Amazon POD Design Generator - Confirm & Copy Final Agent Code

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[
  {
    "taskID": 223,
    "semanticTitleOfTask": "URL Domain Verification",
    "taskDescription": "This task uses a language model to check whether the provided URL references an Amazon domain or not. It outputs 'yes' if the domain contains 'amazon.com', otherwise 'no'.",
    "inputDescription": "One input: VARIABLE1, the product URL provided by the user. The language model will inspect the URL string for 'amazon.com'.",
    "inputRequired": [
      "VARIABLE1"
    ],
    "outputDescription": "A single string: 'yes' if it is an Amazon domain (includes 'amazon.com') or 'no' if it is any other domain. This output directs subsequent tasks for data extraction.",
    "outputName": "domain_type",
    "promptInstruction": "Analyze this URL: {VARIABLE1}. Return only 'yes' if it is an Amazon domain (includes 'amazon.com') or 'no' if it is any other domain. Provide no additional explanation."
  },
  {
    "taskID": 225,
    "semanticTitleOfTask": "Amazon Product Data Extraction",
    "taskDescription": "This task extracts structured product data (title, bullet points, description, main image) from an Amazon product page using the Real-Time Amazon Data API.",
    "inputDescription": "One input: VARIABLE1 (confirmed to be Amazon). The real-time Amazon Data API will be called with this URL/ASIN to fetch the product details.",
    "inputRequired": [
      "VARIABLE1"
    ],
    "outputDescription": "Raw extracted data from the Amazon product page, typically including product title, bullet points, full description, and the main image URL in an intermediate plain text or key-value format.",
    "outputName": "raw_amazon_data",
    "promptInstruction": "no instruction"
  },
  {
    "taskID": 226,
    "semanticTitleOfTask": "Non-Amazon Marketplace Data Extraction",
    "taskDescription": "This task extracts product data from a non-Amazon domain (e.g., Etsy) by parsing the provided URL. It retrieves the product title, bullet points, description, and the main image URL.",
    "inputDescription": "One input: VARIABLE1 (determined to be non-Amazon). The system parses the HTML of this URL to locate product details and the main image.",
    "inputRequired": [
      "VARIABLE1"
    ],
    "outputDescription": "Raw extracted data from the non-Amazon product page, typically including product title, bullet points, full description, and the main/first image URL. Additional images or videos are ignored.",
    "outputName": "raw_marketplace_data",
    "promptInstruction": "Extract the following elements from the provided webpage: 1. Product title 2. Bullet points 3. Full product description 4. Main image URL (only). Return them in plain text format, with each section clearly labeled. Ignore any additional images or videos."
  },
  {
    "taskID": 227,
    "semanticTitleOfTask": "JSON Data Structure Formation",
    "taskDescription": "This task uses a language model to convert raw extracted product data into a standardized JSON structure with the keys: title, bullet_points, description, and main_image_url. It also enforces character limits on these fields.",
    "inputDescription": "One input: raw_amazon_data or raw_marketplace_data, depending on the result of domain_type. This data includes title, bullet points, description, and main image URL.",
    "inputRequired": [
      "raw_amazon_data",
      "raw_marketplace_data"
    ],
    "outputDescription": "A validated JSON object with four keys: title (≤60 chars), bullet_points (array items ≤200 chars), description (≤1000 chars), and main_image_url (string). Text exceeding limits is truncated.",
    "outputName": "extracted_listing_data",
    "promptInstruction": "Convert the following product data into valid JSON with these keys: title, bullet_points, description, main_image_url. Enforce maximal lengths: title (60), each bullet (200), description (1000). Truncate beyond these limits while preserving readability. Remove references to other images or videos, then output well-formatted JSON."
  },
  {
    "taskID": 176,
    "semanticTitleOfTask": "Analyze T-Shirt Design Visual Elements",
    "taskDescription": "This task uses GPT Vision to analyze the main product image's design elements, including colors, patterns, style, and composition details.",
    "inputDescription": "Requires extracted_listing_data, which contains the main_image_url. The image is analyzed to identify key design attributes.",
    "inputRequired": [
      "extracted_listing_data"
    ],
    "outputDescription": "A textual description of the visible t-shirt design details, focusing on color, style, patterns, and overall composition.",
    "outputName": "image_description",
    "promptInstruction": "You are analyzing a t-shirt design image. Please provide a detailed description focusing on:\n1. Main design elements and their arrangement\n2. Colors present in the design\n3. Art style (cartoon, realistic, vintage, minimalist, etc.)\n4. Any text elements and their style\n5. Overall composition and layout\n6. Patterns or textures\n7. Special artistic techniques used\nFormat your response as a clear, detailed paragraph that could be used to recreate a similar (but not identical) design. Avoid mentioning any specific branded or copyrighted elements."
  },
  {
    "taskID": 223,
    "semanticTitleOfTask": "Trademark Safety Verification and Keyword Extraction",
    "taskDescription": "This task analyzes the listing text to identify and remove any trademarked or restricted terms, returning a curated list of safe keywords.",
    "inputDescription": "Takes the relevant text fields (title, bullet_points, description) from extracted_listing_data. These texts are cross-referenced with a trademark database to identify and remove brand names, holiday references, or other protected terms.",
    "inputRequired": [
      "extracted_listing_data"
    ],
    "outputDescription": "A structured list of keywords that are safe for use, free of trademark conflicts, plus a record of removed or high-risk terms.",
    "outputName": "safe_keywords",
    "promptInstruction": "Analyze the provided title, bullet points, and description. Your task is to:\n1. Extract meaningful keywords and phrases.\n2. Check each keyword for trademark conflicts or potential brand references.\n3. Remove protected terms, brand names, or holiday references.\n4. Return remaining safe keywords, categorized by (design elements, style descriptors, product features, general terms) in a structured list.\n5. Include a separate list of terms removed due to trademark or other conflicts."
  },
  {
    "taskID": 223,
    "semanticTitleOfTask": "Consolidate Analysis Results",
    "taskDescription": "This task merges the previously generated image description and safe keywords into a single JSON object.",
    "inputDescription": "Receives image_description from Task #176 and safe_keywords from the previous task. Combines them into one structure.",
    "inputRequired": [
      "image_description",
      "safe_keywords"
    ],
    "outputDescription": "A JSON object that includes both the image description and safe keywords in a single structured format.",
    "outputName": "safe_keywords_and_image_description",
    "promptInstruction": "Create a single JSON object that combines:\n{\n  \"ImageDescription\": \"(description from the visual analysis)\",\n  \"SafeKeywords\": {\n    \"designElements\": [...],\n    \"styleDescriptors\": [...],\n    \"productFeatures\": [...],\n    \"generalTerms\": [...]\n  },\n  \"RemovedTerms\": {\n    \"trademarkConflicts\": [...],\n    \"brandNames\": [...],\n    \"holidays\": [...]\n  }\n}\nEnsure proper JSON formatting, accurately merging both data sets into this final structure."
  },
  {
    "taskID": 223,
    "semanticTitleOfTask": "Generate Two Unique Creative Prompts",
    "taskDescription": "Creates two distinct creative prompts for generating T-shirt designs, using safe keywords and style description from the analysis step.",
    "inputDescription": "Requires safe_keywords_and_image_description, which contains safe keywords and an image style summary.",
    "inputRequired": [
      "safe_keywords_and_image_description"
    ],
    "outputDescription": "Two short text prompts, labeled Variation A and Variation B, each specifying a transparent background and incorporating the safe keywords/style details.",
    "outputName": "distinct_prompts",
    "promptInstruction": "Using the provided safe keywords and style description, create two distinct creative prompts for T-shirt designs. Each prompt must specify a transparent background, incorporate the safe keywords, reflect the stated style elements, and remain under three sentences. Label them as Variation A and Variation B."
  },
  {
    "taskID": 222,
    "semanticTitleOfTask": "Generate T-Shirt Design Variation #1",
    "taskDescription": "Uses the first creative prompt (Variation A) to create a new T-shirt design image with a transparent background.",
    "inputDescription": "Takes the Variation A prompt from distinct_prompts. Uses that prompt to generate design #1.",
    "inputRequired": [
      "distinct_prompts"
    ],
    "outputDescription": "A PNG image file of the new design with a transparent background, in raw form before resizing.",
    "outputName": "variation1_raw_png",
    "promptInstruction": "Create a professional T-shirt design with a transparent background, following Variation A. The design must be optimized for print-on-demand, accurately reflect the prompt's style instructions, and avoid any trademarked elements."
  },
  {
    "taskID": 191,
    "semanticTitleOfTask": "Resize Variation #1 to Required Specs",
    "taskDescription": "Resizes the raw Variation #1 image to 4500×5400 pixels at 300 DPI while preserving transparency.",
    "inputDescription": "Takes variation1_raw_png as input. Accepts dimensions, resolution, and transparency instructions.",
    "inputRequired": [
      "variation1_raw_png"
    ],
    "outputDescription": "A final PNG for Variation #1, sized at 4500×5400 pixels (300 DPI) with a transparent background.",
    "outputName": "variation1_final_png",
    "promptInstruction": "no instruction"
  },
  {
    "taskID": 222,
    "semanticTitleOfTask": "Generate T-Shirt Design Variation #2",
    "taskDescription": "Uses the second creative prompt (Variation B) to create a new T-shirt design image with a transparent background.",
    "inputDescription": "Takes the Variation B prompt from distinct_prompts. Uses that prompt to generate design #2.",
    "inputRequired": [
      "distinct_prompts"
    ],
    "outputDescription": "A PNG image file of the second design with a transparent background, in raw form before resizing.",
    "outputName": "variation2_raw_png",
    "promptInstruction": "Create a professional T-shirt design with a transparent background, following Variation B. The design must be optimized for print-on-demand, accurately reflect the prompt's style instructions, and avoid any trademarked elements."
  },
  {
    "taskID": 191,
    "semanticTitleOfTask": "Resize Variation #2 to Required Specs",
    "taskDescription": "Resizes the raw Variation #2 image to 4500×5400 pixels at 300 DPI while preserving transparency.",
    "inputDescription": "Takes variation2_raw_png as input. Accepts dimensions, resolution, and transparency instructions.",
    "inputRequired": [
      "variation2_raw_png"
    ],
    "outputDescription": "A final PNG for Variation #2, sized at 4500×5400 pixels (300 DPI) with a transparent background.",
    "outputName": "variation2_final_png",
    "promptInstruction": "no instruction"
  },
  {
    "taskID": 900,
    "semanticTitleOfTask": "Final Subagent Output Aggregation",
    "taskDescription": "Collects the two final PNG images and outputs them as the subagent's final deliverables (Variation 1 and Variation 2).",
    "inputDescription": "Requires variation1_final_png and variation2_final_png from the previous tasks.",
    "inputRequired": [
      "variation1_final_png",
      "variation2_final_png"
    ],
    "outputDescription": "Two final PNG images, each 4500×5400 at 300 DPI with a transparent background, ready for download or further use.",
    "outputName": "final_designs_package",
    "promptInstruction": "no instruction"
  },
  {
    "taskID": 190,
    "semanticTitleOfTask": "Amazon-Compliant Listing Text Generation",
    "taskDescription": "This task utilizes safe keywords and design elements to create a preliminary product listing (title, bullet points, description) while adhering to Amazon policy.",
    "inputDescription": "The task needs safe_keywords_and_image_description, which includes non-trademarked keyword sets and design description details.",
    "inputRequired": [
      "safe_keywords_and_image_description"
    ],
    "outputDescription": "Outputs an Amazon listing draft in text form, including a short title, two bullet points, and a detailed description. The content remains subject to final trademark checks.",
    "outputName": "draft_listing_text",
    "promptInstruction": "You are an expert Amazon t-shirt listing copywriter. Using the provided safe keywords and design description, create an engaging product listing that follows these specifications: Title (max 60 characters), two bullet points (max 200 chars each), and a description (max 1000 chars). Exclude references to T-shirts, holidays, or trademarked phrases. Keep language natural and policy-compliant."
  },
  {
    "taskID": 223,
    "semanticTitleOfTask": "Trademark Verification and Final Text Optimization",
    "taskDescription": "This task verifies that no trademarked terms remain in the draft listing text, removes flagged phrases, and formats the final listing for submission, maintaining Amazon compliance.",
    "inputDescription": "Requires draft_listing_text, containing the preliminary title, bullet points, and description. The goal is to finalize a fully optimized listing text in .txt and .csv formats.",
    "inputRequired": [
      "draft_listing_text"
    ],
    "outputDescription": "Delivers a fully verified and optimized listing text in both .txt and .csv formats, ensuring all sections comply with trademark checks, Amazon guidelines, and character limits.",
    "outputName": "final_listing_text",
    "promptInstruction": "Review and refine the draft listing text, ensuring no trademark violations, no references to holidays, and compliance with length restrictions (Title ≤60 chars, Bullets ≤200 chars, Description ≤1000 chars). Format the final text for both .txt and .csv usage. Confirm readiness for publication."
  }
]

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