feat(projects)!: derive project resources from AppRC storage roots

BREAKING CHANGE: remove project profiles, nested resource selectors, dataset init, and legacy validation prompt configuration.

.gitignore

@@ -6,7 +6,7 @@
 .env.secrets
 .env.secret
 .env.prod
-.env.local
+.env.apprc-storage
 .env.1password
 # .envrc
 
@@ -57,4 +57,4 @@ Icon
 ~$*
 *Zone.Identifier
 
-.~lock*
+.~lock*

configs/ANIMA.knf.yaml

@@ -195,14 +195,9 @@ training:
       from_manifest:
         enabled: true
         seed: 42
-        profile: flux2
-        activation_token: Rook_Kaefer
-        species_token: felkin
+        profile: nlg
         negative_control_species: wolf
-        exchanges:
-          - [erection, fully_sheathed]
-      from_prompt_pack:
-        prompts: rook-kaefer
+      from_prompts:
         caption_styles: [nlg]
         uses: [training_validation]
 

configs/CHROMA.knf.yaml

@@ -193,11 +193,7 @@ training:
         enabled: true
         seed: 42
         profile: chroma
-        activation_token: Rook_Kaefer
-        species_token: felkin
         negative_control_species: wolf
-        exchanges:
-          - [erection, fully_sheathed]
 
     # Model and LoRA settings merged into the top-level SimpleTuner config.
     model:

configs/CHROMA_BASE.knf.yaml

@@ -186,19 +186,14 @@ training:
     validation_prompts:
       enabled: true
       filename: simpletuner-validation-prompts.json
-      from_prompt_pack:
-        prompts: rook-kaefer
+      from_prompts:
         caption_styles: [nlg]
         uses: [training_validation]
       from_manifest:
         enabled: true
         seed: 42
         profile: chroma
-        activation_token: Rook_Kaefer
-        species_token: felkin
         negative_control_species: wolf
-        exchanges:
-          - [erection, fully_sheathed]
 
     # Model and LoRA settings merged into the top-level SimpleTuner config.
     model:

configs/F2K_4B.knf.yaml

@@ -199,12 +199,8 @@ training:
       from_manifest:
         enabled: true
         seed: 42
-        profile: flux2
-        activation_token: Rook_Kaefer
-        species_token: felkin
+        profile: nlg
         negative_control_species: wolf
-        exchanges:
-          - [erection, fully_sheathed]
 
     # Model and LoRA settings merged into the top-level SimpleTuner config.
     model:

configs/F2K_9B.knf.yaml

@@ -199,12 +199,8 @@ training:
       from_manifest:
         enabled: true
         seed: 42
-        profile: flux2
-        activation_token: Rook_Kaefer
-        species_token: felkin
+        profile: nlg
         negative_control_species: wolf
-        exchanges:
-          - [erection, fully_sheathed]
 
     # Model and LoRA settings merged into the top-level SimpleTuner config.
     model:

configs/NOOB_BASE.knf.yaml

@@ -202,8 +202,6 @@ training:
       from_manifest:
         profile: tag
         seed: 42
-        activation_token: Rook_Kaefer
-        species_token: felkin
         negative_control_species: wolf
       custom:
         noob_safe_portrait: "Rook_Kaefer, felkin, fur, red fur, black spots, spotted fur, fur markings, close-up portrait, detailed lighting"

configs/NOOB_WILLY.knf.yaml

@@ -202,8 +202,6 @@ training:
       from_manifest:
         profile: tag
         seed: 42
-        activation_token: Rook_Kaefer
-        species_token: felkin
         negative_control_species: wolf
       custom:
         noob_safe_portrait: "Rook_Kaefer, felkin, fur, red fur, black spots, spotted fur, fur markings, close-up portrait, detailed lighting"

configs/PONY.knf.yaml

@@ -202,8 +202,6 @@ training:
       from_manifest:
         profile: tag
         seed: 42
-        activation_token: Rook_Kaefer
-        species_token: felkin
         negative_control_species: wolf
       custom:
         pony_safe_portrait: "rating_safe, Rook_Kaefer, felkin, fur, red fur, black spots, spotted fur, fur markings, close-up portrait, detailed lighting"

configs/Z_IMAGE.knf.yaml

@@ -187,19 +187,14 @@ training:
     validation_prompts:
       enabled: true
       filename: simpletuner-validation-prompts.json
-      from_prompt_pack:
-        prompts: rook-kaefer
+      from_prompts:
         caption_styles: [nlg]
         uses: [training_validation]
       from_manifest:
         enabled: true
         seed: 42
-        profile: z-image
-        activation_token: Rook_Kaefer
-        species_token: felkin
+        profile: nlg
         negative_control_species: wolf
-        exchanges:
-          - [erection, fully_sheathed]
 
     # Model and LoRA settings merged into the top-level SimpleTuner config.
     model:

prompts.knf.yaml

@@ -0,0 +1,635 @@
+defaults:
+  seed: 875817230929465
+  negative_prompts:
+    noob: >-
+      blurry, cartoon, 3d model, cgi, worst quality, old, early, low quality,
+      lowres, signature, username, logo, bad hands, mutated hands
+prompts:
+  - id: forest_lemur_duo
+    uses: [showcase, training_validation, duo]
+    captions:
+      nlg:
+        - >-
+          Rook_Kaefer. A realistic front-view of a male felkin engaged in a
+          primal sexual encounter with a smaller, androgynous brown lemur. The
+          felkin features a red fur with black spots, a musclegut physique and a
+          dominant presence. The lemur is slender, submissive and has a cute
+          face. The lemur has brown-gray fur. The felkin is 1.5 times larger than
+          the brown lemur. The felkin is positioned behind the lemur in a from
+          behind position in a secluded forest clearing. The lemur is on all
+          fours, its back arched deeply. The felkin has his large, heavy paws
+          gripping the lemur's hips with force, pulling the smaller lemur's body
+          back against his own. The felkin's face is pressed into the lemur's
+          neck, biting the fur and skin. The lemur has its head tilted back, eyes
+          closed in ecstasy, with drool dripping from its mouth. High-quality
+          digital painting with realistic fur textures and expressive anatomy.
+          Intricate fur detail, muscle definition, wet textures, and expressive
+          facial features. Moody, cinematic moonlight filtering through the
+          trees. A dense, misty forest at night. Masterpiece, 8k, highly
+          detailed, cinematic, sharp focus.
+
+  - id: character_sheet
+    uses: [showcase, training_validation]
+    captions:
+      nlg:
+        - >-
+          Rook_Kaefer. Character turnaround sheet of an adult male Felkin, front view,
+          side view, back view, red fur with black ladybug spots, musclegut body type,
+          The genital is fully sheathed, tail is laying on the ground, neutral
+          expression, clean white background, concept art reference sheet, consistent
+          anatomy, crisp linework, subtle shading
+      pony:
+        - >-
+          score_9, score_8_up, score_7_up, source_furry, rating_questionable,
+          Rook_Kaefer, felkin, male, solo, adult, character_turnaround, reference sheet,
+          front view, side view, back view, red fur, black spots,
+          red eyes, gray fur, musclegut, sheath, tail, neutral expression, white
+          background, concept art, crisp lineart, subtle shading
+      noob:
+        - >-
+          masterpiece, best quality, newest, Rook_Kaefer, felkin, male, solo, adult,
+          character_turnaround, reference sheet, front view, side view, back view, red
+          fur, black spots, red eyes, gray fur, musclegut, sheath, tail,
+          neutral expression, white background, concept art, crisp lineart, subtle
+          shading
+  - id: forest_full_body_front_view
+    uses: [showcase, training_validation]
+    captions:
+      nlg:
+        - >-
+          Rook_Kaefer. A full-body front-view image of a naked male Felkin character
+          standing in front of a beautiful forest. The image uses a photorealistic
+          style. The character has a musclegut physique. The character's fur has ladybug
+          markings with black spots on red fur. The character is looking to the side and
+          smiling with an open mouth. The tail is laying on the ground. The genital is
+          fully sheathed.
+      pony:
+        - >-
+          score_9, score_8_up, score_7_up, source_furry, rating_questionable,
+          Rook_Kaefer, felkin, male, solo, adult, full body, front view, standing, nude,
+          sheath, musclegut, red fur, black spots, red eyes, gray fur,
+          looking to the side, open mouth, smile, tail on ground, forest, outdoors,
+          photorealistic, detailed fur
+      noob:
+        - >-
+          masterpiece, best quality, newest, Rook_Kaefer, felkin, male, solo, adult,
+          full body, front view, standing, nude, sheath, musclegut, red fur, black
+          spots, red eyes, gray fur, looking to the side, open mouth,
+          smile, tail on ground, forest, outdoors, photorealistic, detailed fur
+  - id: crouching_stream
+    uses: [showcase, training_validation]
+    captions:
+      nlg:
+        - >-
+          Rook_Kaefer. Adult male Felkin crouching beside a clear woodland
+          stream, red fur with black ladybug spots, muscular belly and strong
+          limbs, genital fully sheathed, tail curled around stones, reflection
+          in the water, lush green plants, soft natural lighting, photorealistic
+          style
+      pony:
+        - >-
+          score_9, score_8_up, score_7_up, source_furry, rating_safe, Rook_Kaefer,
+          felkin, male, solo, adult, crouching, stream, woodland, river rocks,
+          reflection, plants, red fur, black spots, red eyes, gray fur,
+          musclegut, strong limbs, fully sheathed, curled tail, natural lighting, outdoors, photorealistic, detailed fur
+      noob:
+        - >-
+          masterpiece, best quality, newest, Rook_Kaefer, felkin, male, solo, adult,
+          crouching, stream, woodland, river rocks, reflection, plants, red fur, black
+          spots, red eyes, gray fur, musclegut, strong limbs, fully sheathed, curled
+          tail, natural lighting, outdoors, photorealistic, detailed
+          fur
+  - id: lava_heroic_full_body_heroic_lava
+    captions:
+      nlg:
+        - >-
+          Rook_Kaefer. Full-body heroic low-angle image of an adult male Felkin standing
+          on black volcanic rock, musclegut physique, red-and-black ladybug fur pattern
+          glowing against the dark landscape, tail raised high in a dramatic curve, arms
+          crossed, confident grin, lava cracks glowing beneath his feet, smoke and
+          sparks in the air, distant mountains, red storm sky, cinematic fantasy demigod
+          atmosphere, strong rim lighting, intense contrast, ultra sharp detail,
+          photorealistic epic character poster
+      pony:
+        - >-
+          score_9, score_8_up, score_7_up, source_furry, rating_safe, Rook_Kaefer,
+          felkin, male, solo, adult, full body, low angle, heroic pose, standing, arms
+          crossed, confident grin, volcanic rock, lava, smoke, sparks, storm sky, red
+          fur, black spots, red eyes, gray fur, musclegut, raised tail,
+          rim lighting, cinematic lighting, epic, photorealistic, character poster
+      noob:
+        - >-
+          masterpiece, best quality, newest, Rook_Kaefer, felkin, male, solo, adult,
+          full body, low angle, heroic pose, standing, arms crossed, confident grin,
+          volcanic rock, lava, smoke, sparks, storm sky, red fur, black spots,
+          red eyes, gray fur, musclegut, raised tail, rim lighting,
+          cinematic lighting, epic, photorealistic, character poster
+  - id: full_body_rear_view_portrait_of
+    uses: [showcase, training_validation]
+    captions:
+      nlg:
+        - >-
+          Rook_Kaefer. Full-body rear-view portrait of an adult male Felkin taking a
+          slow relaxed step along a narrow clear dirt path through a misty meadow at
+          sunrise, character is looking back over his shoulder at the viewer, both legs
+          clearly visible, two feet visible and unobstructed, ankles visible above short
+          grass, one foot planted on the path and the other foot lightly stepping
+          forward, simple natural walking pose, red-and-black ladybug fur pattern,
+          musclegut body, tail lifted behind him in a single smooth curve away from the
+          legs, soft golden backlighting, low meadow fog behind him, short grass only
+          around the path, beautiful scenic nature photorealism, sharp anatomy,
+          cinematic depth of field, ultra-detailed fur texture
+      pony:
+        - >-
+          score_9, score_8_up, score_7_up, source_furry, rating_questionable,
+          Rook_Kaefer, felkin, male, solo, adult, full body, rear view, walking, looking
+          back, over shoulder, red fur, black spots, red eyes, gray fur,
+          musclegut, lifted tail, dirt path, misty meadow, sunrise, golden backlighting,
+          fog, short grass, nature, depth of field, photorealistic, detailed fur
+      noob:
+        - >-
+          masterpiece, best quality, newest, Rook_Kaefer, felkin, male, solo, adult,
+          full body, rear view, walking, looking back, over shoulder, red fur, black
+          spots, red eyes, gray fur, musclegut, lifted tail, dirt path,
+          misty meadow, sunrise, golden backlighting, fog, short grass, nature, depth of
+          field, photorealistic, detailed fur
+  - id: monochrome_cyberpunk_front_portrait_male_felkin
+    captions:
+      nlg:
+        - >-
+          Rook_Kaefer. monochrome cyberpunk front portrait, male felkin figure, sleek
+          skin with delicate mechanical lines, piercing glowing red eyes, partial
+          exposed metallic mecha components and light cables, sharp domineering style,
+          textured brushwork, faint circuit background, high contrast chiaroscuro
+          lighting, immersive cinematic shadows, ultra fine details, 8K high-def render,
+          futuristic dystopian mood
+      pony:
+        - >-
+          score_9, score_8_up, score_7_up, source_furry, rating_safe, Rook_Kaefer,
+          felkin, male, solo, adult, portrait, front view, red eyes, gray fur, cyberpunk,
+          monochrome, musclegut, glowing red eyes, mechanical lines, exposed machinery,
+          cables, mecha, circuit background, high contrast, chiaroscuro, dramatic
+          shadows, textured brushwork, dystopian, cinematic lighting, detailed
+      noob:
+        - >-
+          masterpiece, best quality, newest, Rook_Kaefer, felkin, male, solo, adult,
+          portrait, front view, red eyes, gray fur, cyberpunk, monochrome, musclegut,
+          glowing red eyes, mechanical lines, exposed machinery, cables, mecha, circuit
+          background, high contrast, chiaroscuro, dramatic shadows, textured brushwork,
+          dystopian, cinematic lighting, detailed
+  - id: adult_male_felkin_in_a_whimsical
+    captions:
+      nlg:
+        - >-
+          Rook_Kaefer. Adult male Felkin in a whimsical enchanted mushroom forest,
+          standing beneath enormous red fly agaric-style mushrooms with white spots, red
+          fur with black ladybug markings, musclegut physique, happy relaxed smile with
+          mouth closed, tail curled around a mossy stone beside him, one tiny ladybug
+          perched on his shoulder, more cute ladybugs crawling over the mushroom caps,
+          glowing spores floating like fireflies, miniature lantern flowers, curling
+          vines, soft moss, warm sunset beams through ancient trees, charming fairytale
+          atmosphere, vibrant rich colors, painterly fantasy realism, expressive face,
+          ultra-detailed fur
+      pony:
+        - >-
+          score_9, score_8_up, score_7_up, source_furry, rating_safe, Rook_Kaefer,
+          felkin, male, solo, adult, standing, enchanted forest, mushroom forest, giant
+          mushroom, red mushroom, white spots, ladybug, red fur, black spots,
+          red eyes, gray fur, musclegut, closed mouth smile, curled tail,
+          moss, glowing spores, lantern flowers, vines, sunset, fairytale, painterly,
+          fantasy, detailed fur
+      noob:
+        - >-
+          masterpiece, best quality, newest, Rook_Kaefer, felkin, male, solo, adult,
+          standing, enchanted forest, mushroom forest, giant mushroom, red mushroom,
+          white spots, ladybug, red fur, black spots,
+          red eyes, gray fur, musclegut, closed mouth smile, curled tail, moss,
+          glowing spores, lantern flowers, vines, sunset, fairytale, painterly, fantasy,
+          detailed fur
+  - id: adult_male_felkin_painted_as_a
+    captions:
+      nlg:
+        - >-
+          Rook_Kaefer. Adult male Felkin painted as a grand romantic old-master oil
+          portrait on large canvas, seated on a carved wooden stool beside a tall arched
+          window, red fur with bold black ladybug markings, musclegut physique,
+          dignified relaxed posture, soft confident expression, tail resting across deep
+          crimson velvet fabric, white cloth covers his privates, one hand relaxed on
+          his thigh and the other lightly touching the velvet drapery, warm candlelight
+          illuminating his face and torso, cool moonlight entering through the window,
+          dramatic chiaroscuro lighting, warm umber underpainting, luminous glazed
+          shadows, thick impasto highlights on the fur, visible layered brushstrokes,
+          scumbled dark background, ornate antique interior, heavy velvet curtains,
+          tarnished gold frame atmosphere, classical museum painting mood, romantic
+          salon portrait composition, rich deep reds, warm browns, muted golds, dark
+          emerald shadows, painterly realism, masterful oil texture, elegant atmospheric
+          depth
+      pony:
+        - >-
+          score_9, score_8_up, score_7_up, source_furry, rating_questionable,
+          Rook_Kaefer, felkin, male, solo, adult, seated, old master, oil painting,
+          romanticism, canvas, arched window, red fur, black spots,
+          red eyes, gray fur, musclegut, white cloth, covered crotch, velvet, stool,
+          candlelight, moonlight, chiaroscuro, impasto, brush strokes, antique interior,
+          museum painting, painterly realism
+      noob:
+        - >-
+          masterpiece, best quality, newest, Rook_Kaefer, felkin, male, solo, adult,
+          seated, old master, oil painting, romanticism, canvas, arched window, red fur,
+          black spots, red eyes, gray fur, musclegut, white cloth,
+          covered crotch, velvet, stool, candlelight, moonlight, chiaroscuro, impasto,
+          brush strokes, antique interior, museum painting, painterly realism
+  - id: grand_full_body_adult_male_felkin
+    captions:
+      nlg:
+        - >-
+          Rook_Kaefer. Grand full-body adult male Felkin rendered as a sacred fantasy
+          figure in a towering Gothic church stained-glass window, framed by carved
+          stone tracery and a pointed arch lancet panel, red fur represented by radiant
+          ruby and crimson glass shards, black ladybug markings formed from glossy black
+          glass inlaid across the body, musclegut physique stylized into bold medieval
+          icon shapes, white cloth draped modestly over the hips, tail curling into an
+          elegant ornamental spiral at the base of the window, huge golden halo behind
+          his head shaped like a rose window with radial petals and tiny ladybug
+          roundels, symmetrical frontal composition, calm noble expression, black lead
+          cames, dark solder lines, individual glass pieces clearly visible, painted
+          grisaille shading, medieval enamel linework, jewel-tone glass glowing from
+          behind, cobalt blue background, emerald vine borders, amber sunburst rays,
+          ruby side panels, quatrefoils, trefoils, floral tracery, sacred cathedral
+          light, luminous translucent stained glass, fantasy religious iconography,
+          museum-quality medieval glasswork
+      pony:
+        - >-
+          score_9, score_8_up, score_7_up, source_furry, rating_safe, Rook_Kaefer,
+          felkin, male, solo, adult, full body, stained glass, gothic cathedral, church
+          window, sacred, icon, symmetrical, front view, red fur, black spots,
+          red eyes, gray fur, musclegut, draped cloth, halo, rose window,
+          tail spiral, lead cames, jewel tones, ruby glass, cobalt blue, emerald,
+          medieval art, luminous, backlit
+      noob:
+        - >-
+          masterpiece, best quality, newest, Rook_Kaefer, felkin, male, solo, adult,
+          full body, stained glass, gothic cathedral, church window, sacred, icon,
+          symmetrical, front view, red fur, black spots, red eyes, gray fur, musclegut,
+          draped cloth, halo, rose window, tail spiral, lead cames, jewel tones, ruby
+          glass, cobalt blue, emerald, medieval art, luminous, backlit
+  - id: adult_male_felkin_rendered_as_a
+    captions:
+      nlg:
+        - >-
+          Rook_Kaefer. Adult male Felkin rendered as a Leonardo da Vinci Renaissance
+          scientific manuscript study on aged parchment, full-body anatomical naturalist
+          plate, red fur with black ladybug markings carefully mapped as specimen
+          patterning, musclegut physique analyzed with proportional measurement lines,
+          tail displayed clearly in a separate curved motion diagram, main figure
+          standing in a Vitruvian-style pose inside faint circle-and-square construction
+          lines, sepia brown ink, muted red chalk accents, delicate silverpoint
+          underdrawing, precise ink crosshatching, brown wash shading, compass arcs,
+          ruler ticks, geometric proportion annotations, handwritten mirror-script
+          specimen notes around the margins, labeled callout diagrams of hand, foot,
+          muzzle, ear, tail, fur direction, and black spot distribution, small ladybug
+          study beside the figure for biological comparison, antique Renaissance codex
+          page, parchment stains, deckled edges, museum archive scan, observational
+          anatomy, natural philosophy, elegant unfinished sketch quality
+      pony:
+        - >-
+          score_9, score_8_up, score_7_up, source_furry, rating_questionable,
+          Rook_Kaefer, felkin, male, solo, adult, full body, anatomical study,
+          renaissance, manuscript, parchment, vitruvian pose, specimen sheet, red fur,
+          black spots, red eyes, gray fur, musclegut, tail diagram,
+          measurement lines, callouts, handwritten notes, ink drawing, crosshatching,
+          sepia, red chalk, archive scan, naturalist illustration
+      noob:
+        - >-
+          masterpiece, best quality, newest, Rook_Kaefer, felkin, male, solo, adult,
+          full body, anatomical study, renaissance, manuscript, parchment, vitruvian
+          pose, specimen sheet, red fur, black spots,
+          red eyes, gray fur, musclegut, tail diagram, measurement lines, callouts,
+          handwritten notes, ink drawing, crosshatching, sepia, red chalk, archive scan, naturalist
+          illustration
+  - id: adult_male_felkin_in_explosive_vintage
+    captions:
+      nlg:
+        - >-
+          Rook_Kaefer. Adult male Felkin in explosive vintage superhero comic-book cover
+          style, red fur with bold black ladybug spots, musclegut physique, tail curling
+          dramatically behind him in a powerful motion arc, heroic three-quarter pose,
+          one fist thrust forward toward the viewer, confident grin, dynamic low-angle
+          perspective, heavy black ink shadows, thick contour lines, bold cel-shaded
+          color blocks, halftone dot texture, speed lines radiating outward, dramatic
+          impact burst background, oversized comic-book sound effect text reading "BAM!"
+          behind him, jagged yellow-and-red explosion shape, torn paper texture,
+          exaggerated action energy, classic pulp comic cover composition, high
+          contrast, dynamic panel framing, bold graphic design
+      pony:
+        - >-
+          score_9, score_8_up, score_7_up, source_furry, rating_safe, Rook_Kaefer,
+          felkin, male, solo, adult, superhero, comic book cover, vintage comic, dynamic
+          pose, low angle, fist toward viewer, confident grin, red fur, black spots,
+          red eyes, gray fur, musclegut, dramatic tail, speed lines,
+          explosion, sound effect, BAM, halftone, thick outlines, cel shading, pulp art,
+          action scene
+      noob:
+        - >-
+          masterpiece, best quality, newest, Rook_Kaefer, felkin, male, solo, adult,
+          superhero, comic book cover, vintage comic, dynamic pose, low angle, fist
+          toward viewer, confident grin, red fur, black spots,
+          red eyes, gray fur, musclegut, dramatic tail, speed lines, explosion, sound
+          effect, BAM, halftone, thick outlines, cel shading, pulp art, action scene
+  - id: side_view_of_an_adult_male
+    captions:
+      nlg:
+        - >-
+          Rook_Kaefer. Side view of an adult male Felkin bounty hunter in a rainy
+          cyberpunk alley, red fur with black ladybug spots, musclegut physique, glowing
+          red visor, arms crossed, armored black jacket, tail reflected in wet pavement,
+          neon signs, cinematic rain, photorealistic high-detail render
+      pony:
+        - >-
+          score_9, score_8_up, score_7_up, source_furry, rating_safe, Rook_Kaefer,
+          felkin, male, solo, adult, side view, bounty hunter, cyberpunk alley, rainy,
+          armored jacket, black jacket, glowing visor, arms crossed, red fur, black
+          spots, red eyes, gray fur, musclegut, tail reflection, wet
+          pavement, neon signs, cinematic rain, photorealistic
+      noob:
+        - >-
+          masterpiece, best quality, newest, Rook_Kaefer, felkin, male, solo, adult,
+          side view, bounty hunter, cyberpunk alley, rainy, armored jacket, black
+          jacket, glowing visor, arms crossed, red fur, black spots,
+          red eyes, gray fur, musclegut, tail reflection, wet pavement, neon signs,
+          cinematic rain, photorealistic
+  - id: full_body_male_felkin_in_monochrome
+    captions:
+      nlg:
+        - >-
+          Rook_Kaefer. full body male Felkin in monochrome ink wash style, red fur
+          pattern translated into black spotted shapes, musclegut body, tail sweeping
+          across the composition, minimal background, expressive brush strokes, elegant
+          high-contrast creature portrait
+      pony:
+        - >-
+          score_9, score_8_up, score_7_up, source_furry, rating_safe, Rook_Kaefer,
+          felkin, male, solo, adult, full body, ink wash, monochrome, sumi-e, creature
+          portrait, red fur pattern, black spots, red eyes, gray fur,
+          musclegut, sweeping tail, minimal background, brush strokes, high contrast,
+          elegant
+      noob:
+        - >-
+          masterpiece, best quality, newest, Rook_Kaefer, felkin, male, solo, adult,
+          full body, ink wash, monochrome, sumi-e, creature portrait, red fur pattern,
+          black spots, red eyes, gray fur, musclegut, sweeping tail,
+          minimal background, brush strokes, high contrast, elegant
+  - id: close_up_portrait_of_an_adult
+    uses: [showcase, training_validation]
+    captions:
+      nlg:
+        - >-
+          Rook_Kaefer. Close-up portrait of an adult male Felkin with red fur and black
+          ladybug spots, strong jaw, open-mouth smile, expressive eyes, subtle fangs,
+          forest bokeh background, warm natural light, photorealistic style, ultra-detailed fur texture
+      pony:
+        - >-
+          score_9, score_8_up, score_7_up, source_furry, rating_safe, Rook_Kaefer,
+          felkin, male, solo, adult, close-up, portrait, red fur, black spots,
+          red eyes, gray fur, musclegut, strong jaw, open mouth, smile,
+          fangs, expressive eyes, forest, bokeh, warm light, natural lighting,
+          photorealistic, detailed fur
+      noob:
+        - >-
+          masterpiece, best quality, newest, Rook_Kaefer, felkin, male, solo,
+          adult, close-up, portrait, red fur, black spots, red eyes, gray fur,
+          musclegut, strong jaw, open mouth, smile, fangs, expressive eyes,
+          forest, bokeh, warm light, natural lighting, photorealistic, detailed
+          fur
+  - id: close_intimate_cinematic_shot_of_an
+    captions:
+      nlg:
+        - >-
+          Rook_Kaefer. Close intimate cinematic shot of an adult male Felkin holding one
+          hand up near his face, carefully studying a tiny red ladybug with black spots
+          resting on his fingertip, red-and-black ladybug markings across his fur,
+          musclegut physique, gentle amused smile, half-lidded focused eyes, soft nose
+          nearly touching the insect, tail blurred in the background, lush green forest
+          bokeh, golden hour lighting, shallow depth of field, delicate peaceful mood,
+          photorealistic high-detail render
+      pony:
+        - >-
+          score_9, score_8_up, score_7_up, source_furry, rating_safe, Rook_Kaefer,
+          felkin, male, solo, adult, close-up, cinematic, holding hand up, ladybug on
+          finger, looking at insect, gentle smile, half-closed eyes, red fur, black
+          spots, red eyes, gray fur, musclegut, blurred tail, forest,
+          bokeh, golden hour, shallow depth of field, peaceful, photorealistic, detailed
+          fur
+      noob:
+        - >-
+          masterpiece, best quality, newest, Rook_Kaefer, felkin, male, solo, adult,
+          close-up, cinematic, holding hand up, ladybug on finger, looking at insect,
+          gentle smile, half-closed eyes, red fur, black spots,
+          red eyes, gray fur, musclegut, blurred tail, forest, bokeh, golden hour, shallow
+          depth of field, peaceful, photorealistic, detailed fur
+  - id: adult_male_felkin_lying_back_on
+    captions:
+      nlg:
+        - >-
+          Rook_Kaefer. Adult male Felkin lying back on a messy couch in a modern studio
+          apartment, wearing a loose tank top and short black sports shorts, red fur
+          with black ladybug spots, musclegut physique, tail draped over the couch edge,
+          game controller on the floor, LED strips, pizza box, rainy window, tired
+          satisfied smile, cozy modern realism, soft neon room lighting
+      pony:
+        - >-
+          score_9, score_8_up, score_7_up, source_furry, rating_safe, Rook_Kaefer,
+          felkin, male, solo, adult, lying, couch, apartment, tank top, black shorts,
+          sports shorts, red fur, black spots, red eyes, gray fur,
+          musclegut, tail draped, game controller, led lights, pizza box, rainy window,
+          tired smile, cozy, modern interior, neon lighting, slice of life
+      noob:
+        - >-
+          masterpiece, best quality, newest, Rook_Kaefer, felkin, male, solo, adult,
+          lying, couch, apartment, tank top, black shorts, sports shorts, red fur, black
+          spots, red eyes, gray fur, musclegut, tail draped, game
+          controller, led lights, pizza box, rainy window, tired smile, cozy, modern
+          interior, neon lighting, slice of life
+  - id: naked_adult_male_felkin_standing_in
+    captions:
+      nlg:
+        - >-
+          Rook_Kaefer. Naked adult male Felkin standing in front of a bathroom mirror in
+          a small modern apartment, red fur with black ladybug spots, musclegut
+          physique, toothbrush cup and cluttered sink, warm overhead light, tired
+          out-of-bed look and dishevelled hair, intimate slice-of-life realism, detailed
+          fur texture
+      pony:
+        - >-
+          score_9, score_8_up, score_7_up, source_furry, rating_questionable,
+          Rook_Kaefer, felkin, male, solo, adult, nude, standing, bathroom mirror,
+          mirror selfie, apartment bathroom, red fur, black spots,
+          red eyes, gray fur, musclegut, cluttered sink, toothbrush, warm light, messy
+          hair, tired, slice of life, intimate, realistic, detailed fur
+      noob:
+        - >-
+          masterpiece, best quality, newest, Rook_Kaefer, felkin, male, solo, adult,
+          nude, standing, bathroom mirror, mirror selfie, apartment bathroom, red fur,
+          black spots, red eyes, gray fur, musclegut, cluttered sink,
+          toothbrush, warm light, messy hair, tired, slice of life, intimate, realistic,
+          detailed fur
+  - id: adult_male_felkin_stepping_out_from
+    uses: [showcase, training_validation]
+    captions:
+      nlg:
+        - >-
+          Rook_Kaefer. Adult male Felkin stepping out from a steamy shower stall, one
+          hand holding the glass door open, other hand making a come-hither finger
+          gesture, confident flirtatious smile, red fur with black ladybug spots,
+          musclegut physique, tail dripping slightly on the tile floor, soft steam, warm
+          bathroom lighting, photorealistic sensual character showcase, penis is erect.
+      pony:
+        - >-
+          score_9, score_8_up, score_7_up, source_furry, rating_explicit, Rook_Kaefer,
+          felkin, male, solo, adult, nude, erect penis, stepping out of shower, shower
+          stall, bathroom, steam, wet fur, come-hither gesture, flirtatious smile, red
+          fur, black spots, red eyes, gray fur, musclegut, dripping tail,
+          tile floor, warm light, sensual, photorealistic, detailed fur
+      noob:
+        - >-
+          masterpiece, best quality, newest, Rook_Kaefer, felkin, male, solo, adult,
+          nude, erect penis, stepping out of shower, shower stall, bathroom, steam, wet
+          fur, come-hither gesture, flirtatious smile, red fur, black spots,
+          red eyes, gray fur, musclegut, dripping tail, tile floor, warm
+          light, sensual, photorealistic, detailed fur
+  - id: adult_male_felkin_standing_in_a
+    uses: [showcase, training_validation]
+    captions:
+      nlg:
+        - >-
+          Rook_Kaefer. Adult male Felkin standing in a modern gym locker room after a
+          shower, wearing only a clean white towel wrapped securely around his waist,
+          red fur with bold black ladybug spots, musclegut physique, damp fur catching
+          the light, confident flirtatious smile, half-lidded eyes looking directly at
+          the viewer, one hand resting casually on the edge of an open metal locker, the
+          other hand lightly holding the towel at his hip, relaxed inviting posture,
+          tail curling clearly behind him away from his legs, glossy tiled floor, wooden
+          locker-room bench, rows of dark metal lockers, soft steam drifting from the
+          shower area, mirror reflections, warm overhead lights mixed with cool
+          fluorescent locker-room lighting, wet floor reflections, cinematic modern
+          realism, intimate but tasteful mood, realistic fur detail, shallow depth of
+          field, sharp anatomy, full body visible
+      pony:
+        - >-
+          score_9, score_8_up, score_7_up, source_furry, rating_questionable,
+          Rook_Kaefer, felkin, male, solo, adult, full body, locker room, after shower,
+          towel around waist, damp fur, red fur, black spots, red eyes, gray fur,
+          musclegut, flirtatious smile, half-closed eyes, looking at viewer, hand on
+          locker, holding towel, curled tail, wet floor, reflections, steam, cinematic
+          lighting, tasteful, realistic fur
+      noob:
+        - >-
+          masterpiece, best quality, newest, Rook_Kaefer, felkin, male, solo, adult,
+          full body, locker room, after shower, towel around waist, damp fur, red fur,
+          black spots, red eyes, gray fur, musclegut, flirtatious smile,
+          half-closed eyes, looking at viewer, hand on locker, holding towel, curled
+          tail, wet floor, reflections, steam, cinematic lighting, tasteful, realistic
+          fur
+  - id: a_raw_intimate_pov_shot_from
+    captions:
+      nlg:
+        - >-
+          Rook_Kaefer. A raw, intimate POV shot from inside a tent. The viewer is lying
+          flat as a large, red-furred ladybug-spotted Felkin kneels and looms over them
+          in a predatory, sexual stance. Wide-angle lens, extreme close-up, the Felkin's
+          face fills the frame, snout almost touching the viewer's nose. The lighting is
+          low and warm, with the only light source being the faint glow from the tent
+          flap behind the Felkin, casting him in dramatic shadow. He is heavily panting,
+          saliva glistening on his lips. Focus is sharp on his intense gaze and his
+          thick, dripping, erect penis laying on the viewers belly leaking pre-cum.
+          hyper-detailed fur, heavy atmosphere of sexual anticipation, photorealistic.
+      pony:
+        - >-
+          score_9, score_8_up, score_7_up, source_furry, rating_explicit, Rook_Kaefer,
+          felkin, male, solo, adult, pov, tent, kneeling, looming over viewer, predatory
+          stance, sexual, wide angle, extreme close-up, face close to viewer, intense
+          gaze, panting, saliva, erect penis, dripping penis, precum, penis on stomach,
+          red fur, black spots, red eyes, gray fur, musclegut, low light,
+          warm light, dramatic shadows, photorealistic, detailed fur
+      noob:
+        - >-
+          masterpiece, best quality, newest, Rook_Kaefer, felkin, male, solo, adult,
+          pov, tent, kneeling, looming over viewer, predatory stance, sexual, wide
+          angle, extreme close-up, face close to viewer, intense gaze, panting, saliva,
+          erect penis, dripping penis, precum, penis on stomach, red fur, black spots,
+          red eyes, gray fur, musclegut, low light, warm light, dramatic
+          shadows, photorealistic, detailed fur
+  - id: adult_male_felkin_sitting_alone_at
+    uses: [showcase, training_validation]
+    captions:
+      nlg:
+        - >-
+          Rook_Kaefer. Adult male Felkin sitting alone at a neon diner booth after
+          midnight, wearing a white muscle shirt and black short sports shorts, red fur
+          with black ladybug spots, musclegut physique, tail curled clearly under the
+          seat and visible beside his feet, one elbow resting on the table, half-empty
+          coffee cup, chrome napkin dispenser, rain streaking down the reflective
+          window, neon signs glowing outside, blurred traffic lights, tired but warm
+          smile, cinematic noir atmosphere, moody magenta and cyan lighting, realistic
+          fur detail, shallow depth of field, quiet urban loneliness
+      pony:
+        - >-
+          score_9, score_8_up, score_7_up, source_furry, rating_safe, Rook_Kaefer,
+          felkin, male, solo, adult, sitting, diner booth, midnight, white muscle shirt,
+          black shorts, sports shorts, red fur, black spots, red eyes, gray fur,
+          musclegut, tail under seat, coffee cup, napkin dispenser, rainy window, neon
+          signs, traffic lights, tired smile, noir, magenta lighting, cyan lighting,
+          shallow depth of field, urban loneliness
+      noob:
+        - >-
+          masterpiece, best quality, newest, Rook_Kaefer, felkin, male, solo, adult,
+          sitting, diner booth, midnight, white muscle shirt, black shorts, sports
+          shorts, red fur, black spots, red eyes, gray fur, musclegut,
+          tail under seat, coffee cup, napkin dispenser, rainy window, neon signs,
+          traffic lights, tired smile, noir, magenta lighting, cyan lighting, shallow
+          depth of field, urban loneliness
+  - id: adult_male_felkin_resting_on_a
+    uses: [showcase, training_validation]
+    captions:
+      nlg:
+        - >-
+          Rook_Kaefer. Adult male Felkin resting on a moss-covered fallen tree in
+          an ancient forest, red fur with black ladybug spots, musclegut
+          physique, genital fully sheathed, tail draped over the log, dappled
+          sunlight through leaves, calm smile, photorealistic wildlife, highly
+          detailed fur and forest textures
+      pony:
+        - >-
+          score_9, score_8_up, score_7_up, source_furry, rating_safe, Rook_Kaefer,
+          felkin, male, solo, adult, resting, fallen tree, moss, ancient forest, red
+          fur, black spots, red eyes, gray fur, musclegut, fully sheathed, tail draped,
+          dappled sunlight, calm smile, wildlife, detailed fur,
+          forest texture
+      noob:
+        - >-
+          masterpiece, best quality, newest, Rook_Kaefer, felkin, male, solo, adult,
+          resting, fallen tree, moss, ancient forest, red fur, black spots,
+          red eyes, gray fur, musclegut, fully sheathed, tail draped, dappled sunlight,
+          calm smile, wildlife, photorealistic, detailed fur, forest texture
+  - id: adult_male_felkin_sitting_in_the
+    captions:
+      nlg:
+        - >-
+          Rook_Kaefer. Adult male Felkin sitting in the cockpit of a small starfighter,
+          red fur with black ladybug markings, musclegut body, tail curled around the
+          pilot seat, glowing control panels, confident half-smile, hard sci-fi realism,
+          dramatic blue and red lighting
+      pony:
+        - >-
+          score_9, score_8_up, score_7_up, source_furry, rating_safe, Rook_Kaefer,
+          felkin, male, solo, adult, sitting, cockpit, starfighter, pilot seat, science
+          fiction, control panel, glowing controls, red fur, black spots,
+          red eyes, gray fur, musclegut, curled tail, confident smile,
+          blue lighting, red lighting, hard sci-fi, realistic
+      noob:
+        - >-
+          masterpiece, best quality, newest, Rook_Kaefer, felkin, male, solo, adult,
+          sitting, cockpit, starfighter, pilot seat, science fiction, control panel,
+          glowing controls, red fur, black spots,
+          red eyes, gray fur, musclegut, curled tail, confident smile, blue lighting,
+          red lighting, hard sci-fi, realistic

vocabulary.knf.yaml

@@ -0,0 +1,825 @@
+version: 0.2
+name: felkin_jtp3_vocab
+description: >
+  Tag vocabulary optimized for manual tagging + caption generation for FLUX.2 [klein].
+  JTP tag reference is RedRocket/JTP-3 (e621 tag set). Custom tokens cover Felkin concepts.
+
+references:
+  jtp3:
+    repo: RedRocket/JTP-3
+    tag_csv: data/jtp-3-hydra-tags.csv
+    notes:
+      - "JTP-3 predicts 7,504 popular e621 tags."
+      - "Default inference rewrites tags for diffusion captions (underscores -> spaces, vulva -> pussy, escape parentheses)."
+  wd14:
+    note: "Optional secondary reference only. JTP-3 is the primary standard."
+
+conventions:
+  jtp_tag_source: jtp3
+  jtp_format: e621
+  jtp_case: lower
+  jtp_separators:
+    - underscore
+    - hyphen
+  allowed_special:
+    - "("
+    - ")"
+    - "'"
+    - "/"
+  rendering:
+    # Used when you auto-generate .txt captions (JTP-3-style).
+    caption_txt:
+      replace_underscores_with_spaces: true
+      replace_vulva_with_pussy: true
+      escape_parentheses: true
+    # Used when you generate natural-language prompts for FLUX.2.
+    prompt:
+      replace_underscores_with_spaces: true
+      replace_vulva_with_pussy: false
+      escape_parentheses: false
+
+custom_tokens:
+  character:
+    Rook_Kaefer:
+      text: "Rook_Kaefer"
+      domain: character
+      nlg:
+        name: "Rook_Kaefer"  # Keep underscore
+      note: "Custom character token for Rook."
+  species:
+    felkin:
+      text: felkin
+      domain: species
+      nlg:
+        subject_class: "Felkin character"
+      note: "Custom species token. Not part of JTP-3."
+
+axes:
+  - name: subject_count
+    kind: one_of_optional
+    values:
+      - tag: solo
+        jtp_tag: solo
+        note: "No need to use for zoomed in"
+      - tag: duo
+        jtp_tag: duo
+      - tag: group
+        jtp_tag: group
+
+  - name: clothes
+    kind: multi_optional
+    values: 
+      - tag: loincloth
+        jtp_tag: loincloth
+        nlg:
+          role: clothing.predicate
+          phrase: "wearing a loincloth"
+      - tag: loincloth_only
+        jtp_tag: loincloth_only
+        natural_language: "loincloth only"
+        nlg:
+          role: clothing.predicate
+          phrase: "wearing only a loincloth"
+      - tag: underwear
+        jtp_tag: underwear
+        nlg:
+          role: clothing.predicate
+          phrase: "wearing underwear"
+      - tag: white_tank_top
+        natural_language: "white tank top"
+        nlg:
+          role: clothing.predicate
+          phrase: "wearing a white tank top"
+      - tag: black_shorts
+        natural_language: "black shorts"
+        nlg:
+          role: clothing.predicate
+          phrase: "wearing black shorts"
+
+  - name: physique
+    kind: one_of_optional
+    values:
+      - tag: musclegut
+        jtp_tag: musclegut
+        nlg:
+          role: body.physique
+          phrase: "musclegut physique"
+      - tag: lean
+        nlg:
+          role: body.physique
+          phrase: "lean physique"
+
+  - name: extra_traits
+    kind: multi_optional
+    values:
+      - tag: ladybug_fur_markings
+        output_tags: [fur, red_fur, black_spots, spotted_fur, fur_markings]
+        natural_language: "ladybug fur markings"
+        nlg:
+          role: trait.fur_markings
+          phrase: "ladybug markings with black spots on red fur"
+        note: "Custom subtype trait for images that visibly show Rook's ladybug-style fur pattern."
+      - tag: facial_markings
+        natural_language: "facial markings"
+        nlg:
+          role: trait.facial_markings
+          phrase: "distinctive facial markings"
+        note: "Use for face/head views where Rook's face-specific markings are visible."
+      - tag: red_eyes
+        nlg:
+          role: trait.eye_color
+          phrase: "red eyes"
+
+  - name: view
+    kind: one_of
+    values:
+      - tag: near_front_view
+        jtp_tag: near_front_view
+        natural_language: "near front view"
+        nlg:
+          role: composition.view_adjective
+          phrase: "near-front-view"
+        note: "Custom. Not present in JTP-3 tag list."
+      - tag: front_view
+        jtp_tag: front_view
+        natural_language: "front view"
+        nlg:
+          role: composition.view_adjective
+          phrase: "front-view"
+      - tag: three_quarter_view
+        jtp_tag: three-quarter_view
+        natural_language: "three-quarter view"
+        nlg:
+          role: composition.view_adjective
+          phrase: "three-quarter-view"
+      - tag: near_side_view
+        jtp_tag: near_side_view
+        natural_language: "near side view"
+        nlg:
+          role: composition.view_adjective
+          phrase: "near-side-view"
+        note: "Custom. Not present in JTP-3 tag list."
+      - tag: side_view
+        jtp_tag: side_view
+        natural_language: "side view"
+        nlg:
+          role: composition.view_adjective
+          phrase: "side-view"
+      - tag: rear_view
+        jtp_tag: rear_view
+        natural_language: "rear view"
+        nlg:
+          role: composition.view_adjective
+          phrase: "rear-view"
+
+  - name: zoom
+    kind: one_of
+    note: "JTP-3 does not use 'full_body'. Use e621 portrait/framing tags."
+    values:
+      - tag: full_body
+        jtp_tag: full-length_portrait
+        natural_language: "full-body"
+        nlg:
+          role: composition.framing
+          phrase: "full-body view"
+      - tag: portrait
+        jtp_tag: portrait
+        natural_language: "portrait"
+        nlg:
+          role: composition.framing
+          phrase: "portrait view"
+      - tag: close_up
+        jtp_tag: close-up
+        natural_language: "close-up"
+        nlg:
+          role: composition.framing
+          phrase: "close-up"
+      - tag: ultra_close_up
+        custom_tag: ultra_close-up
+        natural_language: "ultra close-up"
+        nlg:
+          role: composition.framing
+          phrase: "ultra close-up"
+        note: "Custom. Not present in JTP-3 tag list."
+
+  - name: zoom_subject
+    kind: multi_optional
+    note: "JTP-3 does not include generic focus tags like 'eye_focus'. Keep these custom if you need them."
+    values:
+      - tag: torso
+        jtp_tag: torso
+        nlg:
+          role: detail.visible
+          phrase: "torso"
+      - tag: eye
+        natural_language: "eye close-up"
+        nlg:
+          role: composition.focus
+          phrase: "one eye"
+      - tag: eyes
+        natural_language: "eyes close-up"
+        nlg:
+          role: composition.focus
+          phrase: "eyes"
+      - tag: hand
+        natural_language: "hand close-up"
+        nlg:
+          role: composition.focus
+          phrase: "one hand"
+      - tag: face
+        natural_language: "face close-up"
+        nlg:
+          role: composition.focus
+          phrase: "the face"
+      - tag: teeth
+        jtp_tag: teeth
+        nlg:
+          role: composition.focus
+          phrase: "teeth"
+      # Penis
+      - tag: sheath
+        jtp_tag: sheath
+        nlg:
+          role: anatomy.detail
+          phrase: "sheath"
+      - tag: glans
+        jtp_tag: glans
+        nlg:
+          role: anatomy.detail
+          phrase: "glans"
+        note: "Usually used for humans, but `penis_tip` is reserved for sheath peeking"
+      - tag: penis
+        jtp_tag: penis
+        nlg:
+          role: anatomy.detail
+          phrase: "penis"
+      - tag: penis_base
+        jtp_tag: penis_base
+        natural_language: "penis base"
+        nlg:
+          role: anatomy.detail
+          phrase: "penis base"
+      - tag: balls
+        jtp_tag: balls
+        nlg:
+          role: anatomy.detail
+          phrase: "balls"
+      - tag: penis_tip
+        jtp_tag: penis_tip
+        nlg:
+          role: anatomy.detail
+          phrase: "penis tip"
+        note: "Only for penises PEEKING from e.g. a sheath!!!"
+      - tag: urethra
+        jtp_tag: urethra
+        nlg:
+          role: anatomy.detail
+          phrase: "urethra"
+      - tag: knot # !! use feature
+        jtp_tag: knot
+        nlg:
+          role: anatomy.detail
+          phrase: "knot"
+      - tag: tail
+        jtp_tag: tail
+        nlg:
+          role: detail.visible
+          phrase: "tail"
+      - tag: legs
+        jtp_tag: legs
+        nlg:
+          role: detail.visible
+          phrase: "legs"
+      - tag: foot
+        jtp_tag: feet
+        natural_language: "foot"
+        nlg:
+          role: detail.visible
+          phrase: "foot"
+      - tag: fur
+        jtp_tag: fur
+        custom_tag: fur_texture
+        natural_language: "fur texture"
+        nlg:
+          role: composition.focus
+          phrase: "fur texture"
+      # - tag: genitalia
+      #   jtp_tag: feet
+      #   note: "General term for sheath, so that penis "
+
+  - name: pose_body
+    kind: multi_optional
+    values:
+      - tag: standing
+        jtp_tag: standing
+        nlg:
+          role: body.predicate
+          phrase: "standing"
+      - tag: sitting
+        jtp_tag: sitting
+        nlg:
+          role: body.predicate
+          phrase: "sitting"
+      - tag: crouching
+        jtp_tag: crouching
+        nlg:
+          role: body.predicate
+          phrase: "crouching"
+      - tag: squatting
+        nlg:
+          role: body.predicate
+          phrase: "squatting"
+        note: "Custom. Not present in JTP-3 tag list."
+      - tag: kneeling
+        jtp_tag: kneeling
+        nlg:
+          role: body.predicate
+          phrase: "kneeling"
+      - tag: lying
+        jtp_tag: lying
+        nlg:
+          role: body.predicate
+          phrase: "lying down"
+      - tag: on_front
+        nlg:
+          role: body.predicate
+          phrase: "on their front"
+      - tag: on_back
+        nlg:
+          role: body.predicate
+          phrase: "on their back"
+      - tag: leaning
+        jtp_tag: leaning
+        nlg:
+          role: body.predicate
+          phrase: "leaning"
+      - tag: leaning_forward
+        jtp_tag: leaning_forward
+        natural_language: "leaning forward"
+        nlg:
+          role: body.predicate
+          phrase: "leaning forward"
+      - tag: all_fours
+        nlg:
+          role: body.predicate
+          phrase: "on all fours"
+      - tag: leaning_over
+        nlg:
+          role: body.predicate
+          phrase: "leaning over"
+
+  - name: pose_hand
+    kind: multi_optional
+    values:
+      - tag: hand_gesture
+        jtp_tag: hand_gesture
+        natural_language: "hand gesture"
+        nlg:
+          role: hands.predicate
+          phrase: "gesturing with their hands"
+        note: "Can be gesticulation while talking"
+      - tag: hand_on_wall
+        jtp_tag: hand_on_wall
+        natural_language: "hand on wall"
+        nlg:
+          role: hands.predicate
+          phrase: "resting one hand on a wall"
+      - tag: masturbation
+        jtp_tag: masturbation
+        nlg:
+          role: hands.predicate
+          phrase: "masturbating"
+      - tag: reaching_out
+        jtp_tag: reaching_out
+        natural_language: "reaching out"
+        nlg:
+          role: hands.predicate
+          phrase: "reaching out"
+      - tag: hand_on_knees
+        jtp_tag: hand_on_knees
+        natural_language: "hand on knees"
+        nlg:
+          role: hands.predicate
+          phrase: "resting their hands on their knees"
+      - tag: hand_on_thigh
+        jtp_tag: hand_on_thigh
+        natural_language: "hand on thigh"
+        nlg:
+          role: hands.predicate
+          phrase: "resting one hand on their thigh"
+      - tag: hand_on_leg
+        natural_language: "hand on leg"
+        nlg:
+          role: hands.predicate
+          phrase: "resting one hand on their leg"
+      - tag: hand_on_crotch
+        jtp_tag: hand_on_crotch
+        natural_language: "hand on crotch"
+        nlg:
+          role: hands.predicate
+          phrase: "holding one hand on their crotch"
+      - tag: hand_on_own_penis
+        natural_language: "hand on own penis"
+        nlg:
+          role: hands.predicate
+          phrase: "touching their own penis"
+      - tag: grabbing
+        jtp_tag: grabbing
+        nlg:
+          role: hands.predicate
+          phrase: "grabbing"
+      - tag: waving
+        jtp_tag: waving
+        nlg:
+          role: hands.predicate
+          phrase: "waving"
+      - tag: raised_arm
+        jtp_tag: raised_arm
+        natural_language: "raised arm"
+        nlg:
+          role: hands.predicate
+          phrase: "raising one arm"
+      - tag: raised_arms
+        jtp_tag: raised_arms
+        natural_language: "raised arms"
+        nlg:
+          role: hands.predicate
+          phrase: "raising both arms"
+        note: "Both arms raised, can be waving or just raised."
+      - tag: crossed_arms
+        jtp_tag: crossed_arms
+        natural_language: "crossed arms"
+        nlg:
+          role: hands.predicate
+          phrase: "crossing their arms"
+      - tag: open_hand
+        note: "not a JTP-3 tag"
+        natural_language: "open hand"
+        nlg:
+          role: hands.predicate
+          phrase: "holding an open hand"
+      - tag: fist
+        jtp_tag: fist
+        nlg:
+          role: hands.predicate
+          phrase: "making a fist"
+      - tag: relaxed
+        nlg:
+          role: hands.predicate
+          phrase: "relaxing their hands"
+        note: "not a JTP-3 tag"
+      - tag: spread_fingers
+        jtp_tag: spread_fingers
+        natural_language: "spread fingers"
+        nlg:
+          role: hands.predicate
+          phrase: "spreading their fingers"
+      - tag: flexing_biceps
+        jtp_tag: flexing_biceps
+        natural_language: "flexing biceps"
+        nlg:
+          role: body.predicate
+          phrase: "flexing their biceps"
+      
+
+  - name: interaction
+    kind: multi_optional
+    note: "No plain 'talking' tag in JTP-3. Use specific variants or speech_bubble."
+    values:
+      - tag: talking_to_viewer
+        jtp_tag: talking_to_viewer
+        nlg:
+          role: interaction.detail
+          phrase: "talking to the viewer"
+      - tag: talking_to_another
+        jtp_tag: talking_to_another
+        nlg:
+          role: interaction.detail
+          phrase: "talking to another character"
+      - tag: speech_bubble
+        jtp_tag: speech_bubble
+        nlg:
+          role: interaction.detail
+          phrase: "a speech bubble"
+      - tag: imminent_sex
+        jtp_tag: imminent_sex
+        nlg:
+          role: interaction.detail
+          phrase: "an imminent sexual encounter"
+
+  - name: mouth
+    kind: multi_optional
+    values:
+      - tag: mouth_closed
+        jtp_tag: mouth_closed
+        natural_language: "closed mouth"
+        nlg:
+          role: mouth.state
+          phrase: "closed"
+      - tag: open_mouth
+        jtp_tag: open_mouth
+        natural_language: "open mouth"
+        nlg:
+          role: mouth.state
+          phrase: "open"
+      - tag: teeth_showing
+        jtp_tag: teeth_showing
+        natural_language: "teeth showing"
+        nlg:
+          role: mouth.detail
+          phrase: "teeth"
+        note: "Front Teeth is visible but they are not actively grinning, clenching their teeth or pulling back their lips to show them. Fangs peeking over lower lip do NOT count"
+      - tag: fangs
+        jtp_tag: fangs
+        nlg:
+          role: mouth.detail
+          phrase: "fangs"
+      - tag: tongue
+        jtp_tag: tongue
+        nlg:
+          role: mouth.detail
+          phrase: "tongue"
+      - tag: tongue_out
+        jtp_tag: tongue_out
+        nlg:
+          role: mouth.detail
+          phrase: "tongue out"
+
+  - name: gaze
+    kind: one_of_optional
+    values:
+      - tag: looking_at_viewer
+        jtp_tag: looking_at_viewer
+        nlg:
+          role: face.gaze
+          phrase: "looking at the viewer"
+      - tag: looking_away
+        jtp_tag: looking_away
+        nlg:
+          role: face.gaze
+          phrase: "looking away"
+      - tag: looking_aside
+        jtp_tag: looking_aside
+        nlg:
+          role: face.gaze
+          phrase: "looking to the side"
+      - tag: looking_up
+        jtp_tag: looking_up
+        nlg:
+          role: face.gaze
+          phrase: "looking up"
+      - tag: looking_down
+        jtp_tag: looking_down
+        nlg:
+          role: face.gaze
+          phrase: "looking down"
+      - tag: looking_back
+        jtp_tag: looking_back
+        nlg:
+          role: face.gaze
+          phrase: "looking back"
+
+  - name: expression
+    kind: multi_optional
+    note: "No clean 'neutral' tag in JTP-3 list. Omit expression tags for neutral."
+    values:
+      - tag: smile
+        jtp_tag: smile
+        natural_language: "smiling"
+        nlg:
+          role: face.expression
+          phrase: "smiling"
+      - tag: smirk
+        jtp_tag: smirk
+        natural_language: "smirking"
+        nlg:
+          role: face.expression
+          phrase: "smirking"
+      - tag: grin
+        jtp_tag: grin
+        natural_language: "grinning"
+        nlg:
+          role: face.expression
+          phrase: "grinning"
+      - tag: seductive
+        jtp_tag: seductive
+        natural_language: "flirty"
+        nlg:
+          role: face.expression
+          phrase: "looking flirty"
+      - tag: flirty
+        natural_language: "flirty"
+        nlg:
+          role: face.expression
+          phrase: "looking flirty"
+      - tag: angry
+        jtp_tag: angry
+        natural_language: "angry"
+        nlg:
+          role: face.expression
+          phrase: "looking angry"
+      - tag: roaring
+        jtp_tag: roaring
+        nlg:
+          role: face.expression
+          phrase: "roaring"
+      - tag: blush
+        jtp_tag: blush
+        natural_language: "blushing"
+        nlg:
+          role: face.expression
+          phrase: "blushing"
+      - tag: smug
+        jtp_tag: smug
+        nlg:
+          role: face.expression
+          phrase: "looking smug"
+      - tag: embarrassed
+        jtp_tag: embarrassed
+        nlg:
+          role: face.expression
+          phrase: "looking embarrassed"
+      - tag: drooling
+        jtp_tag: drooling
+        nlg:
+          role: face.expression
+          phrase: "drooling"
+
+  - name: style
+    kind: one_of_optional
+    values:
+      - tag: photorealistic
+        jtp_tag: photorealism
+        natural_language: "photorealistic"
+        nlg:
+          role: composition.style
+          phrase: "photorealistic"
+      - tag: realistic
+        jtp_tag: realistic
+        nlg:
+          role: composition.style
+          phrase: "realistic"
+        note: "Realistic approach to its anatomy, proportion, lighting."
+      - tag: shaded
+        jtp_tag: shaded
+        domain: meta
+        nlg:
+          role: composition.style
+          phrase: "shaded"
+        note: "Shaded with a mix of hard shading and soft shading, but not fully rendered with painting techniques. Can cover any kind of digital image with a 'shaded look'."
+      - tag: soft_shaded
+        jtp_tag: soft_shading
+        nlg:
+          role: composition.style
+          phrase: "soft-shaded"
+        note: "Shadings are (complex) gradients"
+      - tag: simple_shading
+        jtp_tag: simple_shading
+        natural_language: "simple shading"
+        nlg:
+          role: composition.style
+          phrase: "simple-shaded"
+        note: "Shaded with only hard shading, no soft shading. Can cover any kind of digital image with a 'simple shaded look'."
+      - tag: flat_colors
+        jtp_tag: flat_colors
+        natural_language: "flat colors"
+        nlg:
+          role: composition.style
+          phrase: "flat-colored"
+        note: "Flat colors with no shading. Can cover any kind of digital image with a 'flat colored look'."
+      - tag: comic
+        jtp_tag: comic
+        nlg:
+          role: composition.style
+          phrase: "comic-style"
+      - tag: sketch
+        jtp_tag: sketch
+        nlg:
+          role: composition.style
+          phrase: "sketched"
+      # - tag: digital_painting
+      #   jtp_tag: digital_painting_(artwork)
+      #   note: "General term for 'painted' look, regardless of style/realism"
+      - tag: render_3d
+        jtp_tag: 3d_(artwork)
+        nlg:
+          role: composition.style
+          phrase: "3D-rendered"
+      - tag: pixelart
+        jtp_tag: pixel_(artwork)
+        natural_language: "pixel art"
+        nlg:
+          role: composition.style
+          phrase: "pixel-art"
+  - name: penis_erection
+    kind: multi_optional
+    values:
+      - tag: fully_sheathed
+        jtp_tag: fully_sheathed
+        natural_language: "fully sheathed"
+        nlg:
+          role: penis.state
+          phrase: "fully sheathed"
+      # - tag: fully_extended
+      #   note: "not a jtp tag, but describes fully unsheathed, yet not erect, but also not flaccid"
+      # !! use `erection, hanging` for fully extended but not pointing up
+      - tag: flaccid
+        jtp_tag: flaccid
+        nlg:
+          role: penis.state
+          phrase: "flaccid"
+        note: "For humans: no arousal. For sheathed penis: unsheathed, but often is pointing down, hanging loosely, or just sitting on top of the balls not doing anything in particular."
+      - tag: becoming_erect
+        jtp_tag: becoming_erect
+        natural_language: "becoming erect"
+        nlg:
+          role: penis.state
+          phrase: "becoming erect"
+        note: "Graduates from flaccid or fully sheathed to erection, or from half-erect to fully erect."
+      - tag: hanging
+        jtp_tag: hanging_penis
+        natural_language: "hanging penis"
+        nlg:
+          role: penis.state
+          phrase: "hanging down"
+        note: "Fully 'erect', but hanging down by its own weight. Turns to 'erection' if stiffening upwards"
+      - tag: curved
+        jtp_tag: curved_penis
+        natural_language: "curved penis"
+        nlg:
+          role: penis.state
+          phrase: "curved"
+        note: "Smoothly bent, e.g. by external force (gravity, pushed)."
+      - tag: half-erect
+        jtp_tag: half-erect
+        nlg:
+          role: penis.state
+          phrase: "half-erect"
+        note: "Somewhere between `flaccid`/`fully_sheathed` and `erection`"
+      - tag: erection
+        jtp_tag: erection
+        nlg:
+          role: penis.state
+          phrase: "erect"
+        note: "visibly hard, pointing (straight) up"
+  - name: penis_feature
+    kind: multi_optional
+    values:
+      - tag: flared
+        jtp_tag: flared_penis
+        natural_language: "flared penis"
+        nlg:
+          role: penis.feature
+          phrase: "a flared tip"
+      - tag: big_flare
+        jtp_tag: big_flare
+        natural_language: "big flare"
+        nlg:
+          role: penis.feature
+          phrase: "a large flare"
+      - tag: knotted
+        jtp_tag: knotted_penis
+        natural_language: "knotted penis"
+        nlg:
+          role: penis.feature
+          phrase: "a knot"
+
+  - name: background
+    kind: multi_optional
+    values:
+      - tag: simple_background
+        jtp_tag: simple_background
+        include_in_prose: false
+      - tag: detailed_background
+        jtp_tag: detailed_background
+        include_in_prose: false
+      - tag: tent
+        jtp_tag: tent
+        nlg:
+          role: background.setting
+          phrase: "inside a tent"
+      - tag: forest
+        jtp_tag: forest
+        nlg:
+          role: background.setting
+          phrase: "in a forest"
+      - tag: bathroom
+        jtp_tag: bathroom
+        nlg:
+          role: background.setting
+          phrase: "in a bathroom"
+      - tag: cockpit
+        jtp_tag: cockpit
+        nlg:
+          role: background.setting
+          phrase: "inside a cockpit"
+      - tag: living_room
+        jtp_tag: living_room
+        nlg:
+          role: background.setting
+          phrase: "in a living room"
+      - tag: sauna
+        jtp_tag: sauna
+        nlg:
+          role: background.setting
+          phrase: "in a sauna"