How To Article from Video Guide - Confirm & Copy Final Agent Code

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[
  {
    "taskID": 196,
    "semanticTitleOfTask": "Extract MP3 Audio From MP4 Video File",
    "taskDescription": "Processes an MP4 video file to extract the audio track and save it as a standalone MP3 file while maintaining audio quality and synchronization markers",
    "inputDescription": "A valid MP4 video file containing tutorial content",
    "inputRequired": ["VARIABLE1"],
    "outputDescription": "A URL pointing to the extracted MP3 audio file, maintaining the original audio quality and timing markers",
    "outputName": "mp3_file",
    "promptInstruction": ""
  },
  {
    "taskID": 198,
    "semanticTitleOfTask": "Generate Timestamped Transcription From MP3",
    "taskDescription": "Processes audio content to generate a raw text transcription with precise timestamps, breaking speech into manageable segments of 3-8 seconds each",
    "inputDescription": "The MP3 URL generated from the previous audio extraction task",
    "inputRequired": ["mp3_file"],
    "outputDescription": "Raw text transcription with timestamps marking the start of each spoken segment, formatted as plain text with timestamp markers",
    "outputName": "raw_transcription",
    "promptInstruction": ""
  },
  {
    "taskID": 223,
    "semanticTitleOfTask": "Initial Analysis of Tutorial Video Transcription",
    "taskDescription": "Processes the complete video transcription to identify all potential tutorial steps and their associated timestamps, creating a comprehensive list of instructional segments",
    "inputDescription": "The raw transcription file with timestamps, video duration, and tutorial title",
    "inputRequired": ["raw_transcription", "VARIABLE2"],
    "outputDescription": "A comprehensive list of all potential tutorial steps, including timestamps, relevant transcript text, and brief descriptions",
    "outputName": "potential_steps",
    "promptInstruction": "You are analyzing a tutorial video transcription to identify all potential instructional steps. Review the provided transcription and identify every distinct action, instruction, or task mentioned. For each potential step: 1. Note the exact timestamp where it begins 2. Extract the relevant transcript text 3. Create a brief description of what is being done. Pay special attention to transition phrases like 'next,' 'then,' 'after that,' or explicit step numbering."
  },
  {
    "taskID": 190,
    "semanticTitleOfTask": "Selection and Structuring of Six Key Tutorial Steps",
    "taskDescription": "Analyzes the full list of potential steps and intelligently selects the six most crucial steps that best represent the complete tutorial flow",
    "inputDescription": "The comprehensive list of all potential tutorial steps identified in the previous task",
    "inputRequired": ["potential_steps"],
    "outputDescription": "A refined list of exactly six key tutorial steps, each with a clear title, timestamp, relevant transcript text, and description",
    "outputName": "six_steps_json",
    "promptInstruction": "From the provided list of potential tutorial steps, select and structure exactly 6 key steps that best represent the complete tutorial process. Your selection should cover the entire tutorial from start to finish and ensure each selected step represents a significant milestone."
  },
  {
    "taskID": 194,
    "semanticTitleOfTask": "Extract Video Segments",
    "taskDescription": "Extracts six 2-second video clips from the source MP4, centered around each specified timestamp",
    "inputDescription": "Source MP4 URL and JSON file containing 6 timestamps",
    "inputRequired": ["VARIABLE1", "six_steps_json"],
    "outputDescription": "Six 2-second MP4 video segments, each centered on a specific tutorial step timestamp",
    "outputName": "video_segments",
    "promptInstruction": ""
  },
  {
    "taskID": 202,
    "semanticTitleOfTask": "Generate Tutorial Step Thumbnails",
    "taskDescription": "Creates high-quality PNG thumbnails from each 2-second video segment at the specified frame timestamps",
    "inputDescription": "Array of 2-second video segments and their corresponding timestamps",
    "inputRequired": ["video_segments"],
    "outputDescription": "Six raw PNG files extracted from the center frames of each video segment",
    "outputName": "raw_images",
    "promptInstruction": ""
  },
  {
    "taskID": 176,
    "semanticTitleOfTask": "Analyze Tutorial Image Quality",
    "taskDescription": "Uses GPT Vision to analyze if each extracted frame clearly demonstrates its tutorial step and meets quality requirements",
    "inputDescription": "Array of raw PNG files and corresponding step descriptions",
    "inputRequired": ["raw_images", "six_steps_json"],
    "outputDescription": "Quality analysis report for each image, including clarity, relevance, and framing scores",
    "outputName": "quality_report",
    "promptInstruction": "Analyze this image frame from a tutorial video and assess: 1. Visual Clarity 2. Content Relevance 3. Framing 4. Distractions. Rate each aspect on a scale of 1-5 and provide specific recommendations for any scores below 4."
  },
  {
    "taskID": 191,
    "semanticTitleOfTask": "Standardize Tutorial Images",
    "taskDescription": "Processes each PNG image to a standardized 1400x1400 pixel format while maintaining aspect ratio and visual quality",
    "inputDescription": "Array of raw PNG files that passed quality analysis",
    "inputRequired": ["raw_images", "quality_report"],
    "outputDescription": "Six processed PNG files, each standardized to 1400x1400 pixels",
    "outputName": "final_images",
    "promptInstruction": ""
  },
  {
    "taskID": 185,
    "semanticTitleOfTask": "Generate Base Article Structure",
    "taskDescription": "Creates the basic markdown article structure including placeholders for introduction, 6 numbered steps, and conclusion",
    "inputDescription": "JSON file containing 6 tutorial steps and text file containing video transcription",
    "inputRequired": ["six_steps_json", "raw_transcription"],
    "outputDescription": "A markdown file with properly structured sections and placeholders",
    "outputName": "base_article",
    "promptInstruction": "Create a markdown article structure for a how-to tutorial including: 1. Main title 2. Introduction section placeholder 3. Six numbered step sections 4. Conclusion section placeholder"
  },
  {
    "taskID": 190,
    "semanticTitleOfTask": "Format Complete Tutorial Content",
    "taskDescription": "Processes the complete tutorial content with proper markdown formatting and clear, actionable instructions",
    "inputDescription": "Base article structure, tutorial steps, and final images",
    "inputRequired": ["base_article", "six_steps_json", "final_images"],
    "outputDescription": "Complete markdown tutorial with formatted content and embedded images",
    "outputName": "final_tutorial",
    "promptInstruction": "Format the complete tutorial content with: 1. Clear, actionable instructions 2. Proper markdown syntax 3. Embedded images 4. Consistent formatting and style throughout"
  },
  {
    "taskID": 223,
    "semanticTitleOfTask": "Perform Final Tutorial Validation",
    "taskDescription": "Validates the complete markdown document for proper syntax, formatting, and structure",
    "inputDescription": "The final tutorial markdown document",
    "inputRequired": ["final_tutorial"],
    "outputDescription": "Validated and corrected markdown document with proper formatting throughout",
    "outputName": "validated_tutorial",
    "promptInstruction": "Review the markdown document and verify: 1. Heading hierarchy 2. Section spacing 3. Image embedding 4. Markdown syntax 5. List formatting"
  }
]

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