feat: ZeroGPU startup fix + FMS scoring sheet download + judge prompt alignment

.gitattributes

@@ -35,3 +35,10 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
 docs/FormScout-FMS-Spec.md.pdf filter=lfs diff=lfs merge=lfs -text
 docs/plans/FormScout-Build-Prompt.md.pdf filter=lfs diff=lfs merge=lfs -text
+assets/screenings/active-straight-leg-raise.png filter=lfs diff=lfs merge=lfs -text
+assets/screenings/deep-squat.png filter=lfs diff=lfs merge=lfs -text
+assets/screenings/hurdle-step.png filter=lfs diff=lfs merge=lfs -text
+assets/screenings/inline-lunge.png filter=lfs diff=lfs merge=lfs -text
+assets/screenings/rotary-stability.png filter=lfs diff=lfs merge=lfs -text
+assets/screenings/shoulder-mobility.png filter=lfs diff=lfs merge=lfs -text
+assets/screenings/trunk-stability-push-up.png filter=lfs diff=lfs merge=lfs -text

app.py

@@ -64,6 +64,28 @@ SCORE_DESCRIPTIONS = {
     0: "Pain reported — clinician referral required",
 }
 
+# Per-test illustration shown as a movement guide (test_key -> filename).
+_ASSET_DIR = os.path.join(os.path.dirname(os.path.abspath(__file__)), "assets", "screenings")
+SCREENING_ASSETS = {
+    "deep_squat": "deep-squat.png",
+    "hurdle_step": "hurdle-step.png",
+    "inline_lunge": "inline-lunge.png",
+    "shoulder_mobility": "shoulder-mobility.png",
+    "active_slr": "active-straight-leg-raise.png",
+    "trunk_stability_pushup": "trunk-stability-push-up.png",
+    "rotary_stability": "rotary-stability.png",
+}
+
+
+def _screening_image(test_display_name: str) -> str | None:
+    """Resolve the movement-guide image path for a dropdown display name."""
+    key = {name: val for name, val in FMS_TESTS}.get(test_display_name)
+    fname = SCREENING_ASSETS.get(key)
+    if not fname:
+        return None
+    path = os.path.join(_ASSET_DIR, fname)
+    return path if os.path.exists(path) else None
+
 
 # ─── Processing ──────────────────────────────────────────────────────────────
 
@@ -370,6 +392,15 @@ def build_app() -> gr.Blocks:
                         scale=1,
                     )
 
+                movement_guide = gr.Image(
+                    value=_screening_image("Deep Squat"),
+                    label="Movement guide",
+                    interactive=False,
+                    buttons=[],  # no download/share/fullscreen overlay
+                    height=240,
+                    elem_id="movement-guide",
+                )
+
                 _available_models = config.available_pose_models() or config.POSE_MODELS
                 _default_model = (
                     config.DEFAULT_POSE_MODEL
@@ -380,6 +411,7 @@ def build_app() -> gr.Blocks:
                     choices=list(_available_models.keys()),
                     value=_default_model,
                     label="Pose Model",
+                    elem_id="pose-model-dd",
                 )
 
                 overlay_layers = gr.CheckboxGroup(
@@ -452,6 +484,11 @@ def build_app() -> gr.Blocks:
             side = {"N/A": "na", "Left": "left", "Right": "right"}.get(side_display, "na")
             return process_video(video, test_name, side, pose_model_key, overlay_layers, sess)
 
+        # Swap the movement-guide illustration when the selected test changes.
+        test_dropdown.change(
+            fn=_screening_image, inputs=[test_dropdown], outputs=[movement_guide],
+        )
+
         submit_btn.click(
             fn=_map_inputs,
             inputs=[video_input, test_dropdown, side_dropdown, pose_model_dropdown,
@@ -481,4 +518,5 @@ def build_app() -> gr.Blocks:
 
 if __name__ == "__main__":
     app = build_app()
-    app.launch(theme=formscout_theme(), css=FORMSCOUT_CSS)
+    app.launch(theme=formscout_theme(), css=FORMSCOUT_CSS,
+               allowed_paths=[_ASSET_DIR])

formscout/ui/theme.py

@@ -16,6 +16,8 @@ SAGE_DEEP = "#9cbcad"
 TEAL = "#2b8a8a"
 TEAL_HOVER = "#1f6e6e"
 TEAL_DEEP = "#175757"
+TEAL_LIGHT = "#d6ecec"
+TEAL_LIGHT_HOVER = "#bfe3e3"
 GOLD = "#e0a43b"
 GOLD_DEEP = "#cf922a"
 INK = "#243a34"
@@ -116,6 +118,29 @@ FORMSCOUT_CSS = f"""
     color: {GOLD_DEEP};
 }}
 
+/* Pose Model dropdown — light-teal option cells (scoped, no other dropdowns affected) */
+#pose-model-dd ul.options {{
+    background: {TEAL_LIGHT} !important;
+}}
+#pose-model-dd ul.options li.item {{
+    background: {TEAL_LIGHT} !important;
+    color: {INK} !important;
+}}
+#pose-model-dd ul.options li.item:hover,
+#pose-model-dd ul.options li.item.active {{
+    background: {TEAL_LIGHT_HOVER} !important;
+}}
+
+/* Movement-guide illustration — rounded card matching the test selection */
+#movement-guide img {{
+    border-radius: 12px;
+    object-fit: contain;
+}}
+#movement-guide {{
+    border: 1px solid rgba(43, 138, 138, 0.22);
+    border-radius: 14px;
+}}
+
 /* Score display */
 .score-card {{
     background: rgba(43, 138, 138, 0.08);