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Text Editing\n- Use quotes: `\"Replace 'joy' with 'BFL'\"`\n- Maintain format: `\"Replace text while maintaining the same font style\"`\n\n## Common Problem Solutions\n\n### Character Changes Too Much\n❌ Wrong: `\"Transform the person into a Viking\"`\n✅ Correct: `\"Change the clothes to be a viking warrior while preserving facial features\"`\n\n### Composition Position Changes\n❌ Wrong: `\"Put him on a beach\"`\n✅ Correct: `\"Change the background to a beach while keeping the person in the exact same position, scale, and pose\"`\n\n### Style Application Inaccuracy\n❌ Wrong: `\"Make it a sketch\"`\n✅ Correct: `\"Convert to pencil sketch with natural graphite lines, cross-hatching, and visible paper texture\"`\n\n## Core Principles\n\n1. **Be Specific and Clear** - Use precise descriptions, avoid vague terms\n2. **Step-by-step Editing** - Break complex modifications into multiple simple steps\n3. **Explicit Preservation** - State what should remain unchanged\n4. **Verb Selection** - Use \"change\", \"replace\" rather than \"transform\"\n\n## Best Practice Templates\n\n**Object Modification:**\n`\"Change [object] to [new state], keep [content to preserve] unchanged\"`\n\n**Style Transfer:**\n`\"Transform to [specific style], while maintaining [composition/character/other] unchanged\"`\n\n**Background Replacement:**\n`\"Change the background to [new background], keep the subject in the exact same position and pose\"`\n\n**Text Editing:**\n`\"Replace '[original text]' with '[new text]', maintain the same font style\"`\n\n> **Remember:** The more specific, the better. Kontext excels at understanding detailed instructions and maintaining consistency. \n\n**TASK:**\nTransform the first image to Transform the characters into a realistic, high-quality live-action cosplay portrayal featuring the provided Couple with SLIGTHLY stylized pushed proportions to improve the charcters likeness. Acurately describe the facial structure features and characteristics, haistyle, costume, accessories and props and poses of each character from the original picture in order to replace it with the matching gender portrait of the actor or actress provided. Keep the composition, poses and costumes of the characters. Transforming the image into the live action lifelike reepresentation of the characters and background environment. ","","",""]},{"id":455,"pos":[-10420.9892578125,2358.59130859375],"mode":0,"size":[420.2709655761719,201.9195098876953],"type":"Display_Text","color":"#223","flags":{"collapsed":false},"order":155,"inputs":[{"link":857,"name":"context","type":"*"}],"bgcolor":"#335","outputs":[{"name":"context","type":"*","links":[]},{"name":"text_list","type":"STRING","links":null,"shape":6},{"name":"count","type":"INT","links":null},{"name":"selected","type":"STRING","links":[]},{"name":"text_full","type":"STRING","links":[2515]}],"properties":{"ver":"3d82dbfe091d84868212e5f275deb5447fa4e659","cnr_id":"llm-toolkit","Node name for S&R":"Display_Text"},"widgets_values":["0","Transform the characters into a realistic, high-quality live-action cosplay portrayal with slightly stylized, pushed proportions to enhance likeness. The male character stands front-left, muscular with a strong jawline, short tousled blonde hair, sharp blue eyes, wearing a tactical dark olive armored suit with multiple straps and pouches, holding a large silenced pistol in a forward aiming pose. The female character stands back-right, with shoulder-length fiery red hair styled in soft waves, angular facial features, and intense brown eyes. She wears a black tank top, olive tactical pants with knee pads, fingerless black gloves, and holds a compact pistol in a poised ready stance. Preserve the original composition, poses, and the desert ruins background with warm, golden sunlight casting natural shadows, creating a vivid lifelike environment."]},{"id":452,"pos":[-10425.1630859375,2071.380126953125],"mode":0,"size":[427.4910583496094,238.13401794433594],"type":"LLMToolkitTextGeneratorStream","color":"#223","flags":{},"order":146,"inputs":[{"link":855,"name":"context","type":"*","shape":7}],"bgcolor":"#335","outputs":[{"name":"context","type":"*","links":[857]}],"properties":{"ver":"3d82dbfe091d84868212e5f275deb5447fa4e659","cnr_id":"llm-toolkit","Node name for S&R":"LLMToolkitTextGeneratorStream"},"widgets_values":["gpt-4o-mini","Write a detailed description of a futuristic city.","Transform the characters into a realistic, high-quality live-action cosplay portrayal with slightly stylized, pushed proportions to enhance likeness. The male character stands front-left, muscular with a strong jawline, short tousled blonde hair, sharp blue eyes, wearing a tactical dark olive armored suit with multiple straps and pouches, holding a large silenced pistol in a forward aiming pose. The female character stands back-right, with shoulder-length fiery red hair styled in soft waves, angular facial features, and intense brown eyes. She wears a black tank top, olive tactical pants with knee pads, fingerless black gloves, and holds a compact pistol in a poised ready stance. Preserve the original composition, poses, and the desert ruins background with warm, golden sunlight casting natural shadows, creating a vivid lifelike environment."]},{"id":293,"pos":[-8752.0673828125,2529.862060546875],"mode":0,"size":[462.1188049316406,217.4800262451172],"type":"Display_Text","color":"#223","flags":{"collapsed":false},"order":200,"inputs":[{"link":536,"name":"context","type":"*"}],"bgcolor":"#335","outputs":[{"name":"context","type":"*","links":[]},{"name":"text_list","type":"STRING","links":null,"shape":6},{"name":"count","type":"INT","links":null},{"name":"selected","type":"STRING","links":[]},{"name":"text_full","type":"STRING","links":[2518]}],"properties":{"ver":"3d82dbfe091d84868212e5f275deb5447fa4e659","cnr_id":"llm-toolkit","Node name for S&R":"Display_Text"},"widgets_values":["0","Male soldier in tactical gear swings rifle overhead, red-haired woman in black tank top and cargo pants shifts stance, narrowing eyes, desert ruins bathed in golden sunset, camera dollies forward with slow focus pull, warm shadows stretch across sand, tokusatsu style, Shot on RED Dragon 6K with vintage Cooke lenses."]},{"id":1052,"pos":[-10424.84375,234.4246368408203],"mode":0,"size":[420.2709655761719,201.9195098876953],"type":"Display_Text","color":"#223","flags":{"collapsed":false},"order":121,"inputs":[{"link":2646,"name":"context","type":"*"}],"bgcolor":"#335","outputs":[{"name":"context","type":"*","links":[]},{"name":"text_list","type":"STRING","links":null,"shape":6},{"name":"count","type":"INT","links":null},{"name":"selected","type":"STRING","links":[]},{"name":"text_full","type":"STRING","links":[2650]}],"properties":{"ver":"3d82dbfe091d84868212e5f275deb5447fa4e659","cnr_id":"llm-toolkit","Node name for S&R":"Display_Text"},"widgets_values":["0","Transform the character into a realistic, high-quality live-action cosplay portrayal featuring the provided actress. Accurately depict the character’s sharp, angular facial structure with a pointed chin and defined cheekbones, adapting the actress’s soft oval face by subtly stylizing proportions to match. Change her blonde hair to a vibrant red, styled into a short, tousled bob with flipped ends. Maintain the black tank top, green tactical pants with knee pads, brown lace-up combat boots, black fingerless gloves, and pistol held firmly. Keep the crouching pose against the wall, preserving all costume details and accessories for a lifelike, faithful representation."]},{"id":1053,"pos":[-10429.017578125,-52.78694152832031],"mode":0,"size":[427.4910583496094,238.13401794433594],"type":"LLMToolkitTextGeneratorStream","color":"#223","flags":{},"order":114,"inputs":[{"link":2647,"name":"context","type":"*","shape":7}],"bgcolor":"#335","outputs":[{"name":"context","type":"*","links":[2646]}],"properties":{"ver":"3d82dbfe091d84868212e5f275deb5447fa4e659","cnr_id":"llm-toolkit","Node name for S&R":"LLMToolkitTextGeneratorStream"},"widgets_values":["gpt-4o-mini","Write a detailed description of a futuristic city.","Transform the character into a realistic, high-quality live-action cosplay portrayal featuring the provided actress. Accurately depict the character’s sharp, angular facial structure with a pointed chin and defined cheekbones, adapting the actress’s soft oval face by subtly stylizing proportions to match. Change her blonde hair to a vibrant red, styled into a short, tousled bob with flipped ends. Maintain the black tank top, green tactical pants with knee pads, brown lace-up combat boots, black fingerless gloves, and pistol held firmly. Keep the crouching pose against the wall, preserving all costume details and accessories for a lifelike, faithful representation."]},{"id":1051,"pos":[-10436.12109375,-339.3321533203125],"mode":0,"size":[440.57611083984375,342],"type":"PromptManager","color":"#223","flags":{},"order":101,"inputs":[{"link":2648,"name":"context","type":"*","shape":7},{"link":2649,"name":"image","type":"IMAGE","shape":7},{"link":null,"name":"mask","type":"MASK","shape":7},{"link":null,"name":"video","type":"IMAGE","shape":7},{"link":null,"name":"clip","type":"CLIP"}],"bgcolor":"#335","outputs":[{"name":"context","type":"*","links":[2647]},{"name":"STRING","type":"STRING","links":null}],"properties":{"ver":"3d82dbfe091d84868212e5f275deb5447fa4e659","cnr_id":"llm-toolkit","resultTimeout":5,"showTestButton":false,"webuiDisplayMode":"newtab","Node name for S&R":"PromptManager"},"widgets_values":["You are a master artist crafting precise visual narratives for text-to-image generation. When given an image or visual description, create a flowing 70 word paragraph following this base on the TASK\n\n### 1. Basic Modifications\n- Simple and direct: `\"Change the car color to red\"`\n- Maintain style: `\"Change to daytime while maintaining the same style of the painting\"`\n\n### 2. Style Transfer\n**Principles:**\n- Clearly name style: `\"Transform to Bauhaus art style\"`\n- Describe characteristics: `\"Transform to oil painting with visible brushstrokes, thick paint texture\"`\n- Preserve composition: `\"Change to Bauhaus style while maintaining the original composition\"`\n\n### 3. Character Consistency\n**Framework:**\n- Specific description: `\"The woman with short black hair\"` instead of \"she\"\n- Preserve features: `\"while maintaining the same facial features, hairstyle, and expression\"`\n- Step-by-step modifications: Change background first, then actions\n\n### 4. Text Editing\n- Use quotes: `\"Replace 'joy' with 'BFL'\"`\n- Maintain format: `\"Replace text while maintaining the same font style\"`\n\n## Common Problem Solutions\n\n### Character Changes Too Much\n❌ Wrong: `\"Transform the person into a Viking\"`\n✅ Correct: `\"Change the clothes to be a viking warrior while preserving facial features\"`\n\n### Composition Position Changes\n❌ Wrong: `\"Put him on a beach\"`\n✅ Correct: `\"Change the background to a beach while keeping the person in the exact same position, scale, and pose\"`\n\n### Style Application Inaccuracy\n❌ Wrong: `\"Make it a sketch\"`\n✅ Correct: `\"Convert to pencil sketch with natural graphite lines, cross-hatching, and visible paper texture\"`\n\n## Core Principles\n\n1. **Be Specific and Clear** - Use precise descriptions, avoid vague terms\n2. **Step-by-step Editing** - Break complex modifications into multiple simple steps\n3. **Explicit Preservation** - State what should remain unchanged\n4. **Verb Selection** - Use \"change\", \"replace\" rather than \"transform\"\n\n## Best Practice Templates\n\n**Object Modification:**\n`\"Change [object] to [new state], keep [content to preserve] unchanged\"`\n\n**Style Transfer:**\n`\"Transform to [specific style], while maintaining [composition/character/other] unchanged\"`\n\n**Background Replacement:**\n`\"Change the background to [new background], keep the subject in the exact same position and pose\"`\n\n**Text Editing:**\n`\"Replace '[original text]' with '[new text]', maintain the same font style\"`\n\n> **Remember:** The more specific, the better. Kontext excels at understanding detailed instructions and maintaining consistency. \n\n**TASK:**\nTransform the first image to Transform the character into a realistic, high-quality live-action cosplay portrayal featuring the provided Actress with slithly stylized pushed proportions to improve the charcter likeness Acurately describe the facial structure features and characteristics, haistyle, costume, accessories and props and pose of each character from the original picture in order to replace it with the matching actress provided. Keep the composition, poses and costumes of the characters. Transforming the image into the live action representation of the character. Make sure all the visual characteristic from the character in the original image are an accurately LIFELIKE portrayal of the character by the actress ","","",""]},{"id":1055,"pos":[-10420.107421875,1285.1754150390625],"mode":0,"size":[420.2709655761719,201.9195098876953],"type":"Display_Text","color":"#223","flags":{"collapsed":false},"order":120,"inputs":[{"link":2652,"name":"context","type":"*"}],"bgcolor":"#335","outputs":[{"name":"context","type":"*","links":[]},{"name":"text_list","type":"STRING","links":null,"shape":6},{"name":"count","type":"INT","links":null},{"name":"selected","type":"STRING","links":[]},{"name":"text_full","type":"STRING","links":[2656]}],"properties":{"ver":"3d82dbfe091d84868212e5f275deb5447fa4e659","cnr_id":"llm-toolkit","Node name for S&R":"Display_Text"},"widgets_values":["0","Change the character to a high-quality, realistic live-action cosplay style featuring a lifelike portrayal of the actor in the second image. Keep the composition, pose, and costume unchanged. The actor has a chiseled jawline, light stubble, and intense blue eyes with a serious expression. His tousled, sandy blonde hair is swept back. Accurately recreate the tactical suit with harnesses, pouches, and gloves, and hold the silenced pistol in the right hand, emphasizing pushed proportions to enhance character likeness."]},{"id":1056,"pos":[-10424.28125,997.964599609375],"mode":0,"size":[427.4910583496094,238.13401794433594],"type":"LLMToolkitTextGeneratorStream","color":"#223","flags":{},"order":111,"inputs":[{"link":2653,"name":"context","type":"*","shape":7}],"bgcolor":"#335","outputs":[{"name":"context","type":"*","links":[2652]}],"properties":{"ver":"3d82dbfe091d84868212e5f275deb5447fa4e659","cnr_id":"llm-toolkit","Node name for S&R":"LLMToolkitTextGeneratorStream"},"widgets_values":["gpt-4o-mini","Write a detailed description of a futuristic city.","Change the character to a high-quality, realistic live-action cosplay style featuring a lifelike portrayal of the actor in the second image. Keep the composition, pose, and costume unchanged. The actor has a chiseled jawline, light stubble, and intense blue eyes with a serious expression. His tousled, sandy blonde hair is swept back. Accurately recreate the tactical suit with harnesses, pouches, and gloves, and hold the silenced pistol in the right hand, emphasizing pushed proportions to enhance character likeness."]},{"id":1054,"pos":[-10431.384765625,711.4160766601562],"mode":0,"size":[440.57611083984375,342],"type":"PromptManager","color":"#223","flags":{},"order":99,"inputs":[{"link":2654,"name":"context","type":"*","shape":7},{"link":2655,"name":"image","type":"IMAGE","shape":7},{"link":null,"name":"mask","type":"MASK","shape":7},{"link":null,"name":"video","type":"IMAGE","shape":7},{"link":null,"name":"clip","type":"CLIP"}],"bgcolor":"#335","outputs":[{"name":"context","type":"*","links":[2653]},{"name":"STRING","type":"STRING","links":null}],"properties":{"ver":"3d82dbfe091d84868212e5f275deb5447fa4e659","cnr_id":"llm-toolkit","resultTimeout":5,"showTestButton":false,"webuiDisplayMode":"newtab","Node name for S&R":"PromptManager"},"widgets_values":["You are a master artist crafting precise visual narratives for text-to-image generation. When given an image or visual description, create a flowing 70 word paragraph following this base on the TASK\n\n### 1. Basic Modifications\n- Simple and direct: `\"Change the car color to red\"`\n- Maintain style: `\"Change to daytime while maintaining the same style of the painting\"`\n\n### 2. Style Transfer\n**Principles:**\n- Clearly name style: `\"Transform to Bauhaus art style\"`\n- Describe characteristics: `\"Transform to oil painting with visible brushstrokes, thick paint texture\"`\n- Preserve composition: `\"Change to Bauhaus style while maintaining the original composition\"`\n\n### 3. Character Consistency\n**Framework:**\n- Specific description: `\"The woman with short black hair\"` instead of \"she\"\n- Preserve features: `\"while maintaining the same facial features, hairstyle, and expression\"`\n- Step-by-step modifications: Change background first, then actions\n\n### 4. Text Editing\n- Use quotes: `\"Replace 'joy' with 'BFL'\"`\n- Maintain format: `\"Replace text while maintaining the same font style\"`\n\n## Common Problem Solutions\n\n### Character Changes Too Much\n❌ Wrong: `\"Transform the person into a Viking\"`\n✅ Correct: `\"Change the clothes to be a viking warrior while preserving facial features\"`\n\n### Composition Position Changes\n❌ Wrong: `\"Put him on a beach\"`\n✅ Correct: `\"Change the background to a beach while keeping the person in the exact same position, scale, and pose\"`\n\n### Style Application Inaccuracy\n❌ Wrong: `\"Make it a sketch\"`\n✅ Correct: `\"Convert to pencil sketch with natural graphite lines, cross-hatching, and visible paper texture\"`\n\n## Core Principles\n\n1. **Be Specific and Clear** - Use precise descriptions, avoid vague terms\n2. **Step-by-step Editing** - Break complex modifications into multiple simple steps\n3. **Explicit Preservation** - State what should remain unchanged\n4. **Verb Selection** - Use \"change\", \"replace\" rather than \"transform\"\n\n## Best Practice Templates\n\n**Object Modification:**\n`\"Change [object] to [new state], keep [content to preserve] unchanged\"`\n\n**Style Transfer:**\n`\"Transform to [specific style], while maintaining [composition/character/other] unchanged\"`\n\n**Background Replacement:**\n`\"Change the background to [new background], keep the subject in the exact same position and pose\"`\n\n**Text Editing:**\n`\"Replace '[original text]' with '[new text]', maintain the same font style\"`\n\n> **Remember:** The more specific, the better. Kontext excels at understanding detailed instructions and maintaining consistency. \n\n**TASK:**\nTransform the first image to a realistic accurate High quality top production cosplay style live-action stylized pushed proportions photoreal aesthetic, but be sure to push the proportions to improve the charcter likeness keep the composition, poses and costumes of the characters. Acurately describe the facial structure features and characteristics, haistyle, costume, accessories and props and pose of each character from the original picture in order to replace it with the matching gender portrait of the actor or actress provided. Transforming the image into the live action representation of the character. 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The male character stands front-left, muscular with a strong jawline, short tousled blonde hair, sharp blue eyes, wearing a tactical dark olive armored suit with multiple straps and pouches, holding a large silenced pistol in a forward aiming pose. The female character stands back-right, with shoulder-length fiery red hair styled in soft waves, angular facial features, and intense brown eyes. She wears a black tank top, olive tactical pants with knee pads, fingerless black gloves, and holds a compact pistol in a poised ready stance. Preserve the original composition, poses, and the desert ruins background with warm, golden sunlight casting natural shadows, creating a vivid lifelike environment."},"class_type":"LLMToolkitTextGeneratorStream"},"453":{"_meta":{"title":"Prompt Manager (LLMToolkit)"},"inputs":{"url":"","image":["982",0],"context":["309",0],"file_path":"","audio_path":"","text_prompt":"You are a master artist crafting precise visual narratives for text-to-image generation. When given an image or visual description, create a flowing 70 word paragraph following this base on the TASK\n\n### 1. Basic Modifications\n- Simple and direct: `\"Change the car color to red\"`\n- Maintain style: `\"Change to daytime while maintaining the same style of the painting\"`\n\n### 2. Style Transfer\n**Principles:**\n- Clearly name style: `\"Transform to Bauhaus art style\"`\n- Describe characteristics: `\"Transform to oil painting with visible brushstrokes, thick paint texture\"`\n- Preserve composition: `\"Change to Bauhaus style while maintaining the original composition\"`\n\n### 3. Character Consistency\n**Framework:**\n- Specific description: `\"The woman with short black hair\"` instead of \"she\"\n- Preserve features: `\"while maintaining the same facial features, hairstyle, and expression\"`\n- Step-by-step modifications: Change background first, then actions\n\n### 4. Text Editing\n- Use quotes: `\"Replace 'joy' with 'BFL'\"`\n- Maintain format: `\"Replace text while maintaining the same font style\"`\n\n## Common Problem Solutions\n\n### Character Changes Too Much\n❌ Wrong: `\"Transform the person into a Viking\"`\n✅ Correct: `\"Change the clothes to be a viking warrior while preserving facial features\"`\n\n### Composition Position Changes\n❌ Wrong: `\"Put him on a beach\"`\n✅ Correct: `\"Change the background to a beach while keeping the person in the exact same position, scale, and pose\"`\n\n### Style Application Inaccuracy\n❌ Wrong: `\"Make it a sketch\"`\n✅ Correct: `\"Convert to pencil sketch with natural graphite lines, cross-hatching, and visible paper texture\"`\n\n## Core Principles\n\n1. **Be Specific and Clear** - Use precise descriptions, avoid vague terms\n2. **Step-by-step Editing** - Break complex modifications into multiple simple steps\n3. **Explicit Preservation** - State what should remain unchanged\n4. **Verb Selection** - Use \"change\", \"replace\" rather than \"transform\"\n\n## Best Practice Templates\n\n**Object Modification:**\n`\"Change [object] to [new state], keep [content to preserve] unchanged\"`\n\n**Style Transfer:**\n`\"Transform to [specific style], while maintaining [composition/character/other] unchanged\"`\n\n**Background Replacement:**\n`\"Change the background to [new background], keep the subject in the exact same position and pose\"`\n\n**Text Editing:**\n`\"Replace '[original text]' with '[new text]', maintain the same font style\"`\n\n> **Remember:** The more specific, the better. 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Accurately recreate the tactical suit with harnesses, pouches, and gloves, and hold the silenced pistol in the right hand, emphasizing pushed proportions to enhance character likeness."},"class_type":"Display_Text"},"1056":{"_meta":{"title":"Generate Text Stream (LLMToolkit)"},"inputs":{"prompt":"Write a detailed description of a futuristic city.","context":["1054",0],"llm_model":"gpt-4o-mini","LLMToolkitTextGeneratorStream_response":"Change the character to a high-quality, realistic live-action cosplay style featuring a lifelike portrayal of the actor in the second image. Keep the composition, pose, and costume unchanged. The actor has a chiseled jawline, light stubble, and intense blue eyes with a serious expression. His tousled, sandy blonde hair is swept back. Accurately recreate the tactical suit with harnesses, pouches, and gloves, and hold the silenced pistol in the right hand, emphasizing pushed proportions to enhance character likeness."},"class_type":"LLMToolkitTextGeneratorStream"},"1057":{"_meta":{"title":"Load Image"},"inputs":{"image":"SCENE_COUPLE_00001_ (1).png"},"class_type":"LoadImage"},"1058":{"_meta":{"title":"Load Image"},"inputs":{"image":"SCENE_COUPLE_00001_ (1).png"},"class_type":"LoadImage"},"1059":{"_meta":{"title":"External Seed (ComfyUI Deploy)"},"inputs":{"input_id":"input_seed","max_value":4294967295,"min_value":1,"description":"For default value:\n\"-1\" (i.e. not in range): Randomize within the min and max value range. \nin range: Fixed, always the same value\n","display_name":"","default_value":-1},"class_type":"ComfyUIDeployExternalSeed"},"1065":{"_meta":{"title":"Create Video"},"inputs":{"fps":["1068",0],"images":["793",0]},"class_type":"CreateVideo"},"1066":{"_meta":{"title":"Save Video"},"inputs":{"codec":"auto","video":["1065",0],"format":"auto","video-preview":"","filename_prefix":"video/Kling_fal_"},"class_type":"SaveVideo"},"1068":{"_meta":{"title":"Video Info 🎥🅥🅗🅢"},"inputs":{"video_info":["793",3]},"class_type":"VHS_VideoInfo"},"1072":{"_meta":{"title":"External Enum"},"inputs":{"options":"[\"16:9\",\"9:16\",\"1:1\"]","input_id":"aspect_ratio","description":"","display_name":"","default_value":"9:16"},"class_type":"ComfyUIDeployExternalEnum"},"1076":{"_meta":{"title":"Color Input (RMBG) 🎨"},"inputs":{"color":"","preset":"white"},"class_type":"AILab_ColorInput"}}}