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 saves it as a standalone MP3 file while maintaining audio quality and synchronization",
    "inputDescription": "VARIABLE1 should be the URL or file path to an MP4 video file that contains the tutorial content",
    "inputRequired": ["VARIABLE1"],
    "outputDescription": "URL or file path to the extracted MP3 audio file, maintaining the original audio quality and timing",
    "outputName": "mp3_url",
    "promptInstruction": ""
  },
  {
    "taskID": 198,
    "semanticTitleOfTask": "Generate Timestamped Transcription From MP3",
    "taskDescription": "Processes the audio content to generate a time-synchronized transcription of all spoken content, marking precise timestamps for each speech segment",
    "inputDescription": "The mp3_url from the previous audio extraction task",
    "inputRequired": ["mp3_url"],
    "outputDescription": "Raw text transcription with timestamps marking each segment of speech, typically formatted as '[00:00] Spoken text content'",
    "outputName": "raw_transcription",
    "promptInstruction": ""
  },
  {
    "taskID": 223,
    "semanticTitleOfTask": "Analyze Video Transcription for All Potential Tutorial Steps",
    "taskDescription": "Processes the raw video transcription to identify all potential tutorial steps, analyzing content for logical break points and instructional segments",
    "inputDescription": "raw_transcription, plus VARIABLE2 for total video duration, plus VARIABLE3 for the tutorial topic/title",
    "inputRequired": ["raw_transcription", "VARIABLE2", "VARIABLE3"],
    "outputDescription": "A comprehensive list of all potential tutorial steps, including timestamps, relevant transcript text, and brief descriptions for each identified step",
    "outputName": "potential_steps_list",
    "promptInstruction": "You are analyzing a tutorial video transcription to identify all potential instructional steps. Review the provided transcription and identify every instance where the narrator describes a distinct action or procedure. For each potential step you identify: 1. Note the exact timestamp where the step begins 2. Extract the relevant portion of transcription text 3. Create a brief title for the step 4. Write a short description of what's being accomplished"
  },
  {
    "taskID": 223,
    "semanticTitleOfTask": "Consolidate and Select Six Key Tutorial Steps",
    "taskDescription": "Reviews all identified potential steps and strategically selects exactly six key steps that best represent the tutorial's flow",
    "inputDescription": "Requires potential_steps_list and VARIABLE3 (the tutorial topic/title) for context",
    "inputRequired": ["potential_steps_list", "VARIABLE3"],
    "outputDescription": "A refined list of exactly six key tutorial steps, each with a title, timestamp, relevant transcript text, and description",
    "outputName": "refined_steps_data",
    "promptInstruction": "You are consolidating a longer list of tutorial steps into exactly six key steps. Your goal is to create a logical, comprehensive tutorial flow. For each of the six steps you select: 1. Choose steps that represent major milestones in the process 2. Combine smaller related steps if necessary 3. Ensure each step is distinct and meaningful 4. Maintain chronological order 5. Cover the entire tutorial process from start to finish"
  },
  {
    "taskID": 190,
    "semanticTitleOfTask": "Format and Validate Step Timestamps",
    "taskDescription": "Processes the timestamps associated with each selected step, ensuring consistent formatting and accurate time representation",
    "inputDescription": "Requires refined_steps_data with timestamps, and VARIABLE2 for total video duration for validation",
    "inputRequired": ["refined_steps_data", "VARIABLE2"],
    "outputDescription": "The six tutorial steps with properly formatted timestamps in MM:SS format, validated against video duration",
    "outputName": "formatted_steps_data",
    "promptInstruction": "Process the following set of video timestamps to ensure consistent formatting and accuracy. For each timestamp: 1. Convert to MM:SS format 2. Ensure timestamp exists within the video duration 3. Verify that timestamps are in sequential order 4. If a step spans multiple timestamps, select the most relevant starting point 5. Round timestamps to the nearest second"
  },
  {
    "taskID": 185,
    "semanticTitleOfTask": "Generate Final JSON Structure",
    "taskDescription": "Converts the formatted step data into a properly structured JSON file with all required fields",
    "inputDescription": "Requires formatted_steps_data with clean timestamps, and VARIABLE3 for the final document",
    "inputRequired": ["formatted_steps_data", "VARIABLE3"],
    "outputDescription": "A complete, properly formatted JSON file containing the entire tutorial structure with six steps",
    "outputName": "final_json_output",
    "promptInstruction": "Create a valid JSON structure containing a complete tutorial guide. Include for each step: 1. Sequential step number (1-6) 2. Clear, concise step title 3. Formatted timestamp 4. Relevant transcript text 5. Step description"
  },
  {
    "taskID": 194,
    "semanticTitleOfTask": "Extract 2-Second Video Segment",
    "taskDescription": "Extracts a 2-second video clip centered around the specified timestamp from the main tutorial video",
    "inputDescription": "VARIABLE1 is the MP4 video file, the 'timestamp' is from the step data, and duration is fixed at 2 seconds",
    "inputRequired": ["VARIABLE1", "timestamp"],
    "outputDescription": "A 2-second MP4 video clip centered on the specified timestamp",
    "outputName": "video_segment_mp4",
    "promptInstruction": ""
  },
  {
    "taskID": 202,
    "semanticTitleOfTask": "Extract Tutorial Step Frame",
    "taskDescription": "Extracts a single frame from the 2-second video segment as a PNG image",
    "inputDescription": "The video_segment_mp4 and the target timestamp for frame extraction",
    "inputRequired": ["video_segment_mp4", "timestamp"],
    "outputDescription": "A raw PNG image frame extracted from the video segment",
    "outputName": "raw_frame_png",
    "promptInstruction": ""
  },
  {
    "taskID": 176,
    "semanticTitleOfTask": "Analyze Tutorial Image Quality",
    "taskDescription": "Uses GPT Vision to analyze if the extracted frame clearly demonstrates the tutorial step",
    "inputDescription": "The raw_frame_png and the description of the tutorial step it should represent",
    "inputRequired": ["raw_frame_png", "step_description"],
    "outputDescription": "A quality analysis report indicating if the image meets tutorial standards",
    "outputName": "quality_analysis_result",
    "promptInstruction": "You are a tutorial image quality analyst. Examine the provided image and determine if it effectively demonstrates the following tutorial step: `step_description`. Assess the image based on these criteria: 1. Clarity: Is the relevant interface/action clearly visible? 2. Focus: Does the image capture the specific step being described? 3. Readability: Are any text elements or interface components easily readable? 4. Context: Does the image provide sufficient context for understanding the step?"
  },
  {
    "taskID": 191,
    "semanticTitleOfTask": "Standardize Tutorial Image",
    "taskDescription": "Processes and resizes the approved frame to standardized dimensions while maintaining quality",
    "inputDescription": "The raw_frame_png that passed quality analysis and target dimensions array [1400, 1400]",
    "inputRequired": ["raw_frame_png", "quality_analysis_result"],
    "outputDescription": "A processed PNG image at 1400x1400 pixels, optimized for tutorial display",
    "outputName": "processed_frame_png",
    "promptInstruction": ""
  },
  {
    "taskID": 177,
    "semanticTitleOfTask": "Verify Tutorial Image Set Consistency",
    "taskDescription": "Analyzes all processed images together to ensure visual consistency and proper tutorial flow",
    "inputDescription": "An array of 6 processed_frame_png images and their corresponding step_descriptions",
    "inputRequired": ["processed_frame_png_array", "step_descriptions"],
    "outputDescription": "A comprehensive verification report on the complete tutorial image set",
    "outputName": "verification_report",
    "promptInstruction": "You are a tutorial content quality specialist. Review this set of 6 tutorial images and their associated step descriptions. Analyze them as a complete tutorial sequence, considering: 1. Visual Consistency: - Consistent resolution and dimensions - Similar lighting and clarity - Matching UI elements where applicable 2. Sequential Logic: - Clear progression between steps - No missing crucial steps - Logical flow from one image to next 3. Tutorial Completeness: - All key steps visually represented - Sufficient detail in each image"
  },
  {
    "taskID": 190,
    "semanticTitleOfTask": "Generate Base Article Structure Template",
    "taskDescription": "Creates the foundational markdown structure for the tutorial article with placeholders for all required sections",
    "inputDescription": "final_json_output containing 6 tutorial steps and raw_transcription text for context",
    "inputRequired": ["final_json_output", "raw_transcription"],
    "outputDescription": "A markdown template with properly formatted sections and placeholders for all content",
    "outputName": "article_base_structure",
    "promptInstruction": "You are a technical writing expert specializing in how-to tutorials. Generate a markdown template for a how-to article that includes: 1) A title section, 2) An introduction section, 3) Six numbered step sections with placeholders for content and images, and 4) A conclusion section. Each step section should include a heading placeholder, content placeholder, and image embedding placeholder. Use proper markdown syntax throughout. The template should maintain consistent formatting and structure while allowing for easy content insertion."
  },
  {
    "taskID": 190,
    "semanticTitleOfTask": "Format Introduction Section",
    "taskDescription": "Creates engaging introduction paragraph from transcription text that sets up tutorial context",
    "inputDescription": "raw_transcription text and the base article structure template",
    "inputRequired": ["raw_transcription", "article_base_structure"],
    "outputDescription": "A formatted introduction paragraph in markdown syntax",
    "outputName": "formatted_introduction",
    "promptInstruction": "You are a technical writer specializing in how-to tutorials. Using the provided tutorial transcription, create an engaging introduction paragraph that: 1) Explains the purpose of the tutorial, 2) Outlines what the reader will learn, and 3) Sets appropriate expectations for the complexity and time required. The introduction should be clear, concise, and formatted in proper markdown syntax. Avoid technical jargon unless necessary and maintain a friendly, instructional tone."
  },
  {
    "taskID": 190,
    "semanticTitleOfTask": "Format Step Content - Steps 1-6",
    "taskDescription": "Processes each step's content from JSON into properly formatted markdown text with appropriate formatting",
    "inputDescription": "final_json_output with step content for each of the 6 steps, plus the base article structure",
    "inputRequired": ["final_json_output", "article_base_structure"],
    "outputDescription": "Six formatted step contents in markdown syntax",
    "outputName": "formatted_steps",
    "promptInstruction": "You are a technical writing expert. Review the provided step content and format it into clear, actionable instruction text. Each step should: 1) Begin with a clear action verb, 2) Include all necessary details from the transcription, 3) Maintain a consistent instructional tone, and 4) Be formatted in proper markdown syntax. Focus on clarity and precision while keeping the instructions easy to follow. Ensure the step content aligns with its corresponding image."
  },
  {
    "taskID": 190,
    "semanticTitleOfTask": "Generate Image Embedding Markdown",
    "taskDescription": "Creates proper markdown syntax for embedding the PNG images into each tutorial step",
    "inputDescription": "The array of processed PNG images (processed_frame_png_array) and their corresponding formatted step content",
    "inputRequired": ["processed_frame_png_array", "formatted_steps"],
    "outputDescription": "Markdown image embedding syntax for all six images with appropriate alt text",
    "outputName": "image_embeddings",
    "promptInstruction": "You are a markdown formatting specialist. For each provided image, create proper markdown image embedding syntax including: 1) Correct markdown image syntax, 2) Descriptive alt text that explains what the image shows, 3) Proper file path reference, and 4) Consistent formatting. The embedding syntax should be optimized for both accessibility and clarity."
  },
  {
    "taskID": 190,
    "semanticTitleOfTask": "Format Conclusion Section",
    "taskDescription": "Creates a conclusion section that summarizes the tutorial and provides next steps",
    "inputDescription": "raw_transcription text and the formatted step content",
    "inputRequired": ["raw_transcription", "formatted_steps"],
    "outputDescription": "A formatted conclusion paragraph in markdown syntax",
    "outputName": "formatted_conclusion",
    "promptInstruction": "You are a technical writing expert. Create a conclusion paragraph that: 1) Summarizes the key points of the tutorial, 2) Reinforces what the reader has learned, 3) Suggests possible next steps or related topics, and 4) Ends with an encouraging note. Format the conclusion in proper markdown syntax while maintaining a supportive and instructional tone."
  },
  {
    "taskID": 190,
    "semanticTitleOfTask": "Assemble Final Markdown Document",
    "taskDescription": "Combines all formatted components into a single cohesive markdown document",
    "inputDescription": "All formatted components: introduction, steps, images, and conclusion",
    "inputRequired": ["formatted_introduction", "formatted_steps", "image_embeddings", "formatted_conclusion"],
    "outputDescription": "Complete, properly formatted markdown document combining all components",
    "outputName": "final_markdown_document",
    "promptInstruction": "You are a markdown document specialist. Combine all provided components into a single cohesive document ensuring: 1) Consistent formatting throughout, 2) Proper spacing between sections, 3) Correct heading hierarchy, 4) Properly placed image embeddings, and 5) Clean, readable markdown syntax. Verify that all components flow logically and maintain professional formatting standards."
  },
  {
    "taskID": 190,
    "semanticTitleOfTask": "Verify Final Document Structure",
    "taskDescription": "Performs final verification of markdown syntax, structure, and formatting",
    "inputDescription": "The complete markdown document",
    "inputRequired": ["final_markdown_document"],
    "outputDescription": "Verified markdown document with any necessary corrections applied",
    "outputName": "verified_markdown_document",
    "promptInstruction": "You are a markdown validation expert. Review the provided markdown document and verify: 1) All markdown syntax is correct and consistent, 2) Heading hierarchy is properly structured, 3) Image embeddings are correctly formatted, 4) Spacing and formatting are consistent throughout, 5) All sections are present and properly organized. Identify any issues and provide corrections while maintaining the original content and intent."
  }
]

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