wf.values() if n["class_type"] == "LoraLoader"]
     assert len(loras) == 1
-    assert loras[0]["inputs"]["lora_name"] == "detail_tweaker_sd15.safetensors"
+    assert loras[0]["inputs"]["lora_name"] == "SD15_detail_tweaker.safetensors"
     assert loras[0]["inputs"]["strength_model"] == pytest.approx(0.8)
 
 
diff --git a/python/functions/ml/comfyui_build_asset_variant_workflow.md b/python/functions/ml/comfyui_build_asset_variant_workflow.md
index 7e076c83..0af48c76 100644
--- a/python/functions/ml/comfyui_build_asset_variant_workflow.md
+++ b/python/functions/ml/comfyui_build_asset_variant_workflow.md
@@ -29,7 +29,7 @@ params:
   - name: seed
     desc: "Semilla del KSampler. keyword-only."
   - name: lora
-    desc: "LoRA de estilo opcional en models/loras (ej. 'dark_fantasy_sd15.safetensors'). None = sin LoRA. keyword-only."
+    desc: "LoRA de estilo opcional en models/loras (ej. 'SD15_dark_fantasy.safetensors'). None = sin LoRA. keyword-only."
   - name: lora_strength
     desc: "Fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0]. keyword-only."
   - name: upscale_method
diff --git a/python/functions/ml/comfyui_build_asset_variant_workflow.py b/python/functions/ml/comfyui_build_asset_variant_workflow.py
index 7cdb4733..ecf90a53 100644
--- a/python/functions/ml/comfyui_build_asset_variant_workflow.py
+++ b/python/functions/ml/comfyui_build_asset_variant_workflow.py
@@ -154,7 +154,7 @@ def comfyui_build_asset_variant_workflow(
             deformar). 512 por defecto (SD1.5). keyword-only.
         seed: semilla del KSampler. keyword-only.
         lora: LoRA de estilo opcional en models/loras (ej.
-            'dark_fantasy_sd15.safetensors'). None = sin LoRA. keyword-only.
+            'SD15_dark_fantasy.safetensors'). None = sin LoRA. keyword-only.
         lora_strength: fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0].
             keyword-only.
         upscale_method: metodo del ImageScale ('lanczos', 'bilinear', 'bicubic',
diff --git a/python/functions/ml/comfyui_build_card_art_workflow.md b/python/functions/ml/comfyui_build_card_art_workflow.md
index 379f2d39..e94ff3ec 100644
--- a/python/functions/ml/comfyui_build_card_art_workflow.md
+++ b/python/functions/ml/comfyui_build_card_art_workflow.md
@@ -30,7 +30,7 @@ params:
   - name: seed
     desc: "Semilla del KSampler (y de la pasada hires). Misma seed + mismo subject -> misma ilustracion. keyword-only."
   - name: lora
-    desc: "LoRA de estilo opcional en models/loras (ej. 'detail_tweaker_sd15.safetensors', 'anime_style_xl.safetensors'). None = sin LoRA. Encadena estilo coherente entre cartas. keyword-only."
+    desc: "LoRA de estilo opcional en models/loras (ej. 'SD15_detail_tweaker.safetensors', 'SDXL_anime_style.safetensors'). None = sin LoRA. Encadena estilo coherente entre cartas. keyword-only."
   - name: lora_strength
     desc: "Fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0]. keyword-only."
   - name: negative
diff --git a/python/functions/ml/comfyui_build_card_art_workflow.py b/python/functions/ml/comfyui_build_card_art_workflow.py
index 794cc07c..d0e1a3c0 100644
--- a/python/functions/ml/comfyui_build_card_art_workflow.py
+++ b/python/functions/ml/comfyui_build_card_art_workflow.py
@@ -113,7 +113,7 @@ def comfyui_build_card_art_workflow(
         seed: semilla del KSampler (y de la pasada hires). Misma seed + mismo
             subject -> misma ilustracion. keyword-only.
         lora: LoRA de estilo opcional en models/loras (ej.
-            'detail_tweaker_sd15.safetensors', 'anime_style_xl.safetensors'). None =
+            'SD15_detail_tweaker.safetensors', 'SDXL_anime_style.safetensors'). None =
             sin LoRA. Encadena estilo coherente entre cartas. keyword-only.
         lora_strength: fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0].
             keyword-only.
diff --git a/python/functions/ml/comfyui_build_card_art_workflow_test.py b/python/functions/ml/comfyui_build_card_art_workflow_test.py
index 0e84c8da..4638a7bd 100644
--- a/python/functions/ml/comfyui_build_card_art_workflow_test.py
+++ b/python/functions/ml/comfyui_build_card_art_workflow_test.py
@@ -94,13 +94,13 @@ def test_edge_card_style_in_prompt():
 def test_edge_lora_reflected():
     wf = comfyui_build_card_art_workflow(
         "a phoenix",
-        lora="detail_tweaker_sd15.safetensors",
+        lora="SD15_detail_tweaker.safetensors",
         lora_strength=0.9,
         hires=False,
     )
     loras = _by_class(wf, "LoraLoader")
     assert len(loras) == 1
-    assert loras[0]["inputs"]["lora_name"] == "detail_tweaker_sd15.safetensors"
+    assert loras[0]["inputs"]["lora_name"] == "SD15_detail_tweaker.safetensors"
     assert loras[0]["inputs"]["strength_model"] == 0.9
     # Con lora el KSampler.model ya NO viene del checkpoint directo.
     ksampler = _by_class(wf, "KSampler")[0]
diff --git a/python/functions/ml/comfyui_build_decal_overlay_workflow_test.py b/python/functions/ml/comfyui_build_decal_overlay_workflow_test.py
index df40ed84..64630ad0 100644
--- a/python/functions/ml/comfyui_build_decal_overlay_workflow_test.py
+++ b/python/functions/ml/comfyui_build_decal_overlay_workflow_test.py
@@ -114,11 +114,11 @@ def test_edge_negative_isolates_decal():
 
 def test_edge_lora_reflected():
     wf = comfyui_build_decal_overlay_workflow(
-        "rust stain", lora="grunge_sd15.safetensors", lora_strength=0.8
+        "rust stain", lora="SD15_grunge.safetensors", lora_strength=0.8
     )
     loras = _by_class(wf, "LoraLoader")
     assert len(loras) == 1
-    assert loras[0]["inputs"]["lora_name"] == "grunge_sd15.safetensors"
+    assert loras[0]["inputs"]["lora_name"] == "SD15_grunge.safetensors"
     assert loras[0]["inputs"]["strength_model"] == 0.8
 
 
@@ -132,9 +132,9 @@ def test_error_empty_decal():
 
 def test_determinism():
     a = comfyui_build_decal_overlay_workflow(
-        "blood splatter", on_black=True, lora="grunge_sd15.safetensors", seed=7
+        "blood splatter", on_black=True, lora="SD15_grunge.safetensors", seed=7
     )
     b = comfyui_build_decal_overlay_workflow(
-        "blood splatter", on_black=True, lora="grunge_sd15.safetensors", seed=7
+        "blood splatter", on_black=True, lora="SD15_grunge.safetensors", seed=7
     )
     assert a == b
diff --git a/python/functions/ml/comfyui_build_dialogue_box_workflow.md b/python/functions/ml/comfyui_build_dialogue_box_workflow.md
index d2c27a89..8974f163 100644
--- a/python/functions/ml/comfyui_build_dialogue_box_workflow.md
+++ b/python/functions/ml/comfyui_build_dialogue_box_workflow.md
@@ -30,7 +30,7 @@ params:
   - name: seed
     desc: "Semilla del KSampler. keyword-only."
   - name: lora
-    desc: "LoRA de estilo opcional en models/loras (ej. 'detail_tweaker_sd15.safetensors'). None = sin LoRA. keyword-only."
+    desc: "LoRA de estilo opcional en models/loras (ej. 'SD15_detail_tweaker.safetensors'). None = sin LoRA. keyword-only."
   - name: lora_strength
     desc: "Fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0]. keyword-only."
   - name: rembg_model
@@ -72,7 +72,7 @@ wf = comfyui_build_dialogue_box_workflow(
 #   for st in ["fantasy dialogue box", "sci-fi terminal text box, neon glow",
 #              "visual novel text panel, soft pastel"]:
 #       wf = comfyui_build_dialogue_box_workflow(st, shape="rounded panel",
-#                                                lora="detail_tweaker_sd15.safetensors", seed=42)
+#                                                lora="SD15_detail_tweaker.safetensors", seed=42)
 #       comfyui_submit_workflow(wf)  # -> comfyui_wait_result -> comfyui_fetch_output_image
 # El motor de juego renderiza el texto de la conversacion sobre el interior plano.
 ```
diff --git a/python/functions/ml/comfyui_build_dialogue_box_workflow.py b/python/functions/ml/comfyui_build_dialogue_box_workflow.py
index fdbf14ac..870d549a 100644
--- a/python/functions/ml/comfyui_build_dialogue_box_workflow.py
+++ b/python/functions/ml/comfyui_build_dialogue_box_workflow.py
@@ -141,7 +141,7 @@ def comfyui_build_dialogue_box_workflow(
             recortable luego por el caller/pipeline. keyword-only.
         seed: semilla del KSampler. keyword-only.
         lora: LoRA de estilo opcional en models/loras (ej.
-            'detail_tweaker_sd15.safetensors'). None = sin LoRA. keyword-only.
+            'SD15_detail_tweaker.safetensors'). None = sin LoRA. keyword-only.
         lora_strength: fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0].
             keyword-only.
         rembg_model: modelo Rembg ('u2net' general, 'isnet-anime' para anime).
diff --git a/python/functions/ml/comfyui_build_dialogue_box_workflow_test.py b/python/functions/ml/comfyui_build_dialogue_box_workflow_test.py
index e0dbcd66..3f0bcd99 100644
--- a/python/functions/ml/comfyui_build_dialogue_box_workflow_test.py
+++ b/python/functions/ml/comfyui_build_dialogue_box_workflow_test.py
@@ -82,12 +82,12 @@ def test_edge_shape_in_prompt():
 def test_edge_lora_reflected():
     wf = comfyui_build_dialogue_box_workflow(
         "fantasy dialogue box",
-        lora="detail_tweaker_sd15.safetensors",
+        lora="SD15_detail_tweaker.safetensors",
         lora_strength=0.9,
     )
     loras = _by_class(wf, "LoraLoader")
     assert len(loras) == 1
-    assert loras[0]["inputs"]["lora_name"] == "detail_tweaker_sd15.safetensors"
+    assert loras[0]["inputs"]["lora_name"] == "SD15_detail_tweaker.safetensors"
     assert loras[0]["inputs"]["strength_model"] == 0.9
 
 
@@ -101,9 +101,9 @@ def test_error_empty_box_style():
 
 def test_determinism():
     a = comfyui_build_dialogue_box_workflow(
-        "stone tablet dialogue box", lora="detail_tweaker_sd15.safetensors", seed=7
+        "stone tablet dialogue box", lora="SD15_detail_tweaker.safetensors", seed=7
     )
     b = comfyui_build_dialogue_box_workflow(
-        "stone tablet dialogue box", lora="detail_tweaker_sd15.safetensors", seed=7
+        "stone tablet dialogue box", lora="SD15_detail_tweaker.safetensors", seed=7
     )
     assert a == b
diff --git a/python/functions/ml/comfyui_build_emote_workflow.md b/python/functions/ml/comfyui_build_emote_workflow.md
index e5414a1d..c25e5fc3 100644
--- a/python/functions/ml/comfyui_build_emote_workflow.md
+++ b/python/functions/ml/comfyui_build_emote_workflow.md
@@ -32,7 +32,7 @@ params:
   - name: seed
     desc: "Semilla del KSampler (y del sampler del FaceDetailer). Misma seed + mismo character/ref_face -> mismo personaje; variar solo expression mantiene la identidad y cambia la cara. keyword-only."
   - name: lora
-    desc: "LoRA de estilo opcional en models/loras (ej. 'anime_lineart_sd15.safetensors'). None = sin LoRA. keyword-only."
+    desc: "LoRA de estilo opcional en models/loras (ej. 'SD15_anime_lineart.safetensors'). None = sin LoRA. keyword-only."
   - name: lora_strength
     desc: "Fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0]. keyword-only."
   - name: weight
diff --git a/python/functions/ml/comfyui_build_emote_workflow.py b/python/functions/ml/comfyui_build_emote_workflow.py
index 283cba94..5526a3d3 100644
--- a/python/functions/ml/comfyui_build_emote_workflow.py
+++ b/python/functions/ml/comfyui_build_emote_workflow.py
@@ -119,7 +119,7 @@ def comfyui_build_emote_workflow(
             mismo character/ref_face -> mismo personaje; variar solo expression
             mantiene la identidad y cambia la cara. keyword-only.
         lora: LoRA de estilo opcional en models/loras (ej.
-            'anime_lineart_sd15.safetensors'). None = sin LoRA. keyword-only.
+            'SD15_anime_lineart.safetensors'). None = sin LoRA. keyword-only.
         lora_strength: fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0].
             keyword-only.
         weight: peso del IPAdapter-FaceID (solo si ref_face). 0.85 = parecido alto;
diff --git a/python/functions/ml/comfyui_build_emote_workflow_test.py b/python/functions/ml/comfyui_build_emote_workflow_test.py
index 6f37938b..c97f845c 100644
--- a/python/functions/ml/comfyui_build_emote_workflow_test.py
+++ b/python/functions/ml/comfyui_build_emote_workflow_test.py
@@ -138,13 +138,13 @@ def test_edge_lora_reflected():
     wf = comfyui_build_emote_workflow(
         "a dark sorceress",
         "smug",
-        lora="anime_lineart_sd15.safetensors",
+        lora="SD15_anime_lineart.safetensors",
         lora_strength=0.8,
         facedetailer=False,
     )
     loras = _by_class(wf, "LoraLoader")
     assert len(loras) == 1
-    assert loras[0]["inputs"]["lora_name"] == "anime_lineart_sd15.safetensors"
+    assert loras[0]["inputs"]["lora_name"] == "SD15_anime_lineart.safetensors"
     assert loras[0]["inputs"]["strength_model"] == 0.8
 
 
@@ -176,13 +176,13 @@ def test_determinism():
     a = comfyui_build_emote_workflow(
         "a knight woman with red hair",
         "happy, smiling",
-        lora="anime_lineart_sd15.safetensors",
+        lora="SD15_anime_lineart.safetensors",
         seed=7,
     )
     b = comfyui_build_emote_workflow(
         "a knight woman with red hair",
         "happy, smiling",
-        lora="anime_lineart_sd15.safetensors",
+        lora="SD15_anime_lineart.safetensors",
         seed=7,
     )
     assert a == b
diff --git a/python/functions/ml/comfyui_build_enemy_creature_workflow.md b/python/functions/ml/comfyui_build_enemy_creature_workflow.md
index e11f00f5..dfe33b26 100644
--- a/python/functions/ml/comfyui_build_enemy_creature_workflow.md
+++ b/python/functions/ml/comfyui_build_enemy_creature_workflow.md
@@ -30,7 +30,7 @@ params:
   - name: seed
     desc: "Semilla del KSampler. Misma seed + misma criatura/style -> misma figura; variar solo `variant` da variantes coherentes. keyword-only."
   - name: lora
-    desc: "LoRA de estilo/criatura opcional en models/loras (ej. 'dark_fantasy_sd15.safetensors', 'monster_design_xl.safetensors'). None = sin LoRA. keyword-only."
+    desc: "LoRA de estilo/criatura opcional en models/loras (ej. 'SD15_dark_fantasy.safetensors', 'SDXL_monster_design.safetensors'). None = sin LoRA. keyword-only."
   - name: lora_strength
     desc: "Fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0]. keyword-only."
   - name: rembg_model
diff --git a/python/functions/ml/comfyui_build_enemy_creature_workflow.py b/python/functions/ml/comfyui_build_enemy_creature_workflow.py
index 9d9838c5..677a9198 100644
--- a/python/functions/ml/comfyui_build_enemy_creature_workflow.py
+++ b/python/functions/ml/comfyui_build_enemy_creature_workflow.py
@@ -147,7 +147,7 @@ def comfyui_build_enemy_creature_workflow(
         seed: semilla del KSampler. Misma seed + misma criatura/style -> misma
             figura; variar solo `variant` da las variantes coherentes. keyword-only.
         lora: LoRA de estilo/criatura opcional en models/loras (ej.
-            'dark_fantasy_sd15.safetensors', 'monster_design_xl.safetensors'). None =
+            'SD15_dark_fantasy.safetensors', 'SDXL_monster_design.safetensors'). None =
             sin LoRA. keyword-only.
         lora_strength: fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0].
             keyword-only.
diff --git a/python/functions/ml/comfyui_build_enemy_creature_workflow_test.py b/python/functions/ml/comfyui_build_enemy_creature_workflow_test.py
index 2c9e8d7d..18ab3e9e 100644
--- a/python/functions/ml/comfyui_build_enemy_creature_workflow_test.py
+++ b/python/functions/ml/comfyui_build_enemy_creature_workflow_test.py
@@ -87,11 +87,11 @@ def test_edge_style_in_prompt():
 
 def test_edge_lora_reflected():
     wf = comfyui_build_enemy_creature_workflow(
-        "shadow wraith", lora="dark_fantasy_sd15.safetensors", lora_strength=0.9
+        "shadow wraith", lora="SD15_dark_fantasy.safetensors", lora_strength=0.9
     )
     loras = _by_class(wf, "LoraLoader")
     assert len(loras) == 1
-    assert loras[0]["inputs"]["lora_name"] == "dark_fantasy_sd15.safetensors"
+    assert loras[0]["inputs"]["lora_name"] == "SD15_dark_fantasy.safetensors"
     assert loras[0]["inputs"]["strength_model"] == 0.9
 
 
@@ -105,9 +105,9 @@ def test_error_empty_creature():
 
 def test_determinism():
     a = comfyui_build_enemy_creature_workflow(
-        "fire dragon", variant="elite", lora="monster_design_xl.safetensors", seed=7
+        "fire dragon", variant="elite", lora="SDXL_monster_design.safetensors", seed=7
     )
     b = comfyui_build_enemy_creature_workflow(
-        "fire dragon", variant="elite", lora="monster_design_xl.safetensors", seed=7
+        "fire dragon", variant="elite", lora="SDXL_monster_design.safetensors", seed=7
     )
     assert a == b
diff --git a/python/functions/ml/comfyui_build_foliage_set_workflow.md b/python/functions/ml/comfyui_build_foliage_set_workflow.md
index e1ab87f3..9eef02aa 100644
--- a/python/functions/ml/comfyui_build_foliage_set_workflow.md
+++ b/python/functions/ml/comfyui_build_foliage_set_workflow.md
@@ -30,7 +30,7 @@ params:
   - name: seed
     desc: "Semilla del KSampler. Misma seed + mismo plant/view/style -> misma planta. keyword-only."
   - name: lora
-    desc: "LoRA de estilo opcional en models/loras (ej. 'stylized_nature_sd15.safetensors', 'painterly_plants_xl.safetensors'). None = sin LoRA. keyword-only."
+    desc: "LoRA de estilo opcional en models/loras (ej. 'SD15_stylized_nature.safetensors', 'SDXL_painterly_plants.safetensors'). None = sin LoRA. keyword-only."
   - name: lora_strength
     desc: "Fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0]. keyword-only."
   - name: rembg_model
diff --git a/python/functions/ml/comfyui_build_foliage_set_workflow.py b/python/functions/ml/comfyui_build_foliage_set_workflow.py
index 9074719d..009d1bf5 100644
--- a/python/functions/ml/comfyui_build_foliage_set_workflow.py
+++ b/python/functions/ml/comfyui_build_foliage_set_workflow.py
@@ -161,7 +161,7 @@ def comfyui_build_foliage_set_workflow(
         seed: semilla del KSampler. Misma seed + mismo plant/view/style -> misma
             planta. keyword-only.
         lora: LoRA de estilo opcional en models/loras (ej.
-            'stylized_nature_sd15.safetensors', 'painterly_plants_xl.safetensors').
+            'SD15_stylized_nature.safetensors', 'SDXL_painterly_plants.safetensors').
             None = sin LoRA. keyword-only.
         lora_strength: fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0].
             keyword-only.
diff --git a/python/functions/ml/comfyui_build_foliage_set_workflow_test.py b/python/functions/ml/comfyui_build_foliage_set_workflow_test.py
index 76d89c22..70f2a28d 100644
--- a/python/functions/ml/comfyui_build_foliage_set_workflow_test.py
+++ b/python/functions/ml/comfyui_build_foliage_set_workflow_test.py
@@ -111,7 +111,7 @@ def test_edge_negative_rejects_manmade_and_buildings():
 def test_edge_lora_present():
     """lora -> LoraLoader presente con la fuerza pasada."""
     wf = comfyui_build_foliage_set_workflow(
-        "a cluster of red flowers", lora="stylized_nature_sd15.safetensors",
+        "a cluster of red flowers", lora="SD15_stylized_nature.safetensors",
         lora_strength=0.8,
     )
     assert "LoraLoader" in _classes(wf)
diff --git a/python/functions/ml/comfyui_build_inpaint_asset_workflow.md b/python/functions/ml/comfyui_build_inpaint_asset_workflow.md
index b7384e8d..69bbefed 100644
--- a/python/functions/ml/comfyui_build_inpaint_asset_workflow.md
+++ b/python/functions/ml/comfyui_build_inpaint_asset_workflow.md
@@ -33,7 +33,7 @@ params:
   - name: seed
     desc: "Semilla del KSampler. keyword-only."
   - name: lora
-    desc: "LoRA de estilo opcional en models/loras (ej. 'dark_fantasy_sd15.safetensors'). None = sin LoRA. keyword-only."
+    desc: "LoRA de estilo opcional en models/loras (ej. 'SD15_dark_fantasy.safetensors'). None = sin LoRA. keyword-only."
   - name: lora_strength
     desc: "Fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0]. keyword-only."
   - name: mode
diff --git a/python/functions/ml/comfyui_build_inpaint_asset_workflow.py b/python/functions/ml/comfyui_build_inpaint_asset_workflow.py
index fcbf490c..08bb34bc 100644
--- a/python/functions/ml/comfyui_build_inpaint_asset_workflow.py
+++ b/python/functions/ml/comfyui_build_inpaint_asset_workflow.py
@@ -279,7 +279,7 @@ def comfyui_build_inpaint_asset_workflow(
             los assets del set ya salen a 512). Un int reescala AMBAS a size x size de
             forma consistente. Solo aplica al modo vae_encode. keyword-only.
         seed: semilla del KSampler. keyword-only.
-        lora: LoRA de estilo opcional en models/loras (ej. 'dark_fantasy_sd15.safetensors').
+        lora: LoRA de estilo opcional en models/loras (ej. 'SD15_dark_fantasy.safetensors').
             None = sin LoRA. keyword-only.
         lora_strength: fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0].
             keyword-only.
diff --git a/python/functions/ml/comfyui_build_ipadapter_workflow.md b/python/functions/ml/comfyui_build_ipadapter_workflow.md
index b641707e..7a51ba2c 100644
--- a/python/functions/ml/comfyui_build_ipadapter_workflow.md
+++ b/python/functions/ml/comfyui_build_ipadapter_workflow.md
@@ -107,7 +107,7 @@ La referencia se sube primero a `input/` del servidor (LoadImage la lee por nomb
   registra la carpeta `models/ipadapter`; si los modelos viven en otra ruta (ej.
   `/mnt/2tb`), esa clave los mapea. Sin ella `ipadapter_file` sale vacio.
 - **faceid usa insightface (`buffalo_l`) + la LoRA FaceID.** El UnifiedLoaderFaceID
-  carga la LoRA `ip-adapter-faceid-plusv2_sd15_lora.safetensors` (debe estar en
+  carga la LoRA `SD15_ip-adapter-faceid-plusv2_lora.safetensors` (debe estar en
   `models/loras/`). `provider='CPU'` por defecto: insightface en CPU no compite por
   los 8GB de VRAM; pon `'CUDA'` solo si tienes onnxruntime-gpu instalado.
 - **La referencia debe existir en `input/`.** Es un nombre de archivo, no una ruta:
diff --git a/python/functions/ml/comfyui_build_isometric_workflow.md b/python/functions/ml/comfyui_build_isometric_workflow.md
index ae1f34ce..e521d734 100644
--- a/python/functions/ml/comfyui_build_isometric_workflow.md
+++ b/python/functions/ml/comfyui_build_isometric_workflow.md
@@ -5,8 +5,8 @@ lang: py
 domain: ml
 version: "1.0.0"
 purity: pure
-signature: "def comfyui_build_isometric_workflow(positive: str, negative: str = \"perspective, vanishing point, blurry, low quality\", *, ckpt_name: str = \"dreamshaper_8.safetensors\", iso_lora: str = \"isometric_game_assets_sd15.safetensors\", lora_strength: float = 0.9, grid_image: str | None = None, controlnet_name: str = \"control_v11p_sd15_canny_fp16.safetensors\", controlnet_strength: float = 0.6, steps: int = 28, cfg: float = 6.0, width: int = 1024, height: int = 1024, seed: int = 0, sampler_name: str = \"dpmpp_2m\", scheduler: str = \"karras\", filename_prefix: str = \"isometric\") -> dict"
-description: "Construye el dict (API format) de un workflow ComfyUI isometrico: txt2img + LoRA isometrica (isometric_game_assets_sd15) que impone el angulo 2:1, con ControlNet grid opcional (plantilla de rejilla iso preprocesada) para reforzar el layout. Compone comfyui_build_txt2img_workflow + comfyui_inject_lora (+ comfyui_inject_controlnet si grid_image). Pura, sin red ni I/O. class_types verificados contra /object_info."
+signature: "def comfyui_build_isometric_workflow(positive: str, negative: str = \"perspective, vanishing point, blurry, low quality\", *, ckpt_name: str = \"dreamshaper_8.safetensors\", iso_lora: str = \"SD15_isometric_game_assets.safetensors\", lora_strength: float = 0.9, grid_image: str | None = None, controlnet_name: str = \"control_v11p_sd15_canny_fp16.safetensors\", controlnet_strength: float = 0.6, steps: int = 28, cfg: float = 6.0, width: int = 1024, height: int = 1024, seed: int = 0, sampler_name: str = \"dpmpp_2m\", scheduler: str = \"karras\", filename_prefix: str = \"isometric\") -> dict"
+description: "Construye el dict (API format) de un workflow ComfyUI isometrico: txt2img + LoRA isometrica (SD15_isometric_game_assets) que impone el angulo 2:1, con ControlNet grid opcional (plantilla de rejilla iso preprocesada) para reforzar el layout. Compone comfyui_build_txt2img_workflow + comfyui_inject_lora (+ comfyui_inject_controlnet si grid_image). Pura, sin red ni I/O. class_types verificados contra /object_info."
 tags: [comfyui, ml, gamedev-2d, isometric, tile, workflow, stable-diffusion]
 uses_functions: [comfyui_build_txt2img_workflow_py_ml, comfyui_inject_lora_py_ml, comfyui_inject_controlnet_py_ml]
 uses_types: []
@@ -22,7 +22,7 @@ params:
   - name: ckpt_name
     desc: "Checkpoint base. Default 'dreamshaper_8.safetensors' (SD1.5 holgado, casa con la LoRA iso SD1.5). keyword-only."
   - name: iso_lora
-    desc: "LoRA isometrica en models/loras. Default 'isometric_game_assets_sd15.safetensors'. keyword-only."
+    desc: "LoRA isometrica en models/loras. Default 'SD15_isometric_game_assets.safetensors'. keyword-only."
   - name: lora_strength
     desc: "Fuerza de la LoRA iso sobre model y clip (recomendado 0.9). keyword-only."
   - name: grid_image
@@ -86,7 +86,7 @@ el prompt se desvíe del ángulo y quieras forzar la rejilla. Para una textura i
 
 ## Gotchas
 
-- **Requiere la LoRA `isometric_game_assets_sd15.safetensors` en models/loras**
+- **Requiere la LoRA `SD15_isometric_game_assets.safetensors` en models/loras**
   (ya presente). Es SD1.5: usa un checkpoint SD1.5 (`dreamshaper_8`).
 - **`comfyui_inject_controlnet` NO preprocesa**: `grid_image` debe ser una imagen
   de control ya en line-art/canny limpio. Si partes de un render, preprocésala
diff --git a/python/functions/ml/comfyui_build_isometric_workflow.py b/python/functions/ml/comfyui_build_isometric_workflow.py
index e91bc2e2..72c83f3e 100644
--- a/python/functions/ml/comfyui_build_isometric_workflow.py
+++ b/python/functions/ml/comfyui_build_isometric_workflow.py
@@ -5,7 +5,7 @@ La proyeccion isometrica 2:1 no necesita node nuevo: es composicion pura (report
 
   1. LoRA isometrica (via principal): impone el angulo 2:1 y el look de tile. Se
      inyecta con comfyui_inject_lora sobre la base txt2img. LoRA instalada:
-     isometric_game_assets_sd15.safetensors (SD1.5, holgada en 8GB).
+     SD15_isometric_game_assets.safetensors (SD1.5, holgada en 8GB).
   2. ControlNet grid (refuerzo opcional): una plantilla de rejilla isometrica
      (rombos 2:1) ya preprocesada (canny/lineart) fuerza el layout. Se inyecta con
      comfyui_inject_controlnet (legacy ControlNetApply; basta para un grid guia).
@@ -35,7 +35,7 @@ def comfyui_build_isometric_workflow(
     negative: str = "perspective, vanishing point, blurry, low quality",
     *,
     ckpt_name: str = "dreamshaper_8.safetensors",
-    iso_lora: str = "isometric_game_assets_sd15.safetensors",
+    iso_lora: str = "SD15_isometric_game_assets.safetensors",
     lora_strength: float = 0.9,
     grid_image: str | None = None,
     controlnet_name: str = "control_v11p_sd15_canny_fp16.safetensors",
@@ -59,7 +59,7 @@ def comfyui_build_isometric_workflow(
         ckpt_name: checkpoint base (default 'dreamshaper_8.safetensors', SD1.5
             holgado y casa con la LoRA iso SD1.5). keyword-only.
         iso_lora: LoRA isometrica en models/loras
-            (default 'isometric_game_assets_sd15.safetensors').
+            (default 'SD15_isometric_game_assets.safetensors').
         lora_strength: fuerza de la LoRA iso sobre model y clip (recomendado 0.9).
         grid_image: nombre de una plantilla de rejilla isometrica ya preprocesada
             (line-art/canny) en input/ del servidor. Si se pasa, inyecta un
diff --git a/python/functions/ml/comfyui_build_isometric_workflow_test.py b/python/functions/ml/comfyui_build_isometric_workflow_test.py
index b3736f8a..c202eb34 100644
--- a/python/functions/ml/comfyui_build_isometric_workflow_test.py
+++ b/python/functions/ml/comfyui_build_isometric_workflow_test.py
@@ -15,7 +15,7 @@ def test_golden_iso_lora_no_controlnet():
     wf = comfyui_build_isometric_workflow("isometric house, game asset")
     loras = _by_class(wf, "LoraLoader")
     assert len(loras) == 1
-    assert loras[0]["inputs"]["lora_name"] == "isometric_game_assets_sd15.safetensors"
+    assert loras[0]["inputs"]["lora_name"] == "SD15_isometric_game_assets.safetensors"
     assert loras[0]["inputs"]["strength_model"] == 0.9
     # Sin grid_image -> sin ControlNet.
     assert len(_by_class(wf, "ControlNetApply")) == 0
diff --git a/python/functions/ml/comfyui_build_item_icon_workflow.md b/python/functions/ml/comfyui_build_item_icon_workflow.md
index 7b0f4501..fd852bb9 100644
--- a/python/functions/ml/comfyui_build_item_icon_workflow.md
+++ b/python/functions/ml/comfyui_build_item_icon_workflow.md
@@ -28,7 +28,7 @@ params:
   - name: seed
     desc: "Semilla del KSampler. keyword-only."
   - name: lora
-    desc: "LoRA de estilo opcional en models/loras (ej. 'detail_tweaker_sd15.safetensors', 'isometric_game_assets_sd15.safetensors'). None = sin LoRA. keyword-only."
+    desc: "LoRA de estilo opcional en models/loras (ej. 'SD15_detail_tweaker.safetensors', 'SD15_isometric_game_assets.safetensors'). None = sin LoRA. keyword-only."
   - name: lora_strength
     desc: "Fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0]. keyword-only."
   - name: rembg_model
@@ -69,7 +69,7 @@ wf = comfyui_build_item_icon_workflow(
 # Set coherente: misma firma de estilo para cada item del inventario.
 #   for it in ["iron sword", "gold ring", "ancient book", "wooden shield"]:
 #       wf = comfyui_build_item_icon_workflow(it, style="hand-painted RPG icon",
-#                                             lora="detail_tweaker_sd15.safetensors", seed=42)
+#                                             lora="SD15_detail_tweaker.safetensors", seed=42)
 #       comfyui_submit_workflow(wf)  # -> comfyui_wait_result -> comfyui_fetch_output_image
 # Contact-sheet del set: montar los PNG resultantes con comfyui_build_grid.
 ```
diff --git a/python/functions/ml/comfyui_build_item_icon_workflow.py b/python/functions/ml/comfyui_build_item_icon_workflow.py
index 9d820374..5f5d428b 100644
--- a/python/functions/ml/comfyui_build_item_icon_workflow.py
+++ b/python/functions/ml/comfyui_build_item_icon_workflow.py
@@ -121,7 +121,7 @@ def comfyui_build_item_icon_workflow(
             luego por el caller/pipeline. keyword-only.
         seed: semilla del KSampler. keyword-only.
         lora: LoRA de estilo opcional en models/loras (ej.
-            'detail_tweaker_sd15.safetensors', 'isometric_game_assets_sd15.safetensors').
+            'SD15_detail_tweaker.safetensors', 'SD15_isometric_game_assets.safetensors').
             None = sin LoRA. keyword-only.
         lora_strength: fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0].
             keyword-only.
diff --git a/python/functions/ml/comfyui_build_item_icon_workflow_test.py b/python/functions/ml/comfyui_build_item_icon_workflow_test.py
index 4aef8438..5af64c6a 100644
--- a/python/functions/ml/comfyui_build_item_icon_workflow_test.py
+++ b/python/functions/ml/comfyui_build_item_icon_workflow_test.py
@@ -73,11 +73,11 @@ def test_edge_style_in_prompt():
 
 def test_edge_lora_reflected():
     wf = comfyui_build_item_icon_workflow(
-        "magic shield", lora="detail_tweaker_sd15.safetensors", lora_strength=0.9
+        "magic shield", lora="SD15_detail_tweaker.safetensors", lora_strength=0.9
     )
     loras = _by_class(wf, "LoraLoader")
     assert len(loras) == 1
-    assert loras[0]["inputs"]["lora_name"] == "detail_tweaker_sd15.safetensors"
+    assert loras[0]["inputs"]["lora_name"] == "SD15_detail_tweaker.safetensors"
     assert loras[0]["inputs"]["strength_model"] == 0.9
 
 
@@ -90,6 +90,6 @@ def test_error_empty_item():
 
 
 def test_determinism():
-    a = comfyui_build_item_icon_workflow("emerald gem", lora="detail_tweaker_sd15.safetensors", seed=7)
-    b = comfyui_build_item_icon_workflow("emerald gem", lora="detail_tweaker_sd15.safetensors", seed=7)
+    a = comfyui_build_item_icon_workflow("emerald gem", lora="SD15_detail_tweaker.safetensors", seed=7)
+    b = comfyui_build_item_icon_workflow("emerald gem", lora="SD15_detail_tweaker.safetensors", seed=7)
     assert a == b
diff --git a/python/functions/ml/comfyui_build_outpaint_asset_workflow.md b/python/functions/ml/comfyui_build_outpaint_asset_workflow.md
index ec322815..1cb7c3ff 100644
--- a/python/functions/ml/comfyui_build_outpaint_asset_workflow.md
+++ b/python/functions/ml/comfyui_build_outpaint_asset_workflow.md
@@ -39,7 +39,7 @@ params:
   - name: seed
     desc: "Semilla del KSampler. keyword-only."
   - name: lora
-    desc: "LoRA de estilo opcional en models/loras (ej. 'dark_fantasy_sd15.safetensors'). None = sin LoRA. keyword-only."
+    desc: "LoRA de estilo opcional en models/loras (ej. 'SD15_dark_fantasy.safetensors'). None = sin LoRA. keyword-only."
   - name: lora_strength
     desc: "Fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0]. keyword-only."
   - name: negative
diff --git a/python/functions/ml/comfyui_build_outpaint_asset_workflow.py b/python/functions/ml/comfyui_build_outpaint_asset_workflow.py
index b7b17faf..6db4a1ee 100644
--- a/python/functions/ml/comfyui_build_outpaint_asset_workflow.py
+++ b/python/functions/ml/comfyui_build_outpaint_asset_workflow.py
@@ -169,7 +169,7 @@ def comfyui_build_outpaint_asset_workflow(
             costura. Default 0 (el feathering del pad suele bastar). Se clampa a [0, 64]
             (limite de VAEEncodeForInpaint). keyword-only.
         seed: semilla del KSampler. keyword-only.
-        lora: LoRA de estilo opcional en models/loras (ej. 'dark_fantasy_sd15.safetensors').
+        lora: LoRA de estilo opcional en models/loras (ej. 'SD15_dark_fantasy.safetensors').
             None = sin LoRA. keyword-only.
         lora_strength: fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0].
             keyword-only.
diff --git a/python/functions/ml/comfyui_build_particle_texture_workflow_test.py b/python/functions/ml/comfyui_build_particle_texture_workflow_test.py
index c74c2da1..b649ae7c 100644
--- a/python/functions/ml/comfyui_build_particle_texture_workflow_test.py
+++ b/python/functions/ml/comfyui_build_particle_texture_workflow_test.py
@@ -123,11 +123,11 @@ def test_edge_negative_isolates_single_particle():
 
 def test_edge_lora_reflected():
     wf = comfyui_build_particle_texture_workflow(
-        "glowing flare", lora="vfx_sd15.safetensors", lora_strength=0.8
+        "glowing flare", lora="SD15_vfx.safetensors", lora_strength=0.8
     )
     loras = _by_class(wf, "LoraLoader")
     assert len(loras) == 1
-    assert loras[0]["inputs"]["lora_name"] == "vfx_sd15.safetensors"
+    assert loras[0]["inputs"]["lora_name"] == "SD15_vfx.safetensors"
     assert loras[0]["inputs"]["strength_model"] == 0.8
 
 
@@ -141,9 +141,9 @@ def test_error_empty_particle():
 
 def test_determinism():
     a = comfyui_build_particle_texture_workflow(
-        "spark", soft=False, lora="vfx_sd15.safetensors", seed=7
+        "spark", soft=False, lora="SD15_vfx.safetensors", seed=7
     )
     b = comfyui_build_particle_texture_workflow(
-        "spark", soft=False, lora="vfx_sd15.safetensors", seed=7
+        "spark", soft=False, lora="SD15_vfx.safetensors", seed=7
     )
     assert a == b
diff --git a/python/functions/ml/comfyui_build_pixelart_workflow.md b/python/functions/ml/comfyui_build_pixelart_workflow.md
index ca54760c..a9ab7b84 100644
--- a/python/functions/ml/comfyui_build_pixelart_workflow.md
+++ b/python/functions/ml/comfyui_build_pixelart_workflow.md
@@ -5,8 +5,8 @@ lang: py
 domain: ml
 version: "1.0.0"
 purity: pure
-signature: "def comfyui_build_pixelart_workflow(positive: str, negative: str = \"blurry, jpeg artifacts, gradient, smooth shading, anti-aliasing\", *, ckpt_name: str = \"juggernaut_xl_v11.safetensors\", pixel_lora: str = \"pixel-art-xl.safetensors\", lora_strength: float = 1.2, use_lcm: bool = True, lcm_lora: str = \"lcm-lora-sdxl.safetensors\", lcm_strength: float = 1.0, steps: int | None = None, cfg: float | None = None, width: int = 1024, height: int = 1024, seed: int = 0, sampler_name: str | None = None, scheduler: str | None = None, filename_prefix: str = \"pixelart\") -> dict"
-description: "Construye el dict (API format) del workflow ComfyUI de pixel-art Fase 1: SDXL base + LoRA pixel-art-xl (nerijs), opcionalmente con LCM-LoRA para 8 steps. Compone comfyui_build_txt2img_workflow + comfyui_inject_multi_lora. El pixel-perfect (Fase 2) lo hace comfyui_pixelize_image, no este workflow. Pura, sin red ni I/O. class_types verificados contra /object_info (8GB lowvram)."
+signature: "def comfyui_build_pixelart_workflow(positive: str, negative: str = \"blurry, jpeg artifacts, gradient, smooth shading, anti-aliasing\", *, ckpt_name: str = \"juggernaut_xl_v11.safetensors\", pixel_lora: str = \"SDXL_pixel-art.safetensors\", lora_strength: float = 1.2, use_lcm: bool = True, lcm_lora: str = \"SDXL_lcm-lora.safetensors\", lcm_strength: float = 1.0, steps: int | None = None, cfg: float | None = None, width: int = 1024, height: int = 1024, seed: int = 0, sampler_name: str | None = None, scheduler: str | None = None, filename_prefix: str = \"pixelart\") -> dict"
+description: "Construye el dict (API format) del workflow ComfyUI de pixel-art Fase 1: SDXL base + LoRA SDXL_pixel-art (nerijs), opcionalmente con LCM-LoRA para 8 steps. Compone comfyui_build_txt2img_workflow + comfyui_inject_multi_lora. El pixel-perfect (Fase 2) lo hace comfyui_pixelize_image, no este workflow. Pura, sin red ni I/O. class_types verificados contra /object_info (8GB lowvram)."
 tags: [comfyui, ml, gamedev-2d, pixelart, workflow, stable-diffusion, sdxl]
 uses_functions: [comfyui_build_txt2img_workflow_py_ml, comfyui_inject_multi_lora_py_ml]
 uses_types: []
@@ -20,15 +20,15 @@ params:
   - name: negative
     desc: "Prompt negativo. Por defecto evita blur/gradientes/anti-alias que estropean el look pixel."
   - name: ckpt_name
-    desc: "Checkpoint SDXL base. Default 'juggernaut_xl_v11.safetensors' (el SDXL instalado; pixel-art-xl es LoRA SDXL). keyword-only."
+    desc: "Checkpoint SDXL base. Default 'juggernaut_xl_v11.safetensors' (el SDXL instalado; SDXL_pixel-art es LoRA SDXL). keyword-only."
   - name: pixel_lora
-    desc: "Archivo de la LoRA de estilo pixel-art en models/loras. Default 'pixel-art-xl.safetensors'. keyword-only."
+    desc: "Archivo de la LoRA de estilo pixel-art en models/loras. Default 'SDXL_pixel-art.safetensors'. keyword-only."
   - name: lora_strength
-    desc: "Fuerza de pixel-art-xl sobre model y clip (recomendado 1.2). Se clampa a [0.0, 2.0]. keyword-only."
+    desc: "Fuerza de SDXL_pixel-art sobre model y clip (recomendado 1.2). Se clampa a [0.0, 2.0]. keyword-only."
   - name: use_lcm
     desc: "Si True encadena LCM-LoRA SDXL y usa defaults rapidos (8 steps, cfg 1.5, sampler 'lcm', scheduler 'sgm_uniform'); si False usa defaults SDXL normales (25 steps, cfg 7, 'euler'/'normal'). keyword-only."
   - name: lcm_lora
-    desc: "Archivo de la LCM-LoRA SDXL en models/loras (solo si use_lcm). Default 'lcm-lora-sdxl.safetensors'. keyword-only."
+    desc: "Archivo de la LCM-LoRA SDXL en models/loras (solo si use_lcm). Default 'SDXL_lcm-lora.safetensors'. keyword-only."
   - name: lcm_strength
     desc: "Fuerza de la LCM-LoRA sobre model y clip (recomendado 1.0). keyword-only."
   - name: steps
@@ -47,9 +47,9 @@ params:
     desc: "Scheduler del KSampler. None = default del modo ('sgm_uniform' con LCM, 'normal' sin). keyword-only."
   - name: filename_prefix
     desc: "Prefijo del PNG que SaveImage escribe en output/. keyword-only."
-output: "dict en API format listo para comfyui_submit_workflow: CheckpointLoaderSimple + 1 LoraLoader (pixel-art-xl) o 2 (+ lcm-lora-sdxl si use_lcm) + KSampler con params del modo + SaveImage."
+output: "dict en API format listo para comfyui_submit_workflow: CheckpointLoaderSimple + 1 LoraLoader (SDXL_pixel-art) o 2 (+ SDXL_lcm-lora si use_lcm) + KSampler con params del modo + SaveImage."
 tested: true
-tests: ["golden use_lcm=True: 2 LoraLoader (pixel-art-xl@1.2, lcm@1.0) + KSampler steps 8/cfg 1.5/sampler lcm/sgm_uniform", "edge use_lcm=False: 1 LoraLoader + KSampler steps 25/cfg 7/euler/normal", "edge overrides steps/cfg + clamp lora_strength a 2.0", "error positive vacio -> ValueError", "determinismo"]
+tests: ["golden use_lcm=True: 2 LoraLoader (SDXL_pixel-art@1.2, lcm@1.0) + KSampler steps 8/cfg 1.5/sampler lcm/sgm_uniform", "edge use_lcm=False: 1 LoraLoader + KSampler steps 25/cfg 7/euler/normal", "edge overrides steps/cfg + clamp lora_strength a 2.0", "error positive vacio -> ValueError", "determinismo"]
 test_file_path: "python/functions/ml/comfyui_build_pixelart_workflow_test.py"
 file_path: "python/functions/ml/comfyui_build_pixelart_workflow.py"
 ---
@@ -61,7 +61,7 @@ import sys, os
 sys.path.insert(0, os.path.join(os.environ["HOME"], "fn_registry", "python", "functions"))
 from ml.comfyui_build_pixelart_workflow import comfyui_build_pixelart_workflow
 
-# Fase 1: generar el crudo pixel-art (SDXL + pixel-art-xl + LCM, 8 steps).
+# Fase 1: generar el crudo pixel-art (SDXL + SDXL_pixel-art + LCM, 8 steps).
 wf = comfyui_build_pixelart_workflow(
     "isometric tiny house, pixel, 32x32 style, vibrant colors",
     use_lcm=True,
@@ -87,9 +87,9 @@ Para tilesets, genera cada tile por separado y ensambla con `comfyui_build_grid`
   no lo pegues en la UI.
 - **No produce pixel-perfect por sí solo**: deja pixeles irregulares y cientos de
   colores. El pixel-perfect es post-proceso (`comfyui_pixelize_image`, CPU/PIL).
-- `use_lcm=True` requiere `lcm-lora-sdxl.safetensors` en models/loras y el sampler
+- `use_lcm=True` requiere `SDXL_lcm-lora.safetensors` en models/loras y el sampler
   `lcm`; ambos verificados presentes. Da iteración rápida (8 steps) en 8GB.
-- `ckpt_name` debe ser un checkpoint SDXL (pixel-art-xl es LoRA SDXL). Default
+- `ckpt_name` debe ser un checkpoint SDXL (SDXL_pixel-art es LoRA SDXL). Default
   `juggernaut_xl_v11` (no existe `sd_xl_base_1.0` instalado). SDXL en 8GB corre con
   `--lowvram`; la Fase 2 es CPU y no toca VRAM.
 - Función pura: no valida contra el server. Si una LoRA/checkpoint falta, el HTTP
diff --git a/python/functions/ml/comfyui_build_pixelart_workflow.py b/python/functions/ml/comfyui_build_pixelart_workflow.py
index e49113c4..c43a9f82 100644
--- a/python/functions/ml/comfyui_build_pixelart_workflow.py
+++ b/python/functions/ml/comfyui_build_pixelart_workflow.py
@@ -1,19 +1,19 @@
-"""Construye un workflow ComfyUI de pixel-art (SDXL + LoRA pixel-art-xl) en API format.
+"""Construye un workflow ComfyUI de pixel-art (SDXL + LoRA SDXL_pixel-art) en API format.
 
 Fase 1 del pipeline pixel-art (ver report 0135): genera el *look* pixel-art con
-SDXL base + la LoRA `pixel-art-xl` (nerijs), opcionalmente acelerada con la
+SDXL base + la LoRA `SDXL_pixel-art` (nerijs), opcionalmente acelerada con la
 LCM-LoRA SDXL para iterar en 8 steps. El resultado todavia tiene pixeles de
 tamano irregular y cientos de colores: el pixel-perfect (Fase 2) lo hace
 `comfyui_pixelize_image` (downscale nearest + cuantizacion), NO este workflow.
 
 Compone funciones existentes del registry, no reescribe el grafo:
   - comfyui_build_txt2img_workflow  -> base SDXL txt2img
-  - comfyui_inject_multi_lora       -> encadena pixel-art-xl (+ lcm-lora-sdxl)
+  - comfyui_inject_multi_lora       -> encadena SDXL_pixel-art (+ SDXL_lcm-lora)
 
 class_types/params verificados contra /object_info del servidor (8GB lowvram):
 CheckpointLoaderSimple, LoraLoader, CLIPTextEncode, EmptyLatentImage,
 KSampler (sampler 'lcm', scheduler 'sgm_uniform' presentes), VAEDecode, SaveImage.
-LoRAs presentes en models/loras: pixel-art-xl.safetensors, lcm-lora-sdxl.safetensors.
+LoRAs presentes en models/loras: SDXL_pixel-art.safetensors, SDXL_lcm-lora.safetensors.
 
 Funcion pura: sin red, sin I/O. Determinista para los mismos argumentos.
 """
@@ -34,10 +34,10 @@ def comfyui_build_pixelart_workflow(
     negative: str = "blurry, jpeg artifacts, gradient, smooth shading, anti-aliasing",
     *,
     ckpt_name: str = "juggernaut_xl_v11.safetensors",
-    pixel_lora: str = "pixel-art-xl.safetensors",
+    pixel_lora: str = "SDXL_pixel-art.safetensors",
     lora_strength: float = 1.2,
     use_lcm: bool = True,
-    lcm_lora: str = "lcm-lora-sdxl.safetensors",
+    lcm_lora: str = "SDXL_lcm-lora.safetensors",
     lcm_strength: float = 1.0,
     steps: int | None = None,
     cfg: float | None = None,
@@ -56,9 +56,9 @@ def comfyui_build_pixelart_workflow(
         negative: prompt negativo (por defecto evita blur/gradientes/anti-alias,
             que estropean el look pixel).
         ckpt_name: checkpoint SDXL base (default 'juggernaut_xl_v11.safetensors',
-            el SDXL instalado; pixel-art-xl es una LoRA SDXL). keyword-only.
+            el SDXL instalado; SDXL_pixel-art es una LoRA SDXL). keyword-only.
         pixel_lora: archivo de la LoRA de estilo pixel-art en models/loras.
-        lora_strength: fuerza de pixel-art-xl sobre model y clip (recomendado 1.2).
+        lora_strength: fuerza de SDXL_pixel-art sobre model y clip (recomendado 1.2).
             Se clampa a [0.0, 2.0].
         use_lcm: si True encadena la LCM-LoRA SDXL y usa los defaults rapidos
             (8 steps, cfg 1.5, sampler 'lcm', scheduler 'sgm_uniform'); si False
@@ -74,8 +74,8 @@ def comfyui_build_pixelart_workflow(
 
     Returns:
         dict en API format listo para comfyui_submit_workflow, con el
-        CheckpointLoaderSimple, 1 LoraLoader (pixel-art-xl) o 2 (pixel-art-xl +
-        lcm-lora-sdxl si use_lcm), KSampler con los params del modo y SaveImage.
+        CheckpointLoaderSimple, 1 LoraLoader (SDXL_pixel-art) o 2 (SDXL_pixel-art +
+        SDXL_lcm-lora si use_lcm), KSampler con los params del modo y SaveImage.
 
     Raises:
         ValueError: si positive esta vacio.
diff --git a/python/functions/ml/comfyui_build_pixelart_workflow_test.py b/python/functions/ml/comfyui_build_pixelart_workflow_test.py
index 0e301ed1..b3d30611 100644
--- a/python/functions/ml/comfyui_build_pixelart_workflow_test.py
+++ b/python/functions/ml/comfyui_build_pixelart_workflow_test.py
@@ -18,12 +18,12 @@ def _ksampler(wf):
 def test_golden_lcm_two_loras():
     wf = comfyui_build_pixelart_workflow("isometric house, pixel, 32x32 style", use_lcm=True)
     cls = _classes(wf)
-    # Dos LoraLoader: pixel-art-xl + lcm-lora-sdxl.
+    # Dos LoraLoader: SDXL_pixel-art + SDXL_lcm-lora.
     loras = [n for n in wf.values() if n["class_type"] == "LoraLoader"]
     assert len(loras) == 2
     names = {n["inputs"]["lora_name"] for n in loras}
-    assert names == {"pixel-art-xl.safetensors", "lcm-lora-sdxl.safetensors"}
-    px = next(n for n in loras if n["inputs"]["lora_name"] == "pixel-art-xl.safetensors")
+    assert names == {"SDXL_pixel-art.safetensors", "SDXL_lcm-lora.safetensors"}
+    px = next(n for n in loras if n["inputs"]["lora_name"] == "SDXL_pixel-art.safetensors")
     assert px["inputs"]["strength_model"] == 1.2
     # KSampler con defaults LCM.
     ks = _ksampler(wf)["inputs"]
@@ -36,7 +36,7 @@ def test_edge_no_lcm_single_lora():
     wf = comfyui_build_pixelart_workflow("a pixel sword", use_lcm=False)
     loras = [n for n in wf.values() if n["class_type"] == "LoraLoader"]
     assert len(loras) == 1
-    assert loras[0]["inputs"]["lora_name"] == "pixel-art-xl.safetensors"
+    assert loras[0]["inputs"]["lora_name"] == "SDXL_pixel-art.safetensors"
     ks = _ksampler(wf)["inputs"]
     assert ks["steps"] == 25 and ks["cfg"] == 7.0
     assert ks["sampler_name"] == "euler" and ks["scheduler"] == "normal"
@@ -50,7 +50,7 @@ def test_edge_overrides_and_clamp():
     assert ks["steps"] == 12 and ks["cfg"] == 2.0
     px = next(
         n for n in wf.values()
-        if n["class_type"] == "LoraLoader" and n["inputs"]["lora_name"] == "pixel-art-xl.safetensors"
+        if n["class_type"] == "LoraLoader" and n["inputs"]["lora_name"] == "SDXL_pixel-art.safetensors"
     )
     assert px["inputs"]["strength_model"] == 2.0  # clamp a [0,2]
 
diff --git a/python/functions/ml/comfyui_build_portrait_avatar_workflow.md b/python/functions/ml/comfyui_build_portrait_avatar_workflow.md
index 91b7404a..7f1ba83e 100644
--- a/python/functions/ml/comfyui_build_portrait_avatar_workflow.md
+++ b/python/functions/ml/comfyui_build_portrait_avatar_workflow.md
@@ -30,7 +30,7 @@ params:
   - name: seed
     desc: "Semilla del KSampler (y del sampler del FaceDetailer). Misma seed + mismo character/ref_face -> mismo retrato. keyword-only."
   - name: lora
-    desc: "LoRA de estilo opcional en models/loras (ej. 'anime_lineart_sd15.safetensors'). None = sin LoRA. keyword-only."
+    desc: "LoRA de estilo opcional en models/loras (ej. 'SD15_anime_lineart.safetensors'). None = sin LoRA. keyword-only."
   - name: lora_strength
     desc: "Fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0]. keyword-only."
   - name: weight
diff --git a/python/functions/ml/comfyui_build_portrait_avatar_workflow.py b/python/functions/ml/comfyui_build_portrait_avatar_workflow.py
index ff99d546..5f653579 100644
--- a/python/functions/ml/comfyui_build_portrait_avatar_workflow.py
+++ b/python/functions/ml/comfyui_build_portrait_avatar_workflow.py
@@ -105,7 +105,7 @@ def comfyui_build_portrait_avatar_workflow(
         seed: semilla del KSampler (y del sampler del FaceDetailer). Misma seed +
             mismo character/ref_face -> mismo retrato. keyword-only.
         lora: LoRA de estilo opcional en models/loras (ej.
-            'anime_lineart_sd15.safetensors'). None = sin LoRA. keyword-only.
+            'SD15_anime_lineart.safetensors'). None = sin LoRA. keyword-only.
         lora_strength: fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0].
             keyword-only.
         weight: peso del IPAdapter-FaceID (solo si ref_face). 0.85 = parecido alto;
diff --git a/python/functions/ml/comfyui_build_portrait_avatar_workflow_test.py b/python/functions/ml/comfyui_build_portrait_avatar_workflow_test.py
index 10e8d272..34d8e91b 100644
--- a/python/functions/ml/comfyui_build_portrait_avatar_workflow_test.py
+++ b/python/functions/ml/comfyui_build_portrait_avatar_workflow_test.py
@@ -107,13 +107,13 @@ def test_edge_size_reflected_square():
 def test_edge_lora_reflected():
     wf = comfyui_build_portrait_avatar_workflow(
         "a dark sorceress",
-        lora="anime_lineart_sd15.safetensors",
+        lora="SD15_anime_lineart.safetensors",
         lora_strength=0.8,
         facedetailer=False,
     )
     loras = _by_class(wf, "LoraLoader")
     assert len(loras) == 1
-    assert loras[0]["inputs"]["lora_name"] == "anime_lineart_sd15.safetensors"
+    assert loras[0]["inputs"]["lora_name"] == "SD15_anime_lineart.safetensors"
     assert loras[0]["inputs"]["strength_model"] == 0.8
 
 
@@ -135,9 +135,9 @@ def test_error_empty_character():
 
 def test_determinism():
     a = comfyui_build_portrait_avatar_workflow(
-        "a young knight woman with red hair", lora="anime_lineart_sd15.safetensors", seed=7
+        "a young knight woman with red hair", lora="SD15_anime_lineart.safetensors", seed=7
     )
     b = comfyui_build_portrait_avatar_workflow(
-        "a young knight woman with red hair", lora="anime_lineart_sd15.safetensors", seed=7
+        "a young knight woman with red hair", lora="SD15_anime_lineart.safetensors", seed=7
     )
     assert a == b
diff --git a/python/functions/ml/comfyui_build_projectile_workflow.md b/python/functions/ml/comfyui_build_projectile_workflow.md
index cbebcea1..645c9436 100644
--- a/python/functions/ml/comfyui_build_projectile_workflow.md
+++ b/python/functions/ml/comfyui_build_projectile_workflow.md
@@ -32,7 +32,7 @@ params:
   - name: seed
     desc: "Semilla del KSampler. keyword-only."
   - name: lora
-    desc: "LoRA de estilo opcional en models/loras (ej. 'detail_tweaker_sd15.safetensors'). None = sin LoRA. keyword-only."
+    desc: "LoRA de estilo opcional en models/loras (ej. 'SD15_detail_tweaker.safetensors'). None = sin LoRA. keyword-only."
   - name: lora_strength
     desc: "Fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0]. keyword-only."
   - name: rembg_model
diff --git a/python/functions/ml/comfyui_build_projectile_workflow.py b/python/functions/ml/comfyui_build_projectile_workflow.py
index d4cc720e..b69b18d0 100644
--- a/python/functions/ml/comfyui_build_projectile_workflow.py
+++ b/python/functions/ml/comfyui_build_projectile_workflow.py
@@ -155,7 +155,7 @@ def comfyui_build_projectile_workflow(
             keyword-only.
         seed: semilla del KSampler. keyword-only.
         lora: LoRA de estilo opcional en models/loras (ej.
-            'detail_tweaker_sd15.safetensors'). None = sin LoRA. keyword-only.
+            'SD15_detail_tweaker.safetensors'). None = sin LoRA. keyword-only.
         lora_strength: fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0].
             keyword-only.
         rembg_model: modelo Rembg ('u2net' general, 'isnet-anime' para anime). Solo
diff --git a/python/functions/ml/comfyui_build_projectile_workflow_test.py b/python/functions/ml/comfyui_build_projectile_workflow_test.py
index 7f7d711a..760e0820 100644
--- a/python/functions/ml/comfyui_build_projectile_workflow_test.py
+++ b/python/functions/ml/comfyui_build_projectile_workflow_test.py
@@ -119,11 +119,11 @@ def test_edge_style_reflected():
 
 def test_edge_lora_reflected():
     wf = comfyui_build_projectile_workflow(
-        "arrow", lora="detail_tweaker_sd15.safetensors", lora_strength=0.9
+        "arrow", lora="SD15_detail_tweaker.safetensors", lora_strength=0.9
     )
     loras = _by_class(wf, "LoraLoader")
     assert len(loras) == 1
-    assert loras[0]["inputs"]["lora_name"] == "detail_tweaker_sd15.safetensors"
+    assert loras[0]["inputs"]["lora_name"] == "SD15_detail_tweaker.safetensors"
     assert loras[0]["inputs"]["strength_model"] == 0.9
 
 
@@ -148,9 +148,9 @@ def test_error_empty_projectile():
 
 def test_determinism():
     a = comfyui_build_projectile_workflow(
-        "fireball", direction="right", glow=True, lora="detail_tweaker_sd15.safetensors", seed=7
+        "fireball", direction="right", glow=True, lora="SD15_detail_tweaker.safetensors", seed=7
     )
     b = comfyui_build_projectile_workflow(
-        "fireball", direction="right", glow=True, lora="detail_tweaker_sd15.safetensors", seed=7
+        "fireball", direction="right", glow=True, lora="SD15_detail_tweaker.safetensors", seed=7
     )
     assert a == b
diff --git a/python/functions/ml/comfyui_build_prop_object_workflow.md b/python/functions/ml/comfyui_build_prop_object_workflow.md
index e12e75e7..478da1b2 100644
--- a/python/functions/ml/comfyui_build_prop_object_workflow.md
+++ b/python/functions/ml/comfyui_build_prop_object_workflow.md
@@ -28,7 +28,7 @@ params:
   - name: seed
     desc: "Semilla del KSampler. Misma seed + mismo prop/style -> mismo objeto. keyword-only."
   - name: lora
-    desc: "LoRA de estilo opcional en models/loras (ej. 'isometric_game_assets_sd15.safetensors', 'stylized_props_xl.safetensors'). None = sin LoRA. keyword-only."
+    desc: "LoRA de estilo opcional en models/loras (ej. 'SD15_isometric_game_assets.safetensors', 'SDXL_stylized_props.safetensors'). None = sin LoRA. keyword-only."
   - name: lora_strength
     desc: "Fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0]. keyword-only."
   - name: rembg_model
diff --git a/python/functions/ml/comfyui_build_prop_object_workflow.py b/python/functions/ml/comfyui_build_prop_object_workflow.py
index 7d4c06cc..f6889b7a 100644
--- a/python/functions/ml/comfyui_build_prop_object_workflow.py
+++ b/python/functions/ml/comfyui_build_prop_object_workflow.py
@@ -146,7 +146,7 @@ def comfyui_build_prop_object_workflow(
         seed: semilla del KSampler. Misma seed + mismo prop/style -> mismo objeto.
             keyword-only.
         lora: LoRA de estilo opcional en models/loras (ej.
-            'isometric_game_assets_sd15.safetensors', 'stylized_props_xl.safetensors').
+            'SD15_isometric_game_assets.safetensors', 'SDXL_stylized_props.safetensors').
             None = sin LoRA. keyword-only.
         lora_strength: fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0].
             keyword-only.
diff --git a/python/functions/ml/comfyui_build_prop_object_workflow_test.py b/python/functions/ml/comfyui_build_prop_object_workflow_test.py
index 97980ad4..70135edf 100644
--- a/python/functions/ml/comfyui_build_prop_object_workflow_test.py
+++ b/python/functions/ml/comfyui_build_prop_object_workflow_test.py
@@ -102,12 +102,12 @@ def test_edge_world_object_not_inventory_icon():
 def test_edge_lora_reflected():
     wf = comfyui_build_prop_object_workflow(
         "ornate vase",
-        lora="isometric_game_assets_sd15.safetensors",
+        lora="SD15_isometric_game_assets.safetensors",
         lora_strength=0.9,
     )
     loras = _by_class(wf, "LoraLoader")
     assert len(loras) == 1
-    assert loras[0]["inputs"]["lora_name"] == "isometric_game_assets_sd15.safetensors"
+    assert loras[0]["inputs"]["lora_name"] == "SD15_isometric_game_assets.safetensors"
     assert loras[0]["inputs"]["strength_model"] == 0.9
 
 
@@ -127,9 +127,9 @@ def test_error_empty_prop():
 
 def test_determinism():
     a = comfyui_build_prop_object_workflow(
-        "wooden barrel", lora="stylized_props_xl.safetensors", seed=7
+        "wooden barrel", lora="SDXL_stylized_props.safetensors", seed=7
     )
     b = comfyui_build_prop_object_workflow(
-        "wooden barrel", lora="stylized_props_xl.safetensors", seed=7
+        "wooden barrel", lora="SDXL_stylized_props.safetensors", seed=7
     )
     assert a == b
diff --git a/python/functions/ml/comfyui_build_rune_glyph_workflow_test.py b/python/functions/ml/comfyui_build_rune_glyph_workflow_test.py
index 759aefe9..0312bb8f 100644
--- a/python/functions/ml/comfyui_build_rune_glyph_workflow_test.py
+++ b/python/functions/ml/comfyui_build_rune_glyph_workflow_test.py
@@ -97,7 +97,7 @@ def test_edge_lora_injected_when_requested():
     wf_no = comfyui_build_rune_glyph_workflow("ward symbol")
     assert "LoraLoader" not in _classes(wf_no)
     wf_lora = comfyui_build_rune_glyph_workflow(
-        "ward symbol", lora="arcane_style_sd15.safetensors", lora_strength=0.8
+        "ward symbol", lora="SD15_arcane_style.safetensors", lora_strength=0.8
     )
     assert "LoraLoader" in _classes(wf_lora)
     ll = next(n for n in wf_lora.values() if n["class_type"] == "LoraLoader")
diff --git a/python/functions/ml/comfyui_build_seamless_tile_workflow_test.py b/python/functions/ml/comfyui_build_seamless_tile_workflow_test.py
index a316bdb8..ae3ad2ae 100644
--- a/python/functions/ml/comfyui_build_seamless_tile_workflow_test.py
+++ b/python/functions/ml/comfyui_build_seamless_tile_workflow_test.py
@@ -54,7 +54,7 @@ def test_edge_no_circular_vae():
 
 def test_edge_material_lora_before_tile():
     wf = comfyui_build_seamless_tile_workflow(
-        "stone", material_lora="detail_tweaker_sd15.safetensors", lora_strength=0.7
+        "stone", material_lora="SD15_detail_tweaker.safetensors", lora_strength=0.7
     )
     loras = _by_class(wf, "LoraLoader")
     assert len(loras) == 1
diff --git a/python/functions/ml/comfyui_build_skill_tree_node_workflow.md b/python/functions/ml/comfyui_build_skill_tree_node_workflow.md
index 763240d0..8e7bd5f9 100644
--- a/python/functions/ml/comfyui_build_skill_tree_node_workflow.md
+++ b/python/functions/ml/comfyui_build_skill_tree_node_workflow.md
@@ -32,7 +32,7 @@ params:
   - name: seed
     desc: "Semilla del KSampler. Fija el mismo seed en el par unlocked/locked del mismo talento para que coincidan. keyword-only."
   - name: lora
-    desc: "LoRA de estilo opcional en models/loras (ej. 'detail_tweaker_sd15.safetensors'). None = sin LoRA. keyword-only."
+    desc: "LoRA de estilo opcional en models/loras (ej. 'SD15_detail_tweaker.safetensors'). None = sin LoRA. keyword-only."
   - name: lora_strength
     desc: "Fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0]. keyword-only."
   - name: rembg_model
diff --git a/python/functions/ml/comfyui_build_skill_tree_node_workflow.py b/python/functions/ml/comfyui_build_skill_tree_node_workflow.py
index a8c4a6af..7ffbe4df 100644
--- a/python/functions/ml/comfyui_build_skill_tree_node_workflow.py
+++ b/python/functions/ml/comfyui_build_skill_tree_node_workflow.py
@@ -172,7 +172,7 @@ def comfyui_build_skill_tree_node_workflow(
         seed: semilla del KSampler. Fija el mismo seed en el par unlocked/locked del
             mismo talento para que coincidan. keyword-only.
         lora: LoRA de estilo opcional en models/loras (ej.
-            'detail_tweaker_sd15.safetensors'). None = sin LoRA. keyword-only.
+            'SD15_detail_tweaker.safetensors'). None = sin LoRA. keyword-only.
         lora_strength: fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0].
             keyword-only.
         rembg_model: modelo Rembg ('u2net' general, 'isnet-anime' para anime). Solo se
diff --git a/python/functions/ml/comfyui_build_skill_tree_node_workflow_test.py b/python/functions/ml/comfyui_build_skill_tree_node_workflow_test.py
index 49b3d47b..60c53856 100644
--- a/python/functions/ml/comfyui_build_skill_tree_node_workflow_test.py
+++ b/python/functions/ml/comfyui_build_skill_tree_node_workflow_test.py
@@ -121,11 +121,11 @@ def test_edge_skill_reflected():
 def test_edge_lora_injected():
     """lora -> LoraLoader presente con la fuerza dada."""
     wf = comfyui_build_skill_tree_node_workflow(
-        "whirlwind", lora="detail_tweaker_sd15.safetensors", lora_strength=0.8
+        "whirlwind", lora="SD15_detail_tweaker.safetensors", lora_strength=0.8
     )
     loras = [n for n in wf.values() if n["class_type"] == "LoraLoader"]
     assert len(loras) == 1
-    assert loras[0]["inputs"]["lora_name"] == "detail_tweaker_sd15.safetensors"
+    assert loras[0]["inputs"]["lora_name"] == "SD15_detail_tweaker.safetensors"
     assert loras[0]["inputs"]["strength_model"] == pytest.approx(0.8)
 
 
diff --git a/python/functions/ml/comfyui_build_splash_art_workflow.md b/python/functions/ml/comfyui_build_splash_art_workflow.md
index b8bed89f..433f442c 100644
--- a/python/functions/ml/comfyui_build_splash_art_workflow.md
+++ b/python/functions/ml/comfyui_build_splash_art_workflow.md
@@ -30,7 +30,7 @@ params:
   - name: seed
     desc: "Semilla del KSampler (y de la pasada hires). Misma seed + misma scene -> misma ilustracion. keyword-only."
   - name: lora
-    desc: "LoRA de estilo opcional en models/loras (ej. 'concept_art_sd15.safetensors', 'cinematic_xl.safetensors'). None = sin LoRA. Encadena la identidad visual del juego. keyword-only."
+    desc: "LoRA de estilo opcional en models/loras (ej. 'SD15_concept_art.safetensors', 'SDXL_cinematic.safetensors'). None = sin LoRA. Encadena la identidad visual del juego. keyword-only."
   - name: lora_strength
     desc: "Fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0]. keyword-only."
   - name: negative
diff --git a/python/functions/ml/comfyui_build_splash_art_workflow.py b/python/functions/ml/comfyui_build_splash_art_workflow.py
index 252b8a64..3e8f47d2 100644
--- a/python/functions/ml/comfyui_build_splash_art_workflow.py
+++ b/python/functions/ml/comfyui_build_splash_art_workflow.py
@@ -114,7 +114,7 @@ def comfyui_build_splash_art_workflow(
         seed: semilla del KSampler (y de la pasada hires). Misma seed + misma scene
             -> misma ilustracion. keyword-only.
         lora: LoRA de estilo opcional en models/loras (ej.
-            'concept_art_sd15.safetensors', 'cinematic_xl.safetensors'). None = sin
+            'SD15_concept_art.safetensors', 'SDXL_cinematic.safetensors'). None = sin
             LoRA. Encadena la identidad visual del juego. keyword-only.
         lora_strength: fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0].
             keyword-only.
diff --git a/python/functions/ml/comfyui_build_splash_art_workflow_test.py b/python/functions/ml/comfyui_build_splash_art_workflow_test.py
index 3e710e0e..d8fe243b 100644
--- a/python/functions/ml/comfyui_build_splash_art_workflow_test.py
+++ b/python/functions/ml/comfyui_build_splash_art_workflow_test.py
@@ -97,13 +97,13 @@ def test_edge_mood_in_prompt():
 def test_edge_lora_reflected():
     wf = comfyui_build_splash_art_workflow(
         "a knight raising a banner on a hill",
-        lora="concept_art_sd15.safetensors",
+        lora="SD15_concept_art.safetensors",
         lora_strength=0.9,
         hires=False,
     )
     loras = _by_class(wf, "LoraLoader")
     assert len(loras) == 1
-    assert loras[0]["inputs"]["lora_name"] == "concept_art_sd15.safetensors"
+    assert loras[0]["inputs"]["lora_name"] == "SD15_concept_art.safetensors"
     assert loras[0]["inputs"]["strength_model"] == 0.9
     # Con lora el KSampler.model ya NO viene del checkpoint directo.
     ksampler = _by_class(wf, "KSampler")[0]
diff --git a/python/functions/ml/comfyui_build_sprite_from_sketch_workflow.md b/python/functions/ml/comfyui_build_sprite_from_sketch_workflow.md
index 8a513a71..1a4c6abc 100644
--- a/python/functions/ml/comfyui_build_sprite_from_sketch_workflow.md
+++ b/python/functions/ml/comfyui_build_sprite_from_sketch_workflow.md
@@ -31,7 +31,7 @@ params:
   - name: seed
     desc: "Semilla del KSampler. keyword-only."
   - name: lora
-    desc: "LoRA de estilo opcional en models/loras (ej. 'dark_fantasy_sd15.safetensors'). None = sin LoRA. keyword-only."
+    desc: "LoRA de estilo opcional en models/loras (ej. 'SD15_dark_fantasy.safetensors'). None = sin LoRA. keyword-only."
   - name: lora_strength
     desc: "Fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0]. keyword-only."
   - name: preprocess
diff --git a/python/functions/ml/comfyui_build_sprite_from_sketch_workflow.py b/python/functions/ml/comfyui_build_sprite_from_sketch_workflow.py
index cc579409..522862ca 100644
--- a/python/functions/ml/comfyui_build_sprite_from_sketch_workflow.py
+++ b/python/functions/ml/comfyui_build_sprite_from_sketch_workflow.py
@@ -200,7 +200,7 @@ def comfyui_build_sprite_from_sketch_workflow(
         size: lado en px del sprite generado (EmptyLatentImage size x size). El preprocesador
             normaliza el boceto a esta resolucion. 512 por defecto (SD1.5). keyword-only.
         seed: semilla del KSampler. keyword-only.
-        lora: LoRA de estilo opcional en models/loras (ej. 'dark_fantasy_sd15.safetensors').
+        lora: LoRA de estilo opcional en models/loras (ej. 'SD15_dark_fantasy.safetensors').
             None = sin LoRA. keyword-only.
         lora_strength: fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0]. keyword-only.
         preprocess: si True (default), inserta el preprocesador del control_type entre el
diff --git a/python/functions/ml/comfyui_build_sprite_sheet_workflow_test.py b/python/functions/ml/comfyui_build_sprite_sheet_workflow_test.py
index 20109553..4f46c462 100644
--- a/python/functions/ml/comfyui_build_sprite_sheet_workflow_test.py
+++ b/python/functions/ml/comfyui_build_sprite_sheet_workflow_test.py
@@ -66,11 +66,11 @@ def test_edge_opaque_no_rembg():
 
 def test_edge_char_lora():
     wf = comfyui_build_sprite_sheet_workflow(
-        "a hero", char_lora="anime_style_box_sd15.safetensors", lora_strength=0.8
+        "a hero", char_lora="SD15_anime_style_box.safetensors", lora_strength=0.8
     )
     loras = _by_class(wf, "LoraLoader")
     assert len(loras) == 1
-    assert loras[0]["inputs"]["lora_name"] == "anime_style_box_sd15.safetensors"
+    assert loras[0]["inputs"]["lora_name"] == "SD15_anime_style_box.safetensors"
 
 
 def test_error_empty_subject():
diff --git a/python/functions/ml/comfyui_build_status_effect_icon_workflow.md b/python/functions/ml/comfyui_build_status_effect_icon_workflow.md
index c388a078..d57dfb1e 100644
--- a/python/functions/ml/comfyui_build_status_effect_icon_workflow.md
+++ b/python/functions/ml/comfyui_build_status_effect_icon_workflow.md
@@ -28,7 +28,7 @@ params:
   - name: seed
     desc: "Semilla del KSampler. keyword-only."
   - name: lora
-    desc: "LoRA de estilo opcional en models/loras (ej. 'detail_tweaker_sd15.safetensors'). None = sin LoRA. keyword-only."
+    desc: "LoRA de estilo opcional en models/loras (ej. 'SD15_detail_tweaker.safetensors'). None = sin LoRA. keyword-only."
   - name: lora_strength
     desc: "Fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0]. keyword-only."
   - name: rembg_model
@@ -69,7 +69,7 @@ wf = comfyui_build_status_effect_icon_workflow(
 # Barra de estados coherente: misma firma de estilo para cada efecto.
 #   for fx in ["burning", "frozen", "shield", "regeneration", "stun", "speed boost"]:
 #       wf = comfyui_build_status_effect_icon_workflow(fx, ui_style="game status icon, bold symbol, flat",
-#                                                      lora="detail_tweaker_sd15.safetensors", seed=42)
+#                                                      lora="SD15_detail_tweaker.safetensors", seed=42)
 #       comfyui_submit_workflow(wf)  # -> comfyui_wait_result -> comfyui_fetch_output_image
 # Atlas de estados: montar los PNG resultantes con comfyui_build_grid.
 ```
diff --git a/python/functions/ml/comfyui_build_status_effect_icon_workflow.py b/python/functions/ml/comfyui_build_status_effect_icon_workflow.py
index d00e24a7..5fbe46ea 100644
--- a/python/functions/ml/comfyui_build_status_effect_icon_workflow.py
+++ b/python/functions/ml/comfyui_build_status_effect_icon_workflow.py
@@ -141,7 +141,7 @@ def comfyui_build_status_effect_icon_workflow(
             recortable luego por el caller/pipeline. keyword-only.
         seed: semilla del KSampler. keyword-only.
         lora: LoRA de estilo opcional en models/loras (ej.
-            'detail_tweaker_sd15.safetensors'). None = sin LoRA. keyword-only.
+            'SD15_detail_tweaker.safetensors'). None = sin LoRA. keyword-only.
         lora_strength: fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0].
             keyword-only.
         rembg_model: modelo Rembg ('u2net' general, 'isnet-anime' para anime).
diff --git a/python/functions/ml/comfyui_build_status_effect_icon_workflow_test.py b/python/functions/ml/comfyui_build_status_effect_icon_workflow_test.py
index c1ac2b40..9222c220 100644
--- a/python/functions/ml/comfyui_build_status_effect_icon_workflow_test.py
+++ b/python/functions/ml/comfyui_build_status_effect_icon_workflow_test.py
@@ -95,11 +95,11 @@ def test_edge_effect_reflected():
 def test_edge_lora_injected():
     """lora -> LoraLoader presente con la fuerza dada."""
     wf = comfyui_build_status_effect_icon_workflow(
-        "speed boost", lora="detail_tweaker_sd15.safetensors", lora_strength=0.8
+        "speed boost", lora="SD15_detail_tweaker.safetensors", lora_strength=0.8
     )
     loras = [n for n in wf.values() if n["class_type"] == "LoraLoader"]
     assert len(loras) == 1
-    assert loras[0]["inputs"]["lora_name"] == "detail_tweaker_sd15.safetensors"
+    assert loras[0]["inputs"]["lora_name"] == "SD15_detail_tweaker.safetensors"
     assert loras[0]["inputs"]["strength_model"] == pytest.approx(0.8)
 
 
diff --git a/python/functions/ml/comfyui_build_structure_workflow.md b/python/functions/ml/comfyui_build_structure_workflow.md
index cb961676..ef5091af 100644
--- a/python/functions/ml/comfyui_build_structure_workflow.md
+++ b/python/functions/ml/comfyui_build_structure_workflow.md
@@ -30,7 +30,7 @@ params:
   - name: seed
     desc: "Semilla del KSampler. Misma seed + misma structure/view/style -> mismo edificio. keyword-only."
   - name: lora
-    desc: "LoRA de estilo/isometrica opcional en models/loras (ej. 'isometric_game_assets_sd15.safetensors', 'stylized_buildings_xl.safetensors'). Para escenarios iso coherentes la LoRA iso fija el angulo 2:1. None = sin LoRA. keyword-only."
+    desc: "LoRA de estilo/isometrica opcional en models/loras (ej. 'SD15_isometric_game_assets.safetensors', 'SDXL_stylized_buildings.safetensors'). Para escenarios iso coherentes la LoRA iso fija el angulo 2:1. None = sin LoRA. keyword-only."
   - name: lora_strength
     desc: "Fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0]. keyword-only."
   - name: rembg_model
@@ -106,7 +106,7 @@ cada una y monta los PNG con `comfyui_build_grid`.
   etéreas/translúcidas que quieras conservar, pon `transparent=False` y recorta aparte.
 - **`view` fija la perspectiva del mapa**: `isometric` (default) para mapas iso 2:1;
   `side`/`front` para plataformas; `top-down` para cenital; `3/4` para vista de ¾. Para
-  iso estricto, añade la LoRA iso (`lora="isometric_game_assets_sd15.safetensors"`), que
+  iso estricto, añade la LoRA iso (`lora="SD15_isometric_game_assets.safetensors"`), que
   fija mejor el ángulo 2:1 que solo el prompt.
 - **Coherencia del set = mismos parámetros**: si cambias `view`/`style`/`checkpoint`/`lora`/
   `seed` entre edificios, el escenario deja de combinar. Fija esos y varía solo `structure`.
diff --git a/python/functions/ml/comfyui_build_structure_workflow.py b/python/functions/ml/comfyui_build_structure_workflow.py
index 37bbe5e1..0bb785d0 100644
--- a/python/functions/ml/comfyui_build_structure_workflow.py
+++ b/python/functions/ml/comfyui_build_structure_workflow.py
@@ -149,7 +149,7 @@ def comfyui_build_structure_workflow(
         seed: semilla del KSampler. Misma seed + misma structure/view/style -> mismo
             edificio. keyword-only.
         lora: LoRA de estilo/isometrica opcional en models/loras (ej.
-            'isometric_game_assets_sd15.safetensors', 'stylized_buildings_xl.safetensors').
+            'SD15_isometric_game_assets.safetensors', 'SDXL_stylized_buildings.safetensors').
             Para escenarios isometricos coherentes, la LoRA iso ayuda a fijar el angulo
             2:1. None = sin LoRA. keyword-only.
         lora_strength: fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0].
diff --git a/python/functions/ml/comfyui_build_structure_workflow_test.py b/python/functions/ml/comfyui_build_structure_workflow_test.py
index fe3fe4a5..fbb3b913 100644
--- a/python/functions/ml/comfyui_build_structure_workflow_test.py
+++ b/python/functions/ml/comfyui_build_structure_workflow_test.py
@@ -123,12 +123,12 @@ def test_edge_building_not_small_prop():
 def test_edge_lora_reflected():
     wf = comfyui_build_structure_workflow(
         "wizard tower",
-        lora="isometric_game_assets_sd15.safetensors",
+        lora="SD15_isometric_game_assets.safetensors",
         lora_strength=0.9,
     )
     loras = _by_class(wf, "LoraLoader")
     assert len(loras) == 1
-    assert loras[0]["inputs"]["lora_name"] == "isometric_game_assets_sd15.safetensors"
+    assert loras[0]["inputs"]["lora_name"] == "SD15_isometric_game_assets.safetensors"
     assert loras[0]["inputs"]["strength_model"] == 0.9
 
 
@@ -148,9 +148,9 @@ def test_error_empty_structure():
 
 def test_determinism():
     a = comfyui_build_structure_workflow(
-        "wizard tower", lora="stylized_buildings_xl.safetensors", seed=7
+        "wizard tower", lora="SDXL_stylized_buildings.safetensors", seed=7
     )
     b = comfyui_build_structure_workflow(
-        "wizard tower", lora="stylized_buildings_xl.safetensors", seed=7
+        "wizard tower", lora="SDXL_stylized_buildings.safetensors", seed=7
     )
     assert a == b
diff --git a/python/functions/ml/comfyui_build_title_lettering_workflow_test.py b/python/functions/ml/comfyui_build_title_lettering_workflow_test.py
index 6e8e789a..33ee0b20 100644
--- a/python/functions/ml/comfyui_build_title_lettering_workflow_test.py
+++ b/python/functions/ml/comfyui_build_title_lettering_workflow_test.py
@@ -121,11 +121,11 @@ def test_edge_negative_allows_text():
 def test_edge_lora_injected():
     """lora -> LoraLoader presente con la fuerza dada."""
     wf = comfyui_build_title_lettering_workflow(
-        "EMPIRE", lora="logo_style_sd15.safetensors", lora_strength=0.7
+        "EMPIRE", lora="SD15_logo_style.safetensors", lora_strength=0.7
     )
     loras = [n for n in wf.values() if n["class_type"] == "LoraLoader"]
     assert len(loras) == 1
-    assert loras[0]["inputs"]["lora_name"] == "logo_style_sd15.safetensors"
+    assert loras[0]["inputs"]["lora_name"] == "SD15_logo_style.safetensors"
     assert loras[0]["inputs"]["strength_model"] == pytest.approx(0.7)
 
 
diff --git a/python/functions/ml/comfyui_build_topdown_sprite_workflow.md b/python/functions/ml/comfyui_build_topdown_sprite_workflow.md
index 9dc1e130..1802c3d1 100644
--- a/python/functions/ml/comfyui_build_topdown_sprite_workflow.md
+++ b/python/functions/ml/comfyui_build_topdown_sprite_workflow.md
@@ -30,7 +30,7 @@ params:
   - name: seed
     desc: "Semilla del KSampler. Misma seed + misma subject/style -> misma figura; variar solo `direction` da las vistas coherentes de movimiento. keyword-only."
   - name: lora
-    desc: "LoRA de estilo/top-down opcional en models/loras (ej. 'topdown_rpg_sd15.safetensors'). None = sin LoRA. keyword-only."
+    desc: "LoRA de estilo/top-down opcional en models/loras (ej. 'SD15_topdown_rpg.safetensors'). None = sin LoRA. keyword-only."
   - name: lora_strength
     desc: "Fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0]. keyword-only."
   - name: rembg_model
diff --git a/python/functions/ml/comfyui_build_topdown_sprite_workflow.py b/python/functions/ml/comfyui_build_topdown_sprite_workflow.py
index 32dcedf1..f9f8288e 100644
--- a/python/functions/ml/comfyui_build_topdown_sprite_workflow.py
+++ b/python/functions/ml/comfyui_build_topdown_sprite_workflow.py
@@ -154,7 +154,7 @@ def comfyui_build_topdown_sprite_workflow(
             figura; variar solo `direction` da las vistas coherentes de movimiento.
             keyword-only.
         lora: LoRA de estilo/top-down opcional en models/loras (ej.
-            'topdown_rpg_sd15.safetensors'). None = sin LoRA. keyword-only.
+            'SD15_topdown_rpg.safetensors'). None = sin LoRA. keyword-only.
         lora_strength: fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0].
             keyword-only.
         rembg_model: modelo Rembg ('u2net' general, 'isnet-anime' para anime). Solo
diff --git a/python/functions/ml/comfyui_build_topdown_sprite_workflow_test.py b/python/functions/ml/comfyui_build_topdown_sprite_workflow_test.py
index 785cb636..92c061f8 100644
--- a/python/functions/ml/comfyui_build_topdown_sprite_workflow_test.py
+++ b/python/functions/ml/comfyui_build_topdown_sprite_workflow_test.py
@@ -111,11 +111,11 @@ def test_edge_style_in_prompt():
 
 def test_edge_lora_reflected():
     wf = comfyui_build_topdown_sprite_workflow(
-        "a knight character", lora="topdown_rpg_sd15.safetensors", lora_strength=0.9
+        "a knight character", lora="SD15_topdown_rpg.safetensors", lora_strength=0.9
     )
     loras = _by_class(wf, "LoraLoader")
     assert len(loras) == 1
-    assert loras[0]["inputs"]["lora_name"] == "topdown_rpg_sd15.safetensors"
+    assert loras[0]["inputs"]["lora_name"] == "SD15_topdown_rpg.safetensors"
     assert loras[0]["inputs"]["strength_model"] == 0.9
 
 
@@ -129,9 +129,9 @@ def test_error_empty_subject():
 
 def test_determinism():
     a = comfyui_build_topdown_sprite_workflow(
-        "a knight character", direction="east", lora="topdown_rpg_sd15.safetensors", seed=5
+        "a knight character", direction="east", lora="SD15_topdown_rpg.safetensors", seed=5
     )
     b = comfyui_build_topdown_sprite_workflow(
-        "a knight character", direction="east", lora="topdown_rpg_sd15.safetensors", seed=5
+        "a knight character", direction="east", lora="SD15_topdown_rpg.safetensors", seed=5
     )
     assert a == b
diff --git a/python/functions/ml/comfyui_build_trap_hazard_workflow.md b/python/functions/ml/comfyui_build_trap_hazard_workflow.md
index 4c5bb3e1..9ca95e08 100644
--- a/python/functions/ml/comfyui_build_trap_hazard_workflow.md
+++ b/python/functions/ml/comfyui_build_trap_hazard_workflow.md
@@ -30,7 +30,7 @@ params:
   - name: seed
     desc: "Semilla del KSampler. Misma seed + mismo hazard/view/style -> misma trampa. keyword-only."
   - name: lora
-    desc: "LoRA de estilo opcional en models/loras (ej. 'pixel_art_sd15.safetensors', 'stylized_game_assets_xl.safetensors'). None = sin LoRA. keyword-only."
+    desc: "LoRA de estilo opcional en models/loras (ej. 'SD15_pixel_art.safetensors', 'SDXL_stylized_game_assets.safetensors'). None = sin LoRA. keyword-only."
   - name: lora_strength
     desc: "Fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0]. keyword-only."
   - name: rembg_model
diff --git a/python/functions/ml/comfyui_build_trap_hazard_workflow.py b/python/functions/ml/comfyui_build_trap_hazard_workflow.py
index 05374259..337d6834 100644
--- a/python/functions/ml/comfyui_build_trap_hazard_workflow.py
+++ b/python/functions/ml/comfyui_build_trap_hazard_workflow.py
@@ -151,7 +151,7 @@ def comfyui_build_trap_hazard_workflow(
         seed: semilla del KSampler. Misma seed + mismo hazard/view/style -> misma trampa.
             keyword-only.
         lora: LoRA de estilo opcional en models/loras (ej.
-            'pixel_art_sd15.safetensors', 'stylized_game_assets_xl.safetensors'). None =
+            'SD15_pixel_art.safetensors', 'SDXL_stylized_game_assets.safetensors'). None =
             sin LoRA. keyword-only.
         lora_strength: fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0].
             keyword-only.
diff --git a/python/functions/ml/comfyui_build_trap_hazard_workflow_test.py b/python/functions/ml/comfyui_build_trap_hazard_workflow_test.py
index 586d110b..997a8b84 100644
--- a/python/functions/ml/comfyui_build_trap_hazard_workflow_test.py
+++ b/python/functions/ml/comfyui_build_trap_hazard_workflow_test.py
@@ -118,11 +118,11 @@ def test_edge_negative_rejects_living_character():
 
 def test_edge_lora_injected():
     wf = comfyui_build_trap_hazard_workflow(
-        "bear trap", lora="pixel_art_sd15.safetensors", lora_strength=0.8
+        "bear trap", lora="SD15_pixel_art.safetensors", lora_strength=0.8
     )
     loras = _by_class(wf, "LoraLoader")
     assert len(loras) == 1
-    assert loras[0]["inputs"]["lora_name"] == "pixel_art_sd15.safetensors"
+    assert loras[0]["inputs"]["lora_name"] == "SD15_pixel_art.safetensors"
     assert loras[0]["inputs"]["strength_model"] == 0.8
 
 
diff --git a/python/functions/ml/comfyui_build_ui_hud_workflow.md b/python/functions/ml/comfyui_build_ui_hud_workflow.md
index 9dfe2377..405ecde1 100644
--- a/python/functions/ml/comfyui_build_ui_hud_workflow.md
+++ b/python/functions/ml/comfyui_build_ui_hud_workflow.md
@@ -28,7 +28,7 @@ params:
   - name: seed
     desc: "Semilla del KSampler. keyword-only."
   - name: lora
-    desc: "LoRA de estilo opcional en models/loras (ej. 'detail_tweaker_sd15.safetensors'). None = sin LoRA. keyword-only."
+    desc: "LoRA de estilo opcional en models/loras (ej. 'SD15_detail_tweaker.safetensors'). None = sin LoRA. keyword-only."
   - name: lora_strength
     desc: "Fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0]. keyword-only."
   - name: rembg_model
@@ -69,7 +69,7 @@ wf = comfyui_build_ui_hud_workflow(
 # HUD coherente: misma firma de estilo para cada pieza de la interfaz.
 #   for el in ["wooden button", "ornate frame", "mana orb", "menu cursor"]:
 #       wf = comfyui_build_ui_hud_workflow(el, ui_style="fantasy game UI",
-#                                          lora="detail_tweaker_sd15.safetensors", seed=42)
+#                                          lora="SD15_detail_tweaker.safetensors", seed=42)
 #       comfyui_submit_workflow(wf)  # -> comfyui_wait_result -> comfyui_fetch_output_image
 # Atlas del HUD: montar los PNG resultantes con comfyui_build_grid.
 ```
diff --git a/python/functions/ml/comfyui_build_ui_hud_workflow.py b/python/functions/ml/comfyui_build_ui_hud_workflow.py
index cbdc7dea..a86b6564 100644
--- a/python/functions/ml/comfyui_build_ui_hud_workflow.py
+++ b/python/functions/ml/comfyui_build_ui_hud_workflow.py
@@ -129,7 +129,7 @@ def comfyui_build_ui_hud_workflow(
             recortable luego por el caller/pipeline. keyword-only.
         seed: semilla del KSampler. keyword-only.
         lora: LoRA de estilo opcional en models/loras (ej.
-            'detail_tweaker_sd15.safetensors'). None = sin LoRA. keyword-only.
+            'SD15_detail_tweaker.safetensors'). None = sin LoRA. keyword-only.
         lora_strength: fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0].
             keyword-only.
         rembg_model: modelo Rembg ('u2net' general, 'isnet-anime' para anime).
diff --git a/python/functions/ml/comfyui_build_ui_hud_workflow_test.py b/python/functions/ml/comfyui_build_ui_hud_workflow_test.py
index 94049b2d..6a1fdb4b 100644
--- a/python/functions/ml/comfyui_build_ui_hud_workflow_test.py
+++ b/python/functions/ml/comfyui_build_ui_hud_workflow_test.py
@@ -74,11 +74,11 @@ def test_edge_ui_style_in_prompt():
 
 def test_edge_lora_reflected():
     wf = comfyui_build_ui_hud_workflow(
-        "magic icon", lora="detail_tweaker_sd15.safetensors", lora_strength=0.9
+        "magic icon", lora="SD15_detail_tweaker.safetensors", lora_strength=0.9
     )
     loras = _by_class(wf, "LoraLoader")
     assert len(loras) == 1
-    assert loras[0]["inputs"]["lora_name"] == "detail_tweaker_sd15.safetensors"
+    assert loras[0]["inputs"]["lora_name"] == "SD15_detail_tweaker.safetensors"
     assert loras[0]["inputs"]["strength_model"] == 0.9
 
 
@@ -91,6 +91,6 @@ def test_error_empty_element():
 
 
 def test_determinism():
-    a = comfyui_build_ui_hud_workflow("menu cursor", lora="detail_tweaker_sd15.safetensors", seed=7)
-    b = comfyui_build_ui_hud_workflow("menu cursor", lora="detail_tweaker_sd15.safetensors", seed=7)
+    a = comfyui_build_ui_hud_workflow("menu cursor", lora="SD15_detail_tweaker.safetensors", seed=7)
+    b = comfyui_build_ui_hud_workflow("menu cursor", lora="SD15_detail_tweaker.safetensors", seed=7)
     assert a == b
diff --git a/python/functions/ml/comfyui_build_vehicle_mount_workflow.md b/python/functions/ml/comfyui_build_vehicle_mount_workflow.md
index bb1ddf34..041117f6 100644
--- a/python/functions/ml/comfyui_build_vehicle_mount_workflow.md
+++ b/python/functions/ml/comfyui_build_vehicle_mount_workflow.md
@@ -30,7 +30,7 @@ params:
   - name: seed
     desc: "Semilla del KSampler. Misma seed + mismo vehicle/view/style -> mismo vehiculo. keyword-only."
   - name: lora
-    desc: "LoRA de estilo opcional en models/loras (ej. 'vehicle_concept_sd15.safetensors', 'mecha_xl.safetensors'). None = sin LoRA. keyword-only."
+    desc: "LoRA de estilo opcional en models/loras (ej. 'SD15_vehicle_concept.safetensors', 'SDXL_mecha.safetensors'). None = sin LoRA. keyword-only."
   - name: lora_strength
     desc: "Fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0]. keyword-only."
   - name: rembg_model
diff --git a/python/functions/ml/comfyui_build_vehicle_mount_workflow.py b/python/functions/ml/comfyui_build_vehicle_mount_workflow.py
index 9b144cd4..50af3e03 100644
--- a/python/functions/ml/comfyui_build_vehicle_mount_workflow.py
+++ b/python/functions/ml/comfyui_build_vehicle_mount_workflow.py
@@ -153,7 +153,7 @@ def comfyui_build_vehicle_mount_workflow(
         seed: semilla del KSampler. Misma seed + mismo vehicle/view/style -> mismo
             vehiculo. keyword-only.
         lora: LoRA de estilo opcional en models/loras (ej.
-            'vehicle_concept_sd15.safetensors', 'mecha_xl.safetensors'). None = sin
+            'SD15_vehicle_concept.safetensors', 'SDXL_mecha.safetensors'). None = sin
             LoRA. keyword-only.
         lora_strength: fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0].
             keyword-only.
diff --git a/python/functions/ml/comfyui_build_vehicle_mount_workflow_test.py b/python/functions/ml/comfyui_build_vehicle_mount_workflow_test.py
index dcb5074d..c583af47 100644
--- a/python/functions/ml/comfyui_build_vehicle_mount_workflow_test.py
+++ b/python/functions/ml/comfyui_build_vehicle_mount_workflow_test.py
@@ -98,11 +98,11 @@ def test_edge_style_in_prompt():
 
 def test_edge_lora_reflected():
     wf = comfyui_build_vehicle_mount_workflow(
-        "mecha walker", lora="mecha_xl.safetensors", lora_strength=0.9
+        "mecha walker", lora="SDXL_mecha.safetensors", lora_strength=0.9
     )
     loras = _by_class(wf, "LoraLoader")
     assert len(loras) == 1
-    assert loras[0]["inputs"]["lora_name"] == "mecha_xl.safetensors"
+    assert loras[0]["inputs"]["lora_name"] == "SDXL_mecha.safetensors"
     assert loras[0]["inputs"]["strength_model"] == 0.9
 
 
@@ -116,9 +116,9 @@ def test_error_empty_vehicle():
 
 def test_determinism():
     a = comfyui_build_vehicle_mount_workflow(
-        "griffon mount", view="iso", lora="vehicle_concept_sd15.safetensors", seed=7
+        "griffon mount", view="iso", lora="SD15_vehicle_concept.safetensors", seed=7
     )
     b = comfyui_build_vehicle_mount_workflow(
-        "griffon mount", view="iso", lora="vehicle_concept_sd15.safetensors", seed=7
+        "griffon mount", view="iso", lora="SD15_vehicle_concept.safetensors", seed=7
     )
     assert a == b
diff --git a/python/functions/ml/comfyui_build_vfx_spritesheet_workflow_test.py b/python/functions/ml/comfyui_build_vfx_spritesheet_workflow_test.py
index ca6bd674..94142e6e 100644
--- a/python/functions/ml/comfyui_build_vfx_spritesheet_workflow_test.py
+++ b/python/functions/ml/comfyui_build_vfx_spritesheet_workflow_test.py
@@ -47,7 +47,7 @@ def test_edge_open_loop():
 
 def test_edge_lora_fx():
     wf = comfyui_build_vfx_spritesheet_workflow(
-        "explosion", lora="detail_tweaker_sd15.safetensors", lora_strength=1.0
+        "explosion", lora="SD15_detail_tweaker.safetensors", lora_strength=1.0
     )
     loras = _by_class(wf, "LoraLoader")
     assert len(loras) == 1
diff --git a/python/functions/ml/comfyui_build_weather_overlay_workflow_test.py b/python/functions/ml/comfyui_build_weather_overlay_workflow_test.py
index 6c1e0b2a..0d0352d1 100644
--- a/python/functions/ml/comfyui_build_weather_overlay_workflow_test.py
+++ b/python/functions/ml/comfyui_build_weather_overlay_workflow_test.py
@@ -119,11 +119,11 @@ def test_edge_negative_isolates_layer():
 
 def test_edge_lora_reflected():
     wf = comfyui_build_weather_overlay_workflow(
-        "falling snow", lora="vfx_sd15.safetensors", lora_strength=0.8
+        "falling snow", lora="SD15_vfx.safetensors", lora_strength=0.8
     )
     loras = _by_class(wf, "LoraLoader")
     assert len(loras) == 1
-    assert loras[0]["inputs"]["lora_name"] == "vfx_sd15.safetensors"
+    assert loras[0]["inputs"]["lora_name"] == "SD15_vfx.safetensors"
     assert loras[0]["inputs"]["strength_model"] == 0.8
 
 
@@ -137,9 +137,9 @@ def test_error_empty_weather():
 
 def test_determinism():
     a = comfyui_build_weather_overlay_workflow(
-        "heavy rain", on_black=True, lora="vfx_sd15.safetensors", seed=7
+        "heavy rain", on_black=True, lora="SD15_vfx.safetensors", seed=7
     )
     b = comfyui_build_weather_overlay_workflow(
-        "heavy rain", on_black=True, lora="vfx_sd15.safetensors", seed=7
+        "heavy rain", on_black=True, lora="SD15_vfx.safetensors", seed=7
     )
     assert a == b
diff --git a/python/functions/ml/comfyui_build_world_map_workflow.md b/python/functions/ml/comfyui_build_world_map_workflow.md
index f36e686a..69f56c88 100644
--- a/python/functions/ml/comfyui_build_world_map_workflow.md
+++ b/python/functions/ml/comfyui_build_world_map_workflow.md
@@ -30,7 +30,7 @@ params:
   - name: seed
     desc: "Semilla del KSampler (y de la pasada hires). Misma seed + misma region -> mismo mapa. keyword-only."
   - name: lora
-    desc: "LoRA de estilo opcional en models/loras (ej. 'cartography_sd15.safetensors', 'old_map_xl.safetensors'). None = sin LoRA. Encadena la identidad visual del mapa del juego. keyword-only."
+    desc: "LoRA de estilo opcional en models/loras (ej. 'SD15_cartography.safetensors', 'SDXL_old_map.safetensors'). None = sin LoRA. Encadena la identidad visual del mapa del juego. keyword-only."
   - name: lora_strength
     desc: "Fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0]. keyword-only."
   - name: negative
diff --git a/python/functions/ml/comfyui_build_world_map_workflow.py b/python/functions/ml/comfyui_build_world_map_workflow.py
index 68d973a9..12bf8cdf 100644
--- a/python/functions/ml/comfyui_build_world_map_workflow.py
+++ b/python/functions/ml/comfyui_build_world_map_workflow.py
@@ -116,7 +116,7 @@ def comfyui_build_world_map_workflow(
         seed: semilla del KSampler (y de la pasada hires). Misma seed + misma region
             -> mismo mapa. keyword-only.
         lora: LoRA de estilo opcional en models/loras (ej. 'cartography_sd15.safe-
-            tensors', 'old_map_xl.safetensors'). None = sin LoRA. Encadena la
+            tensors', 'SDXL_old_map.safetensors'). None = sin LoRA. Encadena la
             identidad visual del mapa del juego. keyword-only.
         lora_strength: fuerza del LoRA sobre model y clip. Se clampa a [0.0, 2.0].
             keyword-only.
diff --git a/python/functions/ml/comfyui_build_world_map_workflow_test.py b/python/functions/ml/comfyui_build_world_map_workflow_test.py
index 97ee97a3..ad4bcc70 100644
--- a/python/functions/ml/comfyui_build_world_map_workflow_test.py
+++ b/python/functions/ml/comfyui_build_world_map_workflow_test.py
@@ -101,13 +101,13 @@ def test_edge_map_style_in_prompt():
 def test_edge_lora_reflected():
     wf = comfyui_build_world_map_workflow(
         "an archipelago of volcanic islands",
-        lora="cartography_sd15.safetensors",
+        lora="SD15_cartography.safetensors",
         lora_strength=0.9,
         hires=False,
     )
     loras = _by_class(wf, "LoraLoader")
     assert len(loras) == 1
-    assert loras[0]["inputs"]["lora_name"] == "cartography_sd15.safetensors"
+    assert loras[0]["inputs"]["lora_name"] == "SD15_cartography.safetensors"
     assert loras[0]["inputs"]["strength_model"] == 0.9
     # Con lora el KSampler.model ya NO viene del checkpoint directo.
     ksampler = _by_class(wf, "KSampler")[0]
diff --git a/python/functions/ml/comfyui_compose_capabilities.md b/python/functions/ml/comfyui_compose_capabilities.md
index 855c8351..5d15a078 100644
--- a/python/functions/ml/comfyui_compose_capabilities.md
+++ b/python/functions/ml/comfyui_compose_capabilities.md
@@ -48,8 +48,8 @@ base = comfyui_build_txt2img_workflow("dreamshaper_8.safetensors", "a hero, 3d r
 mixed = comfyui_compose_capabilities(
     base,
     loras=[
-        {"name": "3d_render_redmond_sd15.safetensors", "strength_model": 0.9},
-        {"name": "detail_tweaker_sd15.safetensors", "strength_model": 0.5},
+        {"name": "SD15_3d_render_redmond.safetensors", "strength_model": 0.9},
+        {"name": "SD15_detail_tweaker.safetensors", "strength_model": 0.5},
     ],
     facedetailer={"denoise": 0.45},
     # controlnet=..., ipadapter=..., hires=...  -> None = desactivadas
diff --git a/python/functions/ml/comfyui_compose_capabilities.py b/python/functions/ml/comfyui_compose_capabilities.py
index 1f072492..55d67dbe 100644
--- a/python/functions/ml/comfyui_compose_capabilities.py
+++ b/python/functions/ml/comfyui_compose_capabilities.py
@@ -195,8 +195,8 @@ if __name__ == "__main__":
     mixed = comfyui_compose_capabilities(
         base,
         loras=[
-            {"name": "3d_render_redmond_sd15.safetensors", "strength_model": 0.9},
-            {"name": "detail_tweaker_sd15.safetensors", "strength_model": 0.5},
+            {"name": "SD15_3d_render_redmond.safetensors", "strength_model": 0.9},
+            {"name": "SD15_detail_tweaker.safetensors", "strength_model": 0.5},
         ],
         facedetailer={"denoise": 0.45},
     )
diff --git a/python/functions/ml/comfyui_get_gamedev_style_preset.md b/python/functions/ml/comfyui_get_gamedev_style_preset.md
index 43d7d515..3f289864 100644
--- a/python/functions/ml/comfyui_get_gamedev_style_preset.md
+++ b/python/functions/ml/comfyui_get_gamedev_style_preset.md
@@ -19,7 +19,7 @@ params:
     desc: "Identificador del estilo: 'gameboy', 'ghibli' o 'pixel-art-retro'. Insensible a mayusculas y a '_' vs '-'. Si es None o cadena vacia devuelve el catalogo {names, count} en vez de una receta (discovery)."
 output: "Si name es None/'': dict {names: list[str], count: int} con el catalogo. Si name es valido: copia profunda de la receta del estilo con campos {name, subject_prefix, subject_suffix, style, negative, checkpoint, lora, lora_strength, size, transparent, post, notes}. Es una COPIA — mutarla no afecta al registro interno."
 tested: true
-tests: ["golden: los 3 presets (gameboy/ghibli/pixel-art-retro) devuelven recetas con todos los campos requeridos, checkpoint .safetensors, size>0", "golden gameboy: lora None + post pixelize paleta game-boy 4 colores", "golden pixel-art-retro: lora pixel-art-xl SDXL + checkpoint juggernaut + size>=768 + post pixelize", "golden ghibli: degrada a watercolor_style_sd15 + sin post pixelize", "edge name None/'' -> catalogo de 3 nombres", "edge insensible a mayusculas y '_'/'-'", "edge devuelve copia profunda (mutar no afecta), error name desconocido -> ValueError listando disponibles"]
+tests: ["golden: los 3 presets (gameboy/ghibli/pixel-art-retro) devuelven recetas con todos los campos requeridos, checkpoint .safetensors, size>0", "golden gameboy: lora None + post pixelize paleta game-boy 4 colores", "golden pixel-art-retro: lora SDXL_pixel-art SDXL + checkpoint juggernaut + size>=768 + post pixelize", "golden ghibli: degrada a SD15_watercolor_style + sin post pixelize", "edge name None/'' -> catalogo de 3 nombres", "edge insensible a mayusculas y '_'/'-'", "edge devuelve copia profunda (mutar no afecta), error name desconocido -> ValueError listando disponibles"]
 test_file_path: "python/functions/ml/comfyui_get_gamedev_style_preset_test.py"
 file_path: "python/functions/ml/comfyui_get_gamedev_style_preset.py"
 ---
@@ -64,11 +64,11 @@ para descubrir los estilos disponibles.
   `comfyui_submit_workflow`/`comfyui_wait_result`/`comfyui_fetch_output_image` +
   `comfyui_pixelize_image`.
 - **El checkpoint y el LoRA deben casar de base**: `pixel-art-retro` usa el LoRA SDXL
-  `pixel-art-xl` -> exige `checkpoint` SDXL (`juggernaut_xl_v11`) y `size` 768. Aplicar un
+  `SDXL_pixel-art` -> exige `checkpoint` SDXL (`juggernaut_xl_v11`) y `size` 768. Aplicar un
   LoRA SDXL sobre un checkpoint SD1.5 da basura. Si anades un estilo con LoRA nuevo,
   descargalo a `models/loras` y verifica su base antes.
 - **ghibli no usa un LoRA Ghibli dedicado**: no hay ninguno instalado y no se descargo
-  ninguno gated/de pago. Degrada a `watercolor_style_sd15` (gratis, ya instalado) +
+  ninguno gated/de pago. Degrada a `SD15_watercolor_style` (gratis, ya instalado) +
   prompt Ghibli para el look pintado/acuarela. Un LoRA Ghibli especifico de Civitai
   mejoraria el parecido facial — pendiente humano.
 - **gameboy se resuelve por POST, no por LoRA**: sin LoRA; el look DMG de 4 tonos verde lo
@@ -76,8 +76,8 @@ para descubrir los estilos disponibles.
   aplicar el post (`preset["post"]["pixelize"]`) o solo vera un sprite monocromo-ish sin
   la paleta sellada.
 - **Modelos verificados en el servidor** (8GB lowvram, modelos en `/mnt/2tb`): si cambias
-  de PC valida que `dreamshaper_8`, `juggernaut_xl_v11`, `pixel-art-xl` y
-  `watercolor_style_sd15` existan (`GET /object_info/CheckpointLoaderSimple` y `/LoraLoader`).
+  de PC valida que `dreamshaper_8`, `juggernaut_xl_v11`, `SDXL_pixel-art` y
+  `SD15_watercolor_style` existan (`GET /object_info/CheckpointLoaderSimple` y `/LoraLoader`).
 
 ## Capability growth log
 
diff --git a/python/functions/ml/comfyui_get_gamedev_style_preset.py b/python/functions/ml/comfyui_get_gamedev_style_preset.py
index c3e87417..3f776027 100644
--- a/python/functions/ml/comfyui_get_gamedev_style_preset.py
+++ b/python/functions/ml/comfyui_get_gamedev_style_preset.py
@@ -45,7 +45,7 @@ import copy
 
 # Modelos verificados presentes en el servidor (8GB lowvram, modelos en /mnt/2tb):
 #   checkpoints: dreamshaper_8 (SD1.5), juggernaut_xl_v11 (SDXL)
-#   loras:       pixel-art-xl (SDXL), watercolor_style_sd15 (SD1.5), ...
+#   loras:       SDXL_pixel-art (SDXL), SD15_watercolor_style (SD1.5), ...
 # Si se anade un estilo con un LoRA nuevo, descargar antes a models/loras y verificar
 # que el `checkpoint` casa con su base (un LoRA SDXL exige checkpoint SDXL).
 _PRESETS: dict[str, dict] = {
@@ -82,7 +82,7 @@ _PRESETS: dict[str, dict] = {
     },
     # Studio Ghibli: anime pintado a mano, colores suaves, fondos acuarela. No hay un LoRA
     # Ghibli dedicado instalado (no se descargo ninguno gated/de pago); el look pintado se
-    # logra con watercolor_style_sd15 (LoRA gratis ya instalado) a fuerza media + prompt
+    # logra con SD15_watercolor_style (LoRA gratis ya instalado) a fuerza media + prompt
     # Ghibli. Sin post-proceso (es ilustracion pintada, no pixelart).
     "ghibli": {
         "name": "ghibli",
@@ -91,20 +91,20 @@ _PRESETS: dict[str, dict] = {
         "style": "Studio Ghibli style, hand-painted anime, soft colors, watercolor background, whimsical, gentle, detailed illustration",
         "negative": "photo, photorealistic, 3d render, harsh shadows, pixel art, lowres, deformed, text, watermark, signature",
         "checkpoint": "dreamshaper_8.safetensors",
-        "lora": "watercolor_style_sd15.safetensors",
+        "lora": "SD15_watercolor_style.safetensors",
         "lora_strength": 0.7,
         "size": 512,
         "transparent": False,
         "post": {},
         "notes": (
             "No hay LoRA Ghibli dedicado instalado y no se descargo ninguno gated/de pago "
-            "(error-path: degradar a LoRA gratis + prompt). watercolor_style_sd15 (gratis, ya "
+            "(error-path: degradar a LoRA gratis + prompt). SD15_watercolor_style (gratis, ya "
             "instalado) a strength 0.7 + prompt Ghibli da el look pintado/acuarela. Un LoRA "
             "Ghibli especifico de Civitai mejoraria el parecido facial — pendiente humano si "
             "se quiere. transparent=False para conservar el fondo acuarela."
         ),
     },
-    # Pixel-art retro 16-bit (SNES/Genesis): reutiliza el LoRA pixel-art-xl ya instalado
+    # Pixel-art retro 16-bit (SNES/Genesis): reutiliza el LoRA SDXL_pixel-art ya instalado
     # (es SDXL -> exige checkpoint SDXL juggernaut_xl_v11 y resolucion mayor). El post
     # pixelize a 16 colores sella los pixeles duros (el LoRA da el estilo, el post el grid).
     "pixel-art-retro": {
@@ -114,7 +114,7 @@ _PRESETS: dict[str, dict] = {
         "style": "16-bit pixel art, SNES JRPG sprite, retro game, limited palette, clean outline, flat colors",
         "negative": "blurry, smooth, photorealistic, 3d render, realistic, antialiasing, soft, gradient, noise",
         "checkpoint": "juggernaut_xl_v11.safetensors",
-        "lora": "pixel-art-xl.safetensors",
+        "lora": "SDXL_pixel-art.safetensors",
         "lora_strength": 1.0,
         "size": 768,
         "transparent": False,
@@ -128,8 +128,8 @@ _PRESETS: dict[str, dict] = {
             }
         },
         "notes": (
-            "Reutiliza pixel-art-xl.safetensors (SDXL, ya instalado) -> requiere checkpoint "
-            "SDXL juggernaut_xl_v11 y size 768 (a 512 SDXL+pixel-art-xl pierde calidad). El "
+            "Reutiliza SDXL_pixel-art.safetensors (SDXL, ya instalado) -> requiere checkpoint "
+            "SDXL juggernaut_xl_v11 y size 768 (a 512 SDXL+SDXL_pixel-art pierde calidad). El "
             "post pixelize a 16 colores (paleta auto MEDIANCUT) da el grid duro 16-bit. OOM en "
             "8GB -> bajar size a 512 (NO matar procesos). El LoRA da el estilo; el post el grid."
         ),
@@ -176,7 +176,7 @@ _PRESETS: dict[str, dict] = {
         "transparent": True,
         "post": {},
         "notes": (
-            "Sin LoRA a propósito: 3d_render_redmond_sd15 (instalado) empuja a render "
+            "Sin LoRA a propósito: SD15_3d_render_redmond (instalado) empuja a render "
             "fotorrealista, lo OPUESTO a low-poly. El look faceteado/flat lo da el prompt "
             "(low poly, faceted, flat shading, PS1) sobre dreamshaper_8 (SD1.5). Sin post: el "
             "flat shading es limpio de por sí, no necesita pixelize. transparent=True porque un "
@@ -185,7 +185,7 @@ _PRESETS: dict[str, dict] = {
     },
     # Cartoon cel-shaded: dibujos animados / anime con sombreado plano por celdas, líneas
     # negras gruesas, colores saturados y planos (look toon/Borderlands/Zelda Wind Waker).
-    # Usa anime_style_box_sd15 (LoRA gratis ya instalado) a fuerza media + prompt cel-shaded.
+    # Usa SD15_anime_style_box (LoRA gratis ya instalado) a fuerza media + prompt cel-shaded.
     # Sin post (es ilustración vectorial limpia, no pixelart).
     "cartoon-cel-shaded": {
         "name": "cartoon-cel-shaded",
@@ -194,13 +194,13 @@ _PRESETS: dict[str, dict] = {
         "style": "cartoon cel-shaded art, bold black outlines, flat color fills, hard cel shadows, vibrant saturated colors, clean vector look, anime toon shading, comic style",
         "negative": "photorealistic, soft shading, gradient, realistic texture, painterly, blurry, noisy, pixel art, lowres, grainy, deformed, text, watermark, signature",
         "checkpoint": "dreamshaper_8.safetensors",
-        "lora": "anime_style_box_sd15.safetensors",
+        "lora": "SD15_anime_style_box.safetensors",
         "lora_strength": 0.7,
         "size": 512,
         "transparent": True,
         "post": {},
         "notes": (
-            "anime_style_box_sd15.safetensors (gratis, ya instalado en /mnt/2tb) a strength 0.7 "
+            "SD15_anime_style_box.safetensors (gratis, ya instalado en /mnt/2tb) a strength 0.7 "
             "empuja el toon/anime; el prompt sella el cel-shading (outlines negros gruesos, "
             "sombras duras por celdas, colores planos saturados). SD1.5 (dreamshaper_8). Sin "
             "post: el look vectorial limpio no necesita pixelize. transparent=True para recortar "
diff --git a/python/functions/ml/comfyui_get_gamedev_style_preset_test.py b/python/functions/ml/comfyui_get_gamedev_style_preset_test.py
index 1499b3b4..44d72f8b 100644
--- a/python/functions/ml/comfyui_get_gamedev_style_preset_test.py
+++ b/python/functions/ml/comfyui_get_gamedev_style_preset_test.py
@@ -48,8 +48,8 @@ def test_golden_gameboy_recipe():
 
 def test_golden_pixel_retro_uses_sdxl_lora():
     r = comfyui_get_gamedev_style_preset("pixel-art-retro")
-    # Reutiliza pixel-art-xl (SDXL) -> checkpoint SDXL + size mayor + pixelize.
-    assert r["lora"] == "pixel-art-xl.safetensors"
+    # Reutiliza SDXL_pixel-art (SDXL) -> checkpoint SDXL + size mayor + pixelize.
+    assert r["lora"] == "SDXL_pixel-art.safetensors"
     assert r["checkpoint"] == "juggernaut_xl_v11.safetensors"
     assert r["size"] >= 768
     assert "pixelize" in r["post"]
@@ -58,7 +58,7 @@ def test_golden_pixel_retro_uses_sdxl_lora():
 def test_golden_ghibli_degrades_to_watercolor_lora():
     r = comfyui_get_gamedev_style_preset("ghibli")
     # Sin LoRA Ghibli dedicado -> watercolor instalado + prompt; sin post pixelize.
-    assert r["lora"] == "watercolor_style_sd15.safetensors"
+    assert r["lora"] == "SD15_watercolor_style.safetensors"
     assert r["post"] == {}
     assert "ghibli" in r["style"].lower()
 
diff --git a/python/functions/ml/comfyui_inject_ipadapter.md b/python/functions/ml/comfyui_inject_ipadapter.md
index 56f15074..e9494704 100644
--- a/python/functions/ml/comfyui_inject_ipadapter.md
+++ b/python/functions/ml/comfyui_inject_ipadapter.md
@@ -60,7 +60,7 @@ from ml.comfyui_inject_multi_lora import comfyui_inject_multi_lora
 from ml.comfyui_inject_ipadapter import comfyui_inject_ipadapter
 
 base = comfyui_build_txt2img_workflow("dreamshaper_8.safetensors", "portrait of a knight")
-wf = comfyui_inject_multi_lora(base, [{"name": "detail_tweaker_sd15.safetensors", "strength_model": 0.5}])
+wf = comfyui_inject_multi_lora(base, [{"name": "SD15_detail_tweaker.safetensors", "strength_model": 0.5}])
 wf = comfyui_inject_ipadapter(wf, "hero_face.png", mode="faceid", weight=0.9)
 # KSampler.model viene de IPAdapterFaceID(model=ultimo LoraLoader, image=hero_face)
 ```
diff --git a/python/functions/ml/comfyui_inject_multi_lora.md b/python/functions/ml/comfyui_inject_multi_lora.md
index 526d0f11..4ab02e3e 100644
--- a/python/functions/ml/comfyui_inject_multi_lora.md
+++ b/python/functions/ml/comfyui_inject_multi_lora.md
@@ -36,8 +36,8 @@ from ml.comfyui_inject_multi_lora import comfyui_inject_multi_lora
 
 base = comfyui_build_txt2img_workflow("dreamshaper_8.safetensors", "a robot, 3D Render Style")
 wf = comfyui_inject_multi_lora(base, [
-    {"name": "3d_render_redmond_sd15.safetensors", "strength_model": 0.9},
-    {"name": "detail_tweaker_sd15.safetensors", "strength_model": 0.5, "strength_clip": 0.5},
+    {"name": "SD15_3d_render_redmond.safetensors", "strength_model": 0.9},
+    {"name": "SD15_detail_tweaker.safetensors", "strength_model": 0.5, "strength_clip": 0.5},
 ])
 # Cadena: checkpoint -> 3d_render (0.9) -> detail_tweaker (0.5/0.5) -> KSampler/CLIPTextEncode
 ```
diff --git a/python/functions/ml/comfyui_inject_multi_lora.py b/python/functions/ml/comfyui_inject_multi_lora.py
index bca790e4..3fc71eb5 100644
--- a/python/functions/ml/comfyui_inject_multi_lora.py
+++ b/python/functions/ml/comfyui_inject_multi_lora.py
@@ -79,8 +79,8 @@ if __name__ == "__main__":
     wf = comfyui_inject_multi_lora(
         base,
         [
-            {"name": "3d_render_redmond_sd15.safetensors", "strength_model": 0.9},
-            {"name": "detail_tweaker_sd15.safetensors", "strength_model": 0.5, "strength_clip": 0.5},
+            {"name": "SD15_3d_render_redmond.safetensors", "strength_model": 0.9},
+            {"name": "SD15_detail_tweaker.safetensors", "strength_model": 0.5, "strength_clip": 0.5},
         ],
     )
     print(json.dumps(wf, indent=2))
diff --git a/python/functions/ml/comfyui_pixelize_image.md b/python/functions/ml/comfyui_pixelize_image.md
index d24fb471..27013341 100644
--- a/python/functions/ml/comfyui_pixelize_image.md
+++ b/python/functions/ml/comfyui_pixelize_image.md
@@ -43,7 +43,7 @@ import sys, os
 sys.path.insert(0, os.path.join(os.environ["HOME"], "fn_registry", "python", "functions"))
 from ml.comfyui_pixelize_image import comfyui_pixelize_image
 
-# Crudo SDXL+pixel-art-xl 1024x1024 -> pixelart 16 colores, grid de 128
+# Crudo SDXL+SDXL_pixel-art 1024x1024 -> pixelart 16 colores, grid de 128
 res = comfyui_pixelize_image(
     os.path.expanduser("~/ComfyUI/output/pixelart_00001_.png"),
     "/tmp/hero_pixel.png",
@@ -58,7 +58,7 @@ comfyui_pixelize_image("/tmp/hero_pixel.png", "/tmp/hero_gb.png",
 
 ## Cuando usarla
 
-Fase 2 del pipeline pixelart: tras generar el crudo (SDXL + LoRA `pixel-art-xl`),
+Fase 2 del pipeline pixelart: tras generar el crudo (SDXL + LoRA `SDXL_pixel-art`),
 para colapsar el grid borroso a pixeles duros y limitar la paleta. Tambien sirve
 para "pixelizar" cualquier imagen (sprite, render, foto) a estetica retro sin
 tocar la GPU. Para llevar el resultado a Godot con filtro Nearest:
diff --git a/python/functions/ml/comfyui_pixelize_image.py b/python/functions/ml/comfyui_pixelize_image.py
index 1e71f904..24e8604a 100644
--- a/python/functions/ml/comfyui_pixelize_image.py
+++ b/python/functions/ml/comfyui_pixelize_image.py
@@ -5,7 +5,7 @@ verdad: downscale nearest-neighbor por factor (colapsa cada bloque borroso a un
 pixel duro) -> cuantizacion a N colores o a una paleta fija (NES / Game Boy /
 PICO-8) -> opcional re-upscale nearest conservando los pixeles duros.
 
-Es la Fase 2 del pipeline pixelart (la Fase 1, generar con SDXL + pixel-art-xl
+Es la Fase 2 del pipeline pixelart (la Fase 1, generar con SDXL + SDXL_pixel-art
 LoRA, vive en otra funcion). Determinista y CPU-only: el nucleo `_pixelize_pil`
 es puro (PIL), no toca la GPU ni la red. La funcion publica es impura solo por la
 lectura/escritura de disco (mismo patron que comfyui_build_grid).
diff --git a/python/functions/ml/tests/test_comfyui_compose_capabilities.py b/python/functions/ml/tests/test_comfyui_compose_capabilities.py
index 399448e4..44c39f11 100644
--- a/python/functions/ml/tests/test_comfyui_compose_capabilities.py
+++ b/python/functions/ml/tests/test_comfyui_compose_capabilities.py
@@ -40,8 +40,8 @@ def test_solo_loras_encadena():
     out = comfyui_compose_capabilities(
         base,
         loras=[
-            {"name": "3d_render_redmond_sd15.safetensors", "strength_model": 0.9},
-            {"name": "detail_tweaker_sd15.safetensors", "strength_model": 0.5},
+            {"name": "SD15_3d_render_redmond.safetensors", "strength_model": 0.9},
+            {"name": "SD15_detail_tweaker.safetensors", "strength_model": 0.5},
         ],
     )
     assert_api_format(out)
@@ -54,7 +54,7 @@ def test_solo_loras_encadena():
 def test_loras_mas_facedetailer():
     out = comfyui_compose_capabilities(
         _base(),
-        loras=[{"name": "detail_tweaker_sd15.safetensors", "strength_model": 0.5}],
+        loras=[{"name": "SD15_detail_tweaker.safetensors", "strength_model": 0.5}],
         facedetailer={"denoise": 0.45},
     )
     assert_api_format(out)
diff --git a/python/functions/pipelines/comfyui_generate_mixed_oneshot.md b/python/functions/pipelines/comfyui_generate_mixed_oneshot.md
index 69f922a2..eec314ed 100644
--- a/python/functions/pipelines/comfyui_generate_mixed_oneshot.md
+++ b/python/functions/pipelines/comfyui_generate_mixed_oneshot.md
@@ -65,8 +65,8 @@ res = comfyui_generate_mixed_oneshot(
     checkpoint="dreamshaper_8.safetensors",
     capabilities={
         "loras": [
-            {"name": "3d_render_redmond_sd15.safetensors", "strength_model": 0.9},
-            {"name": "detail_tweaker_sd15.safetensors", "strength_model": 0.5},
+            {"name": "SD15_3d_render_redmond.safetensors", "strength_model": 0.9},
+            {"name": "SD15_detail_tweaker.safetensors", "strength_model": 0.5},
         ],
         "facedetailer": {"denoise": 0.45},
         # "ipadapter": {"ref_image": "face.png", "mode": "faceid"},  # activar/desactivar
diff --git a/python/functions/pipelines/comfyui_generate_mixed_oneshot.py b/python/functions/pipelines/comfyui_generate_mixed_oneshot.py
index 5b39c129..52362064 100644
--- a/python/functions/pipelines/comfyui_generate_mixed_oneshot.py
+++ b/python/functions/pipelines/comfyui_generate_mixed_oneshot.py
@@ -210,8 +210,8 @@ if __name__ == "__main__":
         checkpoint="dreamshaper_8.safetensors",
         capabilities={
             "loras": [
-                {"name": "3d_render_redmond_sd15.safetensors", "strength_model": 0.9},
-                {"name": "detail_tweaker_sd15.safetensors", "strength_model": 0.5},
+                {"name": "SD15_3d_render_redmond.safetensors", "strength_model": 0.9},
+                {"name": "SD15_detail_tweaker.safetensors", "strength_model": 0.5},
             ],
             "facedetailer": {"denoise": 0.45},
         },
diff --git a/python/functions/pipelines/comfyui_generate_styled_asset_oneshot_test.py b/python/functions/pipelines/comfyui_generate_styled_asset_oneshot_test.py
index 18ad63db..c28638c9 100644
--- a/python/functions/pipelines/comfyui_generate_styled_asset_oneshot_test.py
+++ b/python/functions/pipelines/comfyui_generate_styled_asset_oneshot_test.py
@@ -66,10 +66,10 @@ def test_build_only_preset_drives_workflow():
 
 
 def test_build_only_lora_preset_injects_lora():
-    # cartoon-cel-shaded usa anime_style_box_sd15 -> el workflow debe inyectar el LoRA
+    # cartoon-cel-shaded usa SD15_anime_style_box -> el workflow debe inyectar el LoRA
     built = styled_asset_build_only("enemy_creature", "goblin", "cartoon-cel-shaded", seed=1)
     blob = json.dumps(built["workflow"])
-    assert "anime_style_box_sd15.safetensors" in blob
+    assert "SD15_anime_style_box.safetensors" in blob
     assert any(n.get("class_type") == "LoraLoader" for n in built["workflow"].values())
 
 
diff --git a/python/functions/pipelines/comfyui_replicate_civitai_oneshot.py b/python/functions/pipelines/comfyui_replicate_civitai_oneshot.py
index ba6aa4a6..5cc0ac2f 100644
--- a/python/functions/pipelines/comfyui_replicate_civitai_oneshot.py
+++ b/python/functions/pipelines/comfyui_replicate_civitai_oneshot.py
@@ -114,9 +114,22 @@ def _server_models(server):
 
 
 def _norm(name):
-    """Normaliza un nombre de modelo para comparar (sin ext, sin separadores)."""
+    """Normaliza un nombre de modelo para comparar (sin ext, sin separadores).
+
+    Ignora el token de arquitectura (SD15/SDXL/XL/FLUX) lo lleve como prefijo
+    (convencion nueva: `SDXL_detail_tweaker`) o como sufijo (recetas civitai:
+    `Detail-Tweaker XL`), para que el match sea robusto al reordenado del token.
+    """
     base = os.path.splitext(str(name))[0].lower()
-    return re.sub(r"[^a-z0-9]", "", base)
+    s = re.sub(r"[^a-z0-9]", "", base)
+    for tok in ("sdxl", "sd15", "flux"):
+        if s.startswith(tok):
+            s = s[len(tok):]
+        if s.endswith(tok):
+            s = s[: -len(tok)]
+    if s.endswith("xl"):  # 'xl' suelto como sufijo de arquitectura
+        s = s[:-2]
+    return s
 
 
 def _find_installed(name, installed):
diff --git a/python/functions/pipelines/comfyui_replicate_civitai_oneshot_test.py b/python/functions/pipelines/comfyui_replicate_civitai_oneshot_test.py
index 0fecf290..08345f03 100644
--- a/python/functions/pipelines/comfyui_replicate_civitai_oneshot_test.py
+++ b/python/functions/pipelines/comfyui_replicate_civitai_oneshot_test.py
@@ -45,9 +45,9 @@ def test_pick_checkpoint_familia_y_exacto():
 
 
 def test_find_installed_match_normalizado():
-    installed = ["detail_tweaker_xl.safetensors", "watercolor_style_sd15.safetensors"]
+    installed = ["SDXL_detail_tweaker.safetensors", "SD15_watercolor_style.safetensors"]
     # match normalizado (ignora separadores/ext/case)
-    assert _find_installed("Detail-Tweaker XL", installed) == "detail_tweaker_xl.safetensors"
+    assert _find_installed("Detail-Tweaker XL", installed) == "SDXL_detail_tweaker.safetensors"
     # no instalado -> None
     assert _find_installed("LoRA Inexistente 9000", installed) is None