Video to How To Article - Confirm & Copy Final Agent Code

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[
  {
    "taskID": 196,
    "semanticTitleOfTask": "Extract MP3 Audio Track from Tutorial Video",
    "taskDescription": "Takes an input MP4 video file and extracts the audio track, converting it to MP3 format while maintaining audio quality and timing synchronization",
    "inputDescription": "VARIABLE1 should contain the URL or file path to the MP4 video file containing the tutorial content",
    "inputRequired": ["VARIABLE1"],
    "outputDescription": "A clean MP3 audio file containing only the audio track from the tutorial video, maintaining original quality and timing",
    "outputName": "mp3_audio_file",
    "promptInstruction": ""
  },
  {
    "taskID": 198,
    "semanticTitleOfTask": "Generate Timestamped Transcription from Tutorial Audio",
    "taskDescription": "Processes the extracted MP3 audio file to create a detailed transcription with precise timestamps in [MM:SS.ms] format for each spoken segment",
    "inputDescription": "The MP3 audio file extracted from the tutorial video in the previous task",
    "inputRequired": ["mp3_audio_file"],
    "outputDescription": "A text file containing the complete transcription of the tutorial, with each spoken segment preceded by an exact timestamp in [MM:SS.ms] format",
    "outputName": "timestamped_transcription",
    "promptInstruction": ""
  },
  {
    "taskID": 223,
    "semanticTitleOfTask": "Initial Transcription Analysis for Step Identification",
    "taskDescription": "Analyzes the raw video transcription to identify all possible instructional steps, creating a comprehensive list of potential steps with their associated timestamps",
    "inputDescription": "A text file containing the complete video transcription with timestamps in the format 'timestamp: spoken text'",
    "inputRequired": ["timestamped_transcription"],
    "outputDescription": "A comprehensive list of all potential instructional steps found in the transcription, with their timestamps",
    "outputName": "potential_steps_list",
    "promptInstruction": "You are analyzing a how-to video transcription to identify all possible instructional steps. Review the provided transcription and identify every action, instruction, or step mentioned. For each step identified: 1. Note the exact timestamp it appears in the transcription 2. Write a brief description of the action 3. Include any crucial details mentioned 4. Maintain chronological order. List all potential steps, even if they seem minor. Include setup steps and concluding steps. Format each step as 'TIMESTAMP - ACTION DESCRIPTION'. Focus on actionable instructions rather than general commentary."
  },
  {
    "taskID": 223,
    "semanticTitleOfTask": "Consolidation and Selection of Six Core Steps",
    "taskDescription": "Takes the full list of potential steps and intelligently consolidates them into exactly six core steps, ensuring complete coverage of the tutorial process while maintaining logical flow",
    "inputDescription": "The comprehensive list of potential steps from the previous task, including their timestamps",
    "inputRequired": ["potential_steps_list"],
    "outputDescription": "A list of exactly six main steps that comprehensively cover the tutorial process, with appropriate timestamps",
    "outputName": "draft_six_steps",
    "promptInstruction": "You are consolidating a list of potential tutorial steps into exactly six core steps. Your task is to: 1. Review all identified steps from the input 2. Combine related or minor steps into larger logical groups 3. Select exactly six main steps that best represent the complete tutorial process 4. Ensure the steps follow a logical progression 5. Maintain the most relevant timestamp for each consolidated step. If the original contains fewer than six steps, break larger steps into sub-steps. If it contains more than six, combine related steps intelligently. Format each step as 'STEP X (TIMESTAMP): DESCRIPTION'"
  },
  {
    "taskID": 223,
    "semanticTitleOfTask": "JSON Structure Formation and Timestamp Refinement",
    "taskDescription": "Converts the selected six steps into a properly formatted JSON structure, including precise timestamps, step titles, and detailed descriptions",
    "inputDescription": "The draft of six consolidated steps with their timestamps",
    "inputRequired": ["draft_six_steps"],
    "outputDescription": "A properly formatted JSON file containing exactly six steps, each with a step number, title (max 60 chars), description (max 200 chars), and timestamp in MM:SS format",
    "outputName": "six_steps_selected",
    "promptInstruction": "Convert the six tutorial steps into a structured JSON format. For each step: 1. Create a step_number (1-6) 2. Write a clear, concise title (maximum 60 characters) 3. Write a detailed description (maximum 200 characters) 4. Include the timestamp in MM:SS format. Format the output as valid JSON with this structure: { 'steps': [{ 'step_number': 1, 'title': 'SHORT_TITLE', 'description': 'DETAILED_DESCRIPTION', 'timestamp': 'MM:SS' }] }. Ensure the JSON is properly formatted and includes exactly six steps."
  },
  {
    "taskID": 194,
    "semanticTitleOfTask": "Extract One-Second Video Segment at Timestamp",
    "taskDescription": "Takes a full MP4 video and extracts a precise one-second clip at the specified timestamp, maintaining original video quality",
    "inputDescription": "Requires VARIABLE1 (the source MP4 video) and step_timestamp in HH:MM:SS format, with a duration of 1 second",
    "inputRequired": ["VARIABLE1", "step_timestamp"],
    "outputDescription": "A one-second MP4 video clip extracted from the source video at the exact timestamp specified",
    "outputName": "one_second_clip",
    "promptInstruction": ""
  },
  {
    "taskID": 202,
    "semanticTitleOfTask": "Extract Clear Frame from Video Segment",
    "taskDescription": "Analyzes the one-second video segment and extracts the most stable, clear frame that best represents the tutorial action",
    "inputDescription": "Takes the one-second video clip from the previous task, requires an extraction prompt to guide frame selection",
    "inputRequired": ["one_second_clip"],
    "outputDescription": "A high-quality PNG image representing the clearest frame from the video segment",
    "outputName": "raw_screenshot",
    "promptInstruction": "Please analyze this one-second video segment and identify the most stable, clear frame that shows the tutorial action. Prioritize frames where: 1. The mouse cursor or active UI element is clearly visible 2. There is no motion blur or transition effects 3. Any text or interface elements are fully rendered and readable 4. The frame captures the complete action described in the tutorial step"
  },
  {
    "taskID": 191,
    "semanticTitleOfTask": "Standardize Screenshot Dimensions",
    "taskDescription": "Resizes the extracted screenshot to standardized dimensions while maintaining aspect ratio and image quality",
    "inputDescription": "Takes the raw screenshot from the previous task, requires a target width of 1280 and height of 720",
    "inputRequired": ["raw_screenshot"],
    "outputDescription": "A resized PNG image with dimensions 1280x720, maintaining optimal quality for tutorial presentation",
    "outputName": "final_screenshot",
    "promptInstruction": ""
  },
  {
    "taskID": 223,
    "semanticTitleOfTask": "Generate Raw Article Content from Transcription and Steps",
    "taskDescription": "Analyze transcription and structured step data to create a cohesive article with introduction and six steps, maintaining technical accuracy and consistent tone throughout",
    "inputDescription": "Two inputs: the full video transcription with timestamps (timestamped_transcription) and the JSON file containing six selected steps with timestamps (six_steps_selected)",
    "inputRequired": ["timestamped_transcription", "six_steps_selected"],
    "outputDescription": "A structured plain text article with introduction and six detailed steps, without any markdown formatting or image references",
    "outputName": "raw_article_content",
    "promptInstruction": "You are tasked with creating a how-to article based on a video transcription and pre-selected steps. Create an article that includes: 1. A brief introduction (100-200 words) explaining the purpose and value of this tutorial 2. Exactly six steps, using the steps and timestamps provided in the steps data 3. For each step: - Use 2-3 sentences to explain the action - Maintain technical accuracy from the transcription - Focus on clarity and actionable instructions 4. Maintain a consistent technical but accessible tone throughout 5. Ensure each step flows logically from the previous one"
  },
  {
    "taskID": 190,
    "semanticTitleOfTask": "Format Article Content into Markdown with Image Embedding",
    "taskDescription": "Transform raw article content into properly formatted Markdown, including correct header hierarchy, image embedding syntax, and consistent spacing",
    "inputDescription": "Two inputs: the raw article content from the previous task (raw_article_content) and an array of six image file paths for embedding (image_paths_array)",
    "inputRequired": ["raw_article_content", "image_paths_array"],
    "outputDescription": "A complete markdown file with proper formatting, embedded images, consistent spacing, and correct syntax throughout",
    "outputName": "how_to_article_md",
    "promptInstruction": "Transform the provided article content into a properly formatted markdown document. Follow these specific formatting rules: 1. Add a level-1 header (#) for the main title 2. Format each step as a level-2 header (##) 3. After each step's header, insert an image reference using the syntax: ![Step X](path) 4. Maintain consistent spacing: - One blank line after the title - One blank line between the introduction and first step - One blank line before and after each image - One blank line between each step 5. Preserve all original content but ensure proper markdown syntax throughout"
  }
]

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