ComfyUI Node
h4 : Debug-a-Tron-3000 CONSOLE (v3.0.0) - Now in Technicolor™
A ComfyUI node in h4 Toolkit/Debug with 27 inputs and 11 outputs.
h4 : Debug-a-Tron-3000 CONSOLE (v3.0.0) - Now in Technicolor™
- model_in
- clip_in
- clip_vision_in
- vae_in
- conditioning_in
- conditioning_positive_in
- conditioning_negative_in
- latent_in
- image_in
- mask_in
- html_log
- Model
- CLIP
- CLIP_Vision
- VAE
- Conditioning
- Positive
- Negative
- Latent
- Image
- Mask
◄modepassthrough►
◄go_ultrafalse►
◄ultra_capture_first_steptrue►
◄ultra_capture_mid_stepfalse►
◄ultra_capture_last_steptrue►
◄ultra_preview_imagestrue►
◄ultra_json_logtrue►
◄ultra_highlight_missing_conditioningtrue►
◄ultra_token_previewfalse►
◄ultra_latent_anomaly_checkstrue►
◄ultra_model_diff_trackingfalse►
◄ultra_watch_expression►
◄ultra_cache_artifactstrue►
◄display_modeboth►
◄color_schemecyberpunk►
◄verbositynormal►
◄show_timestampstrue►
Categoryh4 Toolkit/Debug
Inputs (27)
| Name | Type | Default | Description |
|---|---|---|---|
| mode | COMBO | passthrough | 2 options: monitor, passthrough |
| model_inopt | MODEL | Connect any diffusion model blob to inspect or forward downstream. | |
| clip_inopt | CLIP | Attach a CLIP text encoder payload for logging and pass-through. | |
| clip_vision_inopt | CLIP_VISION | Optional CLIP vision encoder payload. | |
| vae_inopt | VAE | Supply a VAE instance for inspection or passthrough. | |
| conditioning_inopt | CONDITIONING | Generic conditioning list or bundle. | |
| conditioning_positive_inopt | CONDITIONING | Positive conditioning branch when separated upstream. | |
| conditioning_negative_inopt | CONDITIONING | Negative conditioning branch when separated upstream. | |
| latent_inopt | LATENT | Latent dictionary (samples / noise etc.). | |
| image_inopt | IMAGE | Images or batches headed into the debugger. | |
| mask_inopt | MASK | Mask tensor payloads to monitor or route. | |
| go_ultraopt | BOOLEAN | false | Flip the switch marked GO PLUS ULTRA?! to open deep-dive logging, previews, and artefact capture. |
| ultra_capture_first_stepopt | BOOLEAN | true | Capture analytics for the earliest latent frame observed (or current latent when history is unavailable). |
| ultra_capture_mid_stepopt | BOOLEAN | false | When latent history is provided, also analyse the midpoint frame for drift checks. |
| ultra_capture_last_stepopt | BOOLEAN | true | Capture analytics for the most recent latent frame to spot end-of-run anomalies. |
| ultra_preview_imagesopt | BOOLEAN | true | Attempt to decode the analysed latent into a quick preview image when a VAE is connected. |
| ultra_json_logopt | BOOLEAN | true | Serialise the captured diagnostics to a JSON file under ComfyUI's temp directory for later comparison. |
| ultra_highlight_missing_conditioningopt | BOOLEAN | true | Warn when positive/negative or auxiliary conditioning branches are absent to prevent silent misconfigurations. |
| ultra_token_previewopt | BOOLEAN | false | Attempt to echo prompt fragments and key embedding stats for the first few conditioning entries. |
| ultra_latent_anomaly_checksopt | BOOLEAN | true | Scan tensors for NaN/Inf values and suspicious variance spikes to surface stability issues early. |
| ultra_model_diff_trackingopt | BOOLEAN | false | Hash model and LoRA parameter signatures so you can verify which weights were active this run. |
| ultra_watch_expressionopt | STRING | Evaluate a Python expression against the inbound payloads (available globals: torch, np, slot names). Leave blank to disable. | |
| ultra_cache_artifactsopt | BOOLEAN | true | Keep generated preview images and JSON logs on disk instead of treating them as temporary diagnostics. |
| display_modeopt | COMBO | both | Choose whether to emit console logs, HTML, or both. |
| color_schemeopt | COMBO | cyberpunk | Palette applied to the rendered HTML dossier. |
| verbosityopt | COMBO | normal | Controls how many diagnostic lines are included per slot. |
| show_timestampsopt | BOOLEAN | true | When enabled, each slot section includes the current time stamp. |
Outputs (11)
| Name | Type | Description |
|---|---|---|
| html_log | STRING | — |
| Model | MODEL | — |
| CLIP | CLIP | — |
| CLIP_Vision | CLIP_VISION | — |
| VAE | VAE | — |
| Conditioning | CONDITIONING | — |
| Positive | CONDITIONING | — |
| Negative | CONDITIONING | — |
| Latent | LATENT | — |
| Image | IMAGE | — |
| Mask | MASK | — |