POD Design from Etsy Listing - Confirm & Copy Final Agent Code

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[
  {
    "taskID": 226,
    "semanticTitleOfTask": "Extract Structured Product Data from URL",
    "taskDescription": "This task fetches the designated Amazon or Etsy product page via a provided URL and extracts essential product data (title, bullet points, description, and main image URL), preserving any original text formatting without adding analysis or alterations.",
    "inputDescription": "Requires a single product listing URL (Amazon/Etsy). The agent parses the webpage and identifies relevant product details including title, bullet points, the main product description text, and the primary product image URL.",
    "inputRequired": ["VARIABLE1"],
    "outputDescription": "Outputs raw structured text containing labeled product data fields, capturing them exactly as displayed on the original listing. If a field is missing, it is labeled as 'NOT_FOUND'.",
    "outputName": "raw_structured_data",
    "promptInstruction": "You are a specialized e-commerce data extraction agent. Please analyze the provided URL and extract the following elements: 1. Product title (exactly as shown) 2. All bullet points (maintain original formatting) 3. Full product description 4. Main product image URL. For Amazon listings: focus on primary product info. For Etsy listings: focus on item details. Return elements clearly labeled. Keep original text formatting and characters. Do not analyze or modify content. If not found, mark 'NOT_FOUND'."
  },
  {
    "taskID": 223,
    "semanticTitleOfTask": "Format Extracted Data into Standardized JSON Structure",
    "taskDescription": "This task receives raw extracted product data from the previous step and re-formats it into a standardized JSON structure with the keys 'title', 'bullets', 'description', and 'image_url' required for downstream processes.",
    "inputDescription": "Takes the output from #226, which includes labeled text for product title, bullet points, description, and main image URL, and converts this data into a coherent JSON object with standardized fields.",
    "inputRequired": ["raw_structured_data"],
    "outputDescription": "A JSON object with exact keys: 'title' (string), 'bullets' (array of strings), 'description' (string), and 'image_url' (string). Each bullet point is preserved as a separate array element, and any missing fields are set to null.",
    "outputName": "formatted_json_output",
    "promptInstruction": "You are a data formatting specialist. Convert the extracted product data into a valid JSON structure with keys: 'title', 'bullets', 'description', and 'image_url'. Maintain text as-is, removing only HTML tags or special formatting. Each bullet must be an array element. Use null for missing fields and do not add extra keys."
  },
  {
    "taskID": 223,
    "semanticTitleOfTask": "Extract Trademark-Sensitive Keywords from Listing Text",
    "taskDescription": "Analyzes the listing’s title, bullets, and description to identify potential trademark references or brand references, returning a list of terms that require further trademark checks.",
    "inputDescription": "Takes the product listing's textual data—title, bullet points, and description—to parse out any brand names, distinctive phrases, or unique identifiers that might be trademarked.",
    "inputRequired": ["formatted_json_output.title", "formatted_json_output.bullets", "formatted_json_output.description"],
    "outputDescription": "A clean list of potentially trademark-sensitive keywords or phrases from the listing text, which can be used to check for trademark status.",
    "outputName": "keyword_list",
    "promptInstruction": "Analyze the following product listing text and identify any words or phrases that could potentially be trademarked or represent brand references. Focus on brand names, company references, unique product names, distinctive phrases, slogans, character names, media references, sports team references, and technology terms or features. Format your response as a simple comma-separated list of terms. Exclude common descriptive or generic phrases."
  },
  {
    "taskID": 224,
    "semanticTitleOfTask": "Oracle Trademark Status Verification",
    "taskDescription": "For each extracted keyword, queries the Oracle search with '[keyword] trademark' to check if it is potentially registered or protected, and summarizes any associated findings.",
    "inputDescription": "Receives the list of extracted, potentially trademark-sensitive keywords from the previous task and checks each term’s trademark status via an Oracle-based search.",
    "inputRequired": ["keyword_list"],
    "outputDescription": "A text-based summary indicating which keywords are likely trademarked, possibly trademarked, or appear free of trademark issues.",
    "outputName": "trademark_text_analysis",
    "promptInstruction": "no instruction"
  },
  {
    "taskID": 176,
    "semanticTitleOfTask": "Visual Trademark Analysis via GPT Vision",
    "taskDescription": "Examines the product image for any potentially trademarked or copyrighted logos, text, or brand references that may present intellectual property concerns.",
    "inputDescription": "Receives the main product image URL from the extracted data to visually scan for brand names, trademarks, or distinctive protected elements.",
    "inputRequired": ["formatted_json_output.image_url"],
    "outputDescription": "A text summary detailing any visible brand references, logos, or trademarked visuals within the image. If no concerns are found, it explicitly states that the image appears free of trademark/copyright issues.",
    "outputName": "image_trademark_analysis",
    "promptInstruction": "Analyze this product image for potential trademark or copyright concerns. Specifically identify any visible logos or brand marks, text that appears trademarked or branded, character designs that might be copyrighted, distinctive patterns or designs that could be protected, sports team logos or licensed content, and any other elements that might represent intellectual property. Provide your findings in a clear, bulleted list. If no concerning elements are found, explicitly state that the image appears free of trademark/copyright concerns."
  },
  {
    "taskID": 223,
    "semanticTitleOfTask": "Compile Final Trademark Risk Assessment Report",
    "taskDescription": "Combines both text-based and image-based trademark analyses into a concise risk assessment, outlining flagged terms, possible concerns, and providing a final recommendation of SAFE or CAUTION.",
    "inputDescription": "Requires the text trademark analysis from Task #224 and the image trademark analysis from Task #176 to form a unified trademark risk assessment.",
    "inputRequired": ["trademark_text_analysis", "image_trademark_analysis"],
    "outputDescription": "A short text report listing each flagged term, identifying potential trademark issues, and indicating whether the image poses any trademark concerns. Concludes with a final SAFE or CAUTION recommendation.",
    "outputName": "trademark_analysis",
    "promptInstruction": "Create a concise trademark risk assessment report by combining text and image analyses. Format your response as follows: 1. TEXT CONCERNS: list each flagged term and its risk level 2. IMAGE CONCERNS: summarize any trademarked visuals 3. RECOMMENDATION: clearly state SAFE or CAUTION, and if CAUTION, specify any elements requiring modification. Maintain a professional, factual tone and avoid definitive legal statements."
  },
  {
    "taskID": 223,
    "semanticTitleOfTask": "Generate a Safe T-Shirt Design Prompt",
    "taskDescription": "This task uses skill #223 to produce a design prompt that meets the style requirements and avoids trademark issues. The result is a short text prompt specifying the final T-shirt design instructions.",
    "inputDescription": "It requires the trademark-safe keywords (from trademark analysis) and any user style or color preferences. We also need the original extracted data to incorporate permissible text or slogans into the new design prompt.",
    "inputRequired": ["formatted_json_output", "trademark_analysis", "VARIABLE2"],
    "outputDescription": "A textual prompt detailing how the final T-shirt design should look, including references to valid keywords, color/style guidelines, size requirements, and any permissible text or slogan.",
    "outputName": "safe_design_prompt",
    "promptInstruction": "You are a T-shirt design prompt engineer. Generate a detailed image generation prompt for a T-shirt design that uses only the trademark-safe keywords and style preferences. Mention dimensions (4500×5400, 300 DPI), text/slogan placement, color or style instructions. The output must be a complete, print-ready design prompt that avoids flagged terms."
  },
  {
    "taskID": 222,
    "semanticTitleOfTask": "Generate 12 T-Shirt Design Variations",
    "taskDescription": "This task uses skill #222 to create 12 unique T-shirt design variations from the safe design prompt. Each design must be 4500×5400 pixels, 300 DPI, PNG format with a transparent background, and must follow the specified theme.",
    "inputDescription": "It requires the final design prompt text from the previous step, which already includes trademark-safe elements and any relevant style or color information. This prompt will be used to generate twelve on-theme variations.",
    "inputRequired": ["safe_design_prompt"],
    "outputDescription": "An array of 12 high-resolution PNG image URLs, each representing a unique T-shirt design variation that follows the prompt and meets the required print-on-demand specifications.",
    "outputName": "generated_images",
    "promptInstruction": "Using the ideogram.com API (key: penEs2TUqS98IfthOgjX4QLs4IjPRzBLgPp4MOPLsXE7isV6ivlT2OMX7RVYhUjvGPI1ALf0tQko-3uVKnw1AA), generate 12 T-shirt design variations from the provided design prompt. Each must be a PNG at 4500×5400 pixels, 300 DPI, with a transparent background. Maintain consistent quality and theme while ensuring each variation is unique."
  },
  {
    "taskID": 191,
    "semanticTitleOfTask": "Resize Generated Images",
    "taskDescription": "This task uses skill #191 to resize the 12 generated images to exactly 4500×5400 pixels at 300 DPI if needed, ensuring final compliance with print-on-demand dimensions. It does not require a language model.",
    "inputDescription": "An array of 12 PNG URLs from the previous task. Each image needs to be checked or strictly resized to the required dimensions so that they are uniform and meet Amazon's print-on-demand specifications.",
    "inputRequired": ["generated_images"],
    "outputDescription": "An array of 12 PNG image URLs, resized or verified at precisely 4500×5400 pixels and ready for printing. These will be the final T-shirt design images ready for listing.",
    "outputName": "resized_images",
    "promptInstruction": "no instruction"
  },
  {
    "taskID": 190,
    "semanticTitleOfTask": "Generate Amazon-Compliant Listing Text",
    "taskDescription": "This task rewrites the original product listing while removing flagged trademark terms and adhering to Amazon’s maximum character limits for the title, bullet points, and description.",
    "inputDescription": "Requires the extracted original title, bullets, description, and trademark analysis (including flagged/safe terms). These inputs are used to create a unique, compliant, and engaging listing.",
    "inputRequired": ["formatted_json_output", "trademark_analysis"],
    "outputDescription": "A revised listing that maintains the original theme but excludes trademarked content. The new text includes a title (≤80 chars), five bullet points (each ≤200 chars), and a description (≤1000 chars).",
    "outputName": "draft_listing_text",
    "promptInstruction": "You are an expert Amazon listing copywriter. Using the original listing text and the trademark analysis (safe/flagged terms), craft a new listing that preserves the product’s overall theme but eliminates or replaces any trademark concerns. Comply with these character limits: Title (max 80), each Bullet (max 200), Description (max 1000). Deliver your response in the format: TITLE:, BULLETS:, DESCRIPTION:. Ensure your wording resonates with the intended audience and abides by Amazon’s content guidelines for print-on-demand products."
  },
  {
    "taskID": 223,
    "semanticTitleOfTask": "Validate Listing Compliance and Generate Confidence Score",
    "taskDescription": "This task reviews the draft listing text against Amazon’s print-on-demand rules. It identifies potential guideline violations, highlights trademark concerns, provides a detailed compliance note, and assigns a confidence score.",
    "inputDescription": "Requires the revised listing text you produced (title, bullets, description) along with the relevant Amazon POD guidelines or a summary of them.",
    "inputRequired": ["draft_listing_text", "VARIABLE3"],
    "outputDescription": "A compliance assessment indicating any potential issues with the listing, plus a confidence score (1-10) reflecting the likelihood of passing Amazon’s review process.",
    "outputName": "compliance_assessment",
    "promptInstruction": "You are an Amazon compliance expert. Examine the provided listing text, checking for adherence to Amazon’s print-on-demand policies, including content restrictions and trademark guidelines. If any issues are found, list them. Then, provide a thorough compliance note and assign a confidence score from 1-10, reflecting the likelihood that this listing will pass Amazon’s review. Format your response as: COMPLIANCE NOTE:, CONFIDENCE SCORE:, REASONING:."
  }
]

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