Reference sheet generator (optional module + dialog); leak report tests start from unwrapped ComfyUI functions

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>

modules/sampling/context_windows/__init__.py

@@ -43,7 +43,7 @@ SETTINGS = {
                 "hint": "Frames neighbouring windows share. More overlap joins smoother but runs slower; it must be shorter than the window.",
                 "when": {"enabled": True, "schedule": [v for v in SCHEDULES if v != "batched"]}},
     "schedule": {"type": "enum", "default": "standard_uniform", "label": "Window schedule",
-                 "hint": "Window layout. standard_uniform: shifts a little each step. standard_static: same every step. looped_uniform: the end wraps to the start. batched: no overlap.",
+                 "hint": "Window layout. standard_uniform: shifts each step. standard_static: fixed. looped_uniform: the end wraps to the start. batched: no overlap.",
                  "options": [{"value": v, "label": v} for v in SCHEDULES], "when": {"enabled": True}},
     "fuse": {"type": "enum", "default": "pyramid", "label": "Window blend",
              "hint": "How windows are blended. pyramid: trusts each window's middle most. overlap-linear: fades across the overlap. flat: plain average.",

modules/sampling/noise_merge/__init__.py

@@ -51,7 +51,7 @@ SETTINGS = {
             {"value": "noise", "label": "Starting noise"},
         ],
         "label": "Merge", "ui": "segmented",
-        "hint": "Blends in a second seed. Step answers: asks the model twice at chosen steps. Second run: blends a whole second video (slower). Starting noise: mixes the second seed's noise in at no extra cost.",
+        "hint": "Blends in a second seed. Step answers: at chosen steps. Second run: a whole second video (slower). Starting noise: free.",
         "when": {"enabled": True},
     },
     "steps": {

modules/sampling/ptd/__init__.py

@@ -53,7 +53,7 @@ SETTINGS = {
     "enabled": {
         "type": "bool", "default": False,
         "label": "Few-step PTD",
-        "hint": "Renders in the adapter file's own 4 to 8 steps, without CFG. Use the base the file was trained on, with SLA, turbo LoRAs and other enhancements off. Cannot start from a picture or mask.",
+        "hint": "Renders in the adapter's own 4 to 8 steps without CFG. Use the base it was trained on, with SLA and turbo LoRAs off. No picture or mask start.",
     },
     "adapter": {
         "type": "enum", "default": _FOUND[0] if _FOUND else "",

modules/sampling/run_meter/__init__.py

@@ -34,7 +34,7 @@ SETTINGS = {
     "enabled": {
         "type": "bool", "default": False,
         "label": "Measure the run",
-        "hint": "Logs how grainy the picture is and how much it changes each step, and compares with the previous run of the same seed, steps and size. No extra model calls.",
+        "hint": "Logs how grainy the picture is and how much it changes each step, and compares with the last run of the same seed, steps and size.",
     },
 }
 

modules/sampling/sampler/nodes.py

@@ -116,10 +116,7 @@ class FunUISampler(io.ComfyNode):
                                tooltip="Below 1 starts partway through the schedule."),
                 io.Custom("FUNUI_SETTINGS").Input("settings", optional=True),
                 io.Sigmas.Input("sigmas", optional=True,
-                                tooltip="A schedule to run exactly as written. When wired, "
-                                        "steps, scheduler and denoise are not used. For a "
-                                        "second pass its first value is the strength: 0.4 "
-                                        "polishes, 0.8 reworks the shot."),
+                                tooltip="A schedule to run exactly as written; steps, scheduler and denoise are then unused. In a second pass its first value is the strength."),
             ],
             outputs=[
                 io.Latent.Output(display_name="latent"),

modules/sampling/turbo/__init__.py

@@ -70,7 +70,7 @@ SETTINGS = {
     "polish": {
         "type": "float", "default": 0.25, "min": 0.0, "max": 0.6, "step": 0.01,
         "label": "Polish step sigma", "ui": "slider",
-        "hint": "0: off. Otherwise one extra full-size pass after the last step, starting from this noise level, as a short polish. From about 0.4 the sound is redrawn too.",
+        "hint": "0: off. Otherwise adds one extra full-size polish pass from this noise level. From about 0.4 the sound is redrawn too.",
         "when": {"enabled": True},
     },
 }

modules/sampling/two_stage/__init__.py

@@ -59,7 +59,7 @@ SETTINGS = {
     "back_up": {
         "type": "float", "default": 0.5, "min": 0.0, "max": 1.0, "step": 0.05, "ui": "slider",
         "label": "Noise added at the hand-over",
-        "hint": "How far back the full-size stage starts. 0: where the first stage stopped. Higher: more fresh noise, so soft or doubled outlines can be redrawn. Maximum 0.95.",
+        "hint": "How far back the full-size stage starts. 0: where stage one stopped. Higher: more fresh noise, which can redraw soft or doubled outlines.",
         "when": {"enabled": True},
     },
     "resize": {
@@ -72,7 +72,7 @@ SETTINGS = {
                     {"value": "upscaler", "label": "Latent upscaler"}],
         "renamed_options": {"trilinear": "bicubic"},   # removed: it was Bilinear here (time is never resampled)
         "label": "How the hand-over is enlarged",
-        "hint": "Plain methods are free. Latent upscaler uses H3's learned upscaler (models/latent_upscale_models) for learned detail instead of blur; one small pass per run.",
+        "hint": "Plain methods are free. Latent upscaler adds learned detail instead of blur, for one small extra pass.",
         "when": {"enabled": True},
     },
     "upscaler": {