Amazon POD Design Generator - Confirm & Copy Final Agent Code

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[
  {
    "taskID": 101,
    "semanticTitleOfTask": "Analyze URL Domain Type",
    "taskDescription": "Analyzes the provided URL to determine if it's an Amazon listing or from another marketplace, returning 'amazon' or 'other'.",
    "inputDescription": "Accepts 'VARIABLE1' as the listing URL. Checks if 'amazon.com' appears in the URL to decide the domain type.",
    "inputRequired": [
      "VARIABLE1"
    ],
    "outputDescription": "A single string: either 'amazon' or 'other', indicating the domain type.",
    "outputName": "domain_type",
    "promptInstruction": "Analyze the provided URL. If it contains 'amazon.com' or is an Amazon marketplace URL, return only the word 'amazon'. For any other marketplace URL, return only the word 'other'. Do not include any additional text or explanation in your response."
  },
  {
    "taskID": 102,
    "semanticTitleOfTask": "Extract Amazon Product Listing Data",
    "taskDescription": "Crawls the Amazon product page using the Real-Time Amazon Data API to retrieve raw listing data including title, bullet points, description, and main image URL.",
    "inputDescription": "Requires 'VARIABLE1' as the listing URL and 'domain_type' as the domain type (which must be 'amazon').",
    "inputRequired": [
      "VARIABLE1",
      "domain_type"
    ],
    "outputDescription": "Raw text containing Amazon product data (title, bullet points, description, main image URL).",
    "outputName": "raw_amazon_data",
    "promptInstruction": "no instruction"
  },
  {
    "taskID": 103,
    "semanticTitleOfTask": "Extract Non-Amazon Product Listing Data",
    "taskDescription": "Scrapes or parses non-Amazon URLs (e.g., Etsy) to retrieve raw listing data such as title, bullet points, description, and main image URL.",
    "inputDescription": "Requires 'VARIABLE1' as the listing URL and 'domain_type' (which must be 'other').",
    "inputRequired": [
      "VARIABLE1",
      "domain_type"
    ],
    "outputDescription": "Raw text containing product data (title, bullet points, description, main image URL) from non-Amazon sources.",
    "outputName": "raw_other_data",
    "promptInstruction": "no instruction"
  },
  {
    "taskID": 104,
    "semanticTitleOfTask": "Structure Extracted Listing Data",
    "taskDescription": "Converts the raw listing data into standardized JSON with fields 'title', 'bullet_points', 'description', 'main_image_url'. Truncates content to comply with length restrictions and removes references to specific holidays or 't-shirt' from the title.",
    "inputDescription": "Accepts either 'raw_amazon_data' or 'raw_other_data'.",
    "inputRequired": [
      "raw_amazon_data",
      "raw_other_data"
    ],
    "outputDescription": "A valid JSON object containing 'title', 'bullet_points', 'description', 'main_image_url'.",
    "outputName": "extracted_listing_data",
    "promptInstruction": "Convert the following raw product listing data into a JSON object with these exact fields: 'title', 'bullet_points', 'description', 'main_image_url'. The resulting JSON must be valid, with no additional text or explanation. Ensure the title is no longer than 60 characters, each bullet point no longer than 200 characters, and the description no longer than 1000 characters. Remove any references to specific holidays or the word 't-shirt' from the title. Return valid JSON only."
  },
  {
    "taskID": 201,
    "semanticTitleOfTask": "Image Analysis with GPT Vision",
    "taskDescription": "This task uses the ChatGPT Vision API to analyze the shirt image and provide a thorough description of its colors, style, patterns, and overall design elements.",
    "inputDescription": "Requires 'extracted_listing_data' (which includes 'main_image_url').",
    "inputRequired": [
      "extracted_listing_data"
    ],
    "outputDescription": "A text description detailing design elements, color palette, style, and any notable visual features, suitable for downstream design generation or listing creation.",
    "outputName": "image_description",
    "promptInstruction": "Analyze the 'main_image_url' from the provided data and describe its visual elements with emphasis on colors, style, patterns, and overall theme. Do NOT include copyrighted or trademarked references."
  },
  {
    "taskID": 202,
    "semanticTitleOfTask": "Trademark & Infringement Check",
    "taskDescription": "This task identifies and removes trademarked words or phrases from the listing's title, bullet points, and description, generating a list of safe, non-infringing keywords.",
    "inputDescription": "Requires the extracted listing data plus the trademark API endpoint in 'VARIABLE2'.",
    "inputRequired": [
      "extracted_listing_data",
      "VARIABLE2"
    ],
    "outputDescription": "A curated list of approved, non-trademarked keywords and phrases derived from the original listing text, ensuring compliance.",
    "outputName": "safe_keywords",
    "promptInstruction": "Scan the provided text for trademarked or infringing terms by querying the USPTO trademark database. Remove or mark any flagged words. Return only a final list of safe, descriptive keywords. Exclude holiday names, brand names, or 't-shirt.'"
  },
  {
    "taskID": 203,
    "semanticTitleOfTask": "Final Data Structure Creation",
    "taskDescription": "This task merges the image description and the safe keywords into a final JSON output that clearly differentiates visual design details from approved text terms.",
    "inputDescription": "Requires both 'image_description' and 'safe_keywords'.",
    "inputRequired": [
      "image_description",
      "safe_keywords"
    ],
    "outputDescription": "A structured JSON object containing the final descriptive breakdown of the shirt design together with verified, non-infringing keywords for future use.",
    "outputName": "safe_keywords_and_image_description",
    "promptInstruction": "Combine the image description and safe keywords into a single JSON object with fields for design elements, style, color palette, and safe keywords. Ensure clarity, no duplicates, and keep them neatly organized."
  },
  {
    "taskID": 301,
    "semanticTitleOfTask": "Generate T-Shirt Design Variation 1",
    "taskDescription": "Creates a brand-new t-shirt design from safe keywords and style descriptions, requesting a transparent background. The design must be unique and suitable for print-on-demand.",
    "inputDescription": "Requires 'safe_keywords_and_image_description' as input.",
    "inputRequired": [
      "safe_keywords_and_image_description"
    ],
    "outputDescription": "A raw PNG file representing the first design variation, ideally with a transparent background.",
    "outputName": "variation1_raw_png",
    "promptInstruction": "Create a t-shirt design with the following characteristics:\n- Style: {style_description}\n- Elements: {safe_keywords}\n- Must have transparent background\n- Clean, professional design suitable for print-on-demand\n- Avoid text unless specifically requested in keywords\n- Ensure high contrast and clear edges\n- Design should be centered and properly scaled for t-shirt printing\n- Negative prompt: no t-shirt mockup, no blur, no low quality, no background, no text unless specified\n\nReturn a PNG file with background set to alpha if possible."
  },
  {
    "taskID": 302,
    "semanticTitleOfTask": "Remove Background Variation 1",
    "taskDescription": "Removes any non-transparent background from the first raw design image, ensuring a fully transparent background for the final design.",
    "inputDescription": "Takes 'variation1_raw_png' as input.",
    "inputRequired": [
      "variation1_raw_png"
    ],
    "outputDescription": "A PNG image of the design on a completely transparent background.",
    "outputName": "variation1_bgremoved_png",
    "promptInstruction": "no instruction"
  },
  {
    "taskID": 303,
    "semanticTitleOfTask": "Resize Variation 1 to POD Specs",
    "taskDescription": "Upscales and resizes the first design image to 4500×5400 pixels at 300 DPI, preserving transparency and ensuring print-ready quality.",
    "inputDescription": "Requires 'variation1_bgremoved_png'.",
    "inputRequired": [
      "variation1_bgremoved_png"
    ],
    "outputDescription": "A final PNG image sized at 4500×5400, 300 DPI, and transparent.",
    "outputName": "variation1_final_png",
    "promptInstruction": "Upscale the input image with the following parameters:\n- Target resolution: 4500×5400 pixels\n- DPI: 300\n- Maintain aspect ratio: true\n- Preserve transparency: true\n- Format: PNG\n- Quality: maximum"
  },
  {
    "taskID": 304,
    "semanticTitleOfTask": "Generate T-Shirt Design Variation 2",
    "taskDescription": "Creates a second brand-new t-shirt design using the same safe keywords and style description, again requesting a transparent background. Must be distinct from the first variation.",
    "inputDescription": "Requires 'safe_keywords_and_image_description' as input.",
    "inputRequired": [
      "safe_keywords_and_image_description"
    ],
    "outputDescription": "A raw PNG file representing the second design variation, ideally with a transparent background.",
    "outputName": "variation2_raw_png",
    "promptInstruction": "Create a second t-shirt design variation with the following characteristics:\n- Style: {style_description}\n- Elements: {safe_keywords}\n- Must have transparent background\n- Clean, professional design suitable for print-on-demand\n- Avoid text unless specifically requested in keywords\n- Ensure high contrast and clear edges\n- Design should be centered and properly scaled for t-shirt printing\n- Negative prompt: no t-shirt mockup, no blur, no low quality, no background, no text unless specified\n\nReturn a PNG file with background set to alpha if possible."
  },
  {
    "taskID": 305,
    "semanticTitleOfTask": "Remove Background Variation 2",
    "taskDescription": "Eliminates any non-transparent background from the second raw design image, ensuring a fully transparent final result.",
    "inputDescription": "Takes 'variation2_raw_png' as input.",
    "inputRequired": [
      "variation2_raw_png"
    ],
    "outputDescription": "A PNG image of the second design on a completely transparent background.",
    "outputName": "variation2_bgremoved_png",
    "promptInstruction": "no instruction"
  },
  {
    "taskID": 306,
    "semanticTitleOfTask": "Resize Variation 2 to POD Specs",
    "taskDescription": "Upscales and resizes the second design image to 4500×5400 pixels at 300 DPI, preserving transparency and ensuring print-ready quality.",
    "inputDescription": "Requires 'variation2_bgremoved_png'.",
    "inputRequired": [
      "variation2_bgremoved_png"
    ],
    "outputDescription": "A final PNG image sized at 4500×5400, 300 DPI, and transparent.",
    "outputName": "variation2_final_png",
    "promptInstruction": "Upscale the input image with the following parameters:\n- Target resolution: 4500×5400 pixels\n- DPI: 300\n- Maintain aspect ratio: true\n- Preserve transparency: true\n- Format: PNG\n- Quality: maximum"
  },
  {
    "taskID": 401,
    "semanticTitleOfTask": "Generate Amazon-Compliant Listing Draft",
    "taskDescription": "This task creates an initial Amazon listing draft using the provided safe keywords and design description. It includes a 60-character title, two bullet points (up to 200 characters each), and a 1000-character description, ensuring compliance with guidelines.",
    "inputDescription": "Requires the 'safe_keywords_and_image_description' data, containing non-trademarked terms and a design summary.",
    "inputRequired": [
      "safe_keywords_and_image_description"
    ],
    "outputDescription": "A draft listing with a non-infringing title (≤60 chars), two bullet points (≤200 chars each), and a description (≤1000 chars).",
    "outputName": "draft_listing_text",
    "promptInstruction": "Use the safe keywords and design style details to create an Amazon listing draft with a 60-character max title, two 200-character bullet points, and a 1000-character description. Avoid trademark violations, the word 't-shirt' in the title, holiday references, or other restricted content."
  },
  {
    "taskID": 402,
    "semanticTitleOfTask": "Verify Trademarks and Finalize Listing Copy",
    "taskDescription": "This task checks the draft listing for trademark or policy violations, ensures compliance with Amazon guidelines, and finalizes the text. It outputs CSV and TXT versions, including a trademark check log.",
    "inputDescription": "Requires the 'draft_listing_text'.",
    "inputRequired": [
      "draft_listing_text"
    ],
    "outputDescription": "The final verified listing text in CSV and TXT formats, with a trademark check report. Maintains character limits and adheres to Amazon's guidelines.",
    "outputName": "final_listing_text",
    "promptInstruction": "Verify the draft listing text for trademark compliance. If any restricted terms exist, remove or replace them. Produce final listing copy in CSV (Title, BulletPoint1, BulletPoint2, Description) and TXT formats. Include a trademark check log with details of any flagged terms. Adhere to Amazon content guidelines and character limits."
  }
]

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