ComfyUI Node
万能模型提示词优化
Universal prompt optimizer with rich media slots (image/video/audio). Outputs the first image, the prompt string, an optional conditioning, and an optional latent so it can feed text-to-image, img2img, and reference-driven pipelines without forcing any model loading.
万能模型提示词优化
- clip
- image
- media_bundle
- prompt
- conditioning
- prompt_finite
- segments_json
◄width1024►
◄height1024►
◄resize_modecover►
◄prompt►
◄ref_image_1►
◄ref_image_2►
◄ref_image_3►
◄ref_image_4►
◄ref_image_5►
◄ref_image_6►
◄ref_image_7►
◄ref_image_8►
◄ref_image_9►
◄ref_video_1►
◄ref_video_2►
◄ref_video_3►
◄ref_audio_1►
◄ref_audio_2►
◄ref_audio_3►
◄gh_state_json►
◄segments_json►
CategoryUniversal Prompt/Optimizer
Inputs (22)
| Name | Type | Default | Description |
|---|---|---|---|
| width | INT | 102464–16384 | — |
| height | INT | 102464–16384 | — |
| resize_mode | COMBO | cover | 3 options: cover, contain, stretch |
| prompt | STRING | — | |
| clipopt | CLIP | 可选：接入文本编码器后节点输出 conditioning | |
| ref_image_1opt | STRING | — | |
| ref_image_2opt | STRING | — | |
| ref_image_3opt | STRING | — | |
| ref_image_4opt | STRING | — | |
| ref_image_5opt | STRING | — | |
| ref_image_6opt | STRING | — | |
| ref_image_7opt | STRING | — | |
| ref_image_8opt | STRING | — | |
| ref_image_9opt | STRING | — | |
| ref_video_1opt | STRING | — | |
| ref_video_2opt | STRING | — | |
| ref_video_3opt | STRING | — | |
| ref_audio_1opt | STRING | — | |
| ref_audio_2opt | STRING | — | |
| ref_audio_3opt | STRING | — | |
| gh_state_jsonopt | STRING | — | |
| segments_jsonopt | STRING | — |
Outputs (6)
| Name | Type | Description |
|---|---|---|
| image | IMAGE | — |
| media_bundle | GH_MEDIA_BUNDLE | — |
| prompt | STRING | — |
| conditioning | CONDITIONING | — |
| prompt_finite | GH_PROMPT_STR | — |
| segments_json | GH_SEGMENTS_STR | — |