{
  "0": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Create a comprehensive seven‑day Japan itinerary for a couple departing Seattle between April 15 and April 23, adhering to a total budget between $2,500 and $5,000. The itinerary should centre on historical landmarks, lesser‑known cultural treasures, and experiential activities such as kendo practice, traditional tea ceremonies, and Zen meditation, while ensuring that each city segment remains comfortably walkable. A visit to Nara’s famed deer park must be incorporated, and the plan should identify a uniquely romantic location appropriate for a marriage proposal, with a clear rationale linking the setting to the couple’s interests. The deliverable is a polished HTML travel handbook that combines a day‑by‑day schedule containing attraction descriptions, estimated costs and practical travel tips, interactive‑style maps visualizing the daily routes, a curated collection of essential Japanese phrases accompanied by phonetic guides, and a custom illustration depicting the proposed proposal spot. The content must reflect the most current attraction information and pricing, include daily budget calculations, generate visual route maps, create the illustration, and assemble all elements into a single HTML file suitable for offline reference.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A complete 7‑day Japan itinerary document that satisfies dates, budget, and activity preferences, ready for inclusion in the handbook",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "A day‑by‑day schedule (April 15‑23) listing attractions, estimated costs, walkable city segments, and practical travel tips",
            "weight": 3
          },
          {
            "id": "cp1-2",
            "requirements": "Inclusion of a Nara deer‑park visit and city‑walk recommendations for every city visited",
            "weight": 2
          },
          {
            "id": "cp1-3",
            "requirements": "A specifically recommended romantic proposal location with a rationale tied to the couple’s interests",
            "weight": 2
          },
          {
            "id": "cp1-4",
            "requirements": "A curated list of essential Japanese phrases with phonetic guides",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Interactive‑style route maps visualizing daily walking routes, exported as embed‑ready images",
        "weight": 3
      },
      {
        "id": "cp3",
        "requirements": "A custom illustration depicting the chosen proposal spot",
        "weight": 2
      },
      {
        "id": "cp4",
        "requirements": "All components assembled into a single offline‑compatible HTML travel handbook with embedded maps, itinerary tables, phrase list, and illustration",
        "weight": 3
      }
    ],
    "workflow_category_6class": "Planning & Decision Support"
  },
  "1": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "As a middle school physics teacher preparing a lesson on conservation of momentum, produce three short demonstration videos each lasting ten to fifteen seconds, in MP4 format at 1280×720 resolution. The videos should depict an elastic collision of two carts, a perfectly inelastic collision of two carts, and the recoil of a cart after launching a projectile. Each video must accurately display the momentum before and after the event, feature on‑screen vector labels, and include a brief caption of no more than twenty words. Subsequently, create a single HTML5 presentation named index.html that includes a title slide presenting the lesson name, followed by three content slides, each embedding one of the videos together with its caption. The presentation should provide navigation controls for moving to the next or previous slide, use standard <video> tags with controls enabled, be responsive, and operate without external dependencies. The deliverables are the three video files named elastic_collision.mp4, inelastic_collision.mp4, recoil.mp4, and the HTML file. Success is measured by the videos playing correctly in common browsers, accurate physics depiction, matching captions, and functional HTML navigation.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Three physics scenario specifications (elastic collision, perfectly inelastic collision, recoil) are documented with initial and final momentum values and vector label descriptions.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Elastic‑collision scenario with masses, velocities, and calculated momentum before and after impact is defined and validated.",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "Perfectly inelastic‑collision scenario with combined mass and momentum conservation analysis is defined and validated.",
            "weight": 1
          },
          {
            "id": "cp1-3",
            "requirements": "Recoil scenario showing cart and launched projectile momentum exchange, with vector labels and caption text, is defined and validated.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Three MP4 videos (elastic_collision.mp4, inelastic_collision.mp4, recoil.mp4) each 10‑15 s at 1280×720, displaying the scenarios with on‑screen momentum vectors and ≤20‑word captions, play correctly in Chrome, Firefox, and Edge.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Elastic‑collision video file is rendered, includes vector arrows, correct pre‑ and post‑collision momentum values, and appropriate caption.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "Inelastic‑collision video file is rendered, includes combined mass motion, correct momentum values, vector arrows, and caption.",
            "weight": 1
          },
          {
            "id": "cp2-3",
            "requirements": "Recoil video file is rendered, shows projectile launch, cart recoil with vector labels, correct momentum exchange, and caption.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Standalone index.html presentation is produced with a title slide and three content slides, each embedding the corresponding video and caption, navigation controls for next/previous, responsive layout, standard <video> tags with controls, and no external dependencies.",
        "weight": 1,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Title slide containing the lesson name is created and displayed correctly.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Each content slide embeds its video file with the matching caption using a <video> tag with controls enabled.",
            "weight": 1
          },
          {
            "id": "cp3-3",
            "requirements": "Navigation buttons allow moving to previous and next slides; layout adapts to different screen sizes without external libraries.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Educational & Instructional Content"
  },
  "2": {
    "tools": [],
    "files": [
      {
        "type": "file",
        "path": "resources/files/2-1.pdf",
        "url": null
      },
      {
        "type": "file",
        "path": "resources/files/2-2.pdf",
        "url": null
      },
      {
        "type": "file",
        "path": "resources/files/2-3.pdf",
        "url": null
      },
      {
        "type": "file",
        "path": "resources/files/2-4.pdf",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "The task requires analyzing the four PDF travel policy documents located at resources/files/2-1.pdf, resources/files/2-2.pdf, resources/files/2-3.pdf, and resources/files/2-4.pdf. From each policy the following dimensions must be extracted: the policy title, effective date, scope describing eligible travelers and destinations, coverage limits, exclusions, claim submission procedure, and contact information. The extracted information should be organized into a comparative table that presents each dimension as a column and each policy as a row. Two deliverable files are to be produced: an HTML file named TravelPolicyComparison.html that contains a well‑structured HTML table with a header row and includes, beneath the table, a brief summary paragraph of fifty to one hundred words for each policy; and a CSV file named TravelPolicyComparison.csv that contains the same tabular data without the summary paragraphs. Both output files must be syntactically valid and ready for download.",
        "resources": [
          {
            "type": "file",
            "path": "resources/files/2-1.pdf",
            "url": null
          },
          {
            "type": "file",
            "path": "resources/files/2-2.pdf",
            "url": null
          },
          {
            "type": "file",
            "path": "resources/files/2-3.pdf",
            "url": null
          },
          {
            "type": "file",
            "path": "resources/files/2-4.pdf",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Extract the specified dimensions (title, effective date, scope, coverage limits, exclusions, claim procedure, contact info) from each of the four PDF policies and compile them into a structured dataset.",
        "weight": 3
      },
      {
        "id": "cp2",
        "requirements": "Create a comparative HTML table (TravelPolicyComparison.html) that displays each policy as a row and each dimension as a column, and include a 50‑100 word summary paragraph for each policy beneath the table.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Generate valid HTML markup with table header and rows reflecting the extracted data.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "Add concise summary paragraphs for each policy after the table.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Produce a CSV file (TravelPolicyComparison.csv) containing the same tabular data without summary paragraphs, adhering to CSV syntax.",
        "weight": 2
      },
      {
        "id": "cp4",
        "requirements": "Validate that both the HTML and CSV files are syntactically correct and ready for download.",
        "weight": 1
      }
    ],
    "workflow_category_6class": "Data Analysis & Quantitative Reasoning"
  },
  "4": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "The task is to conduct a market analysis of vertical‑search AI solutions designed for the fashion sector, identifying a minimum of five distinct products. For each product, the analysis must capture the solution name, the company or vendor, typical deployment scenarios such as product discovery, visual search or inventory matching, the pricing model (including subscription tiers, per‑search fees or usage‑based structures), the value‑chain segment it serves (for example consumer‑facing, wholesale or supply‑chain), and a single‑sentence statement that differentiates the solution. The results should be assembled into a Word document (*.docx) that contains a summary table presenting the aforementioned columns, a concise comparative discussion limited to three hundred words, and a bar‑chart that visualizes the price tiers of all evaluated solutions and is embedded within the document. Relevant, up‑to‑date public information from 2023‑2024 must be gathered, the price‑tier visualization must be generated, and the entire document must be produced in the required format. Success is measured by the presence of the table, discussion and chart in the .docx file, inclusion of at least five solutions, and citation of recent sources.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A Word document (.docx) containing a summary table with columns: solution name, vendor, deployment scenarios, pricing model, value‑chain segment, and differentiation statement for at least five vertical‑search AI solutions in fashion, compiled from 2023‑2024 public sources, is produced and saved.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Identify and verify at least five distinct vertical‑search AI solutions for the fashion industry, citing up‑to‑date public sources (2023‑2024).",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "Populate the summary table with accurate data for each solution, ensuring all required columns are filled.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "A concise comparative discussion (≤300 words) summarizing key similarities, differences, and value‑chain implications of the evaluated solutions is included in the same Word document.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Draft the discussion within the 300‑word limit, directly referencing data from the summary table.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A bar chart visualizing the price tiers of all evaluated solutions is generated and embedded in the Word document.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Create a bar chart where each bar represents a solution’s pricing tier range.",
            "weight": 2
          },
          {
            "id": "cp3-2",
            "requirements": "Insert the generated chart into the document at the appropriate location.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "All citations of recent sources (2023‑2024) are listed in a references section of the Word document, and the document is verified to contain the table, discussion, and chart.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Compile a references list with full citations for each source used.",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "Validate that the final .docx file includes the summary table, comparative discussion, price‑tier bar chart, and references section.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Business & Marketing Strategy"
  },
  "5": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "The task requires conducting a comprehensive data gathering and reporting workflow for Y Combinator's W25 B2B batch. The process begins with locating the official Y Combinator page or press releases that list all W25 B2B companies, and extracting for each enterprise its name, founding year, sector, headquarters location, total funding amount, and a brief description. Next, summary statistics are calculated, including the total combined funding, the average funding per company, and funding distribution percentiles. A bar chart visualizing each company's funding amount is then produced. The collected raw data and computed metrics are compiled into a well‑structured CSV file named \"W25_B2B_Companies.csv\". Finally, a polished PDF report titled \"W25_B2B_Analysis.pdf\" is created, containing an introductory summary, the table derived from the CSV, and the funding bar chart. The deliverables are the CSV file, a PNG image of the funding bar chart, and the PDF report.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A definitive list of all Y Combinator W25 B2B companies, sourced from the official YC page or press releases, is compiled and documented.",
        "weight": 2
      },
      {
        "id": "cp2",
        "requirements": "For each listed company, a structured record containing name, founding year, sector, headquarters location, total funding amount, and a brief description is produced.",
        "weight": 3
      },
      {
        "id": "cp3",
        "requirements": "Summary statistics—including total combined funding, average funding per company, and funding distribution percentiles—are calculated and presented in a concise table.",
        "weight": 2
      },
      {
        "id": "cp4",
        "requirements": "All deliverables are generated and saved:",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "A CSV file named \"W25_B2B_Companies.csv\" containing the full extracted dataset and computed metrics is created and stored.",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "A PNG image of a bar chart visualizing each company's funding amount is produced and saved.",
            "weight": 1
          },
          {
            "id": "cp4-3",
            "requirements": "A polished PDF report titled \"W25_B2B_Analysis.pdf\" that includes an introductory summary, the table from the CSV, and the funding bar chart is compiled.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Data Analysis & Quantitative Reasoning"
  },
  "6": {
    "tools": [],
    "files": [
      {
        "type": "file",
        "path": "resources/files/6-1.xlsx",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "The task involves analyzing the sales data in the Excel file located at resources/files/6-1.xlsx. All pertinent columns should be extracted and key performance indicators calculated, including total monthly sales, month‑over‑month growth rate, average order value, conversion rate, as well as identification of the top five best‑selling products and the highest‑earning categories. The analysis should be visualized through three charts: a line chart that depicts daily or weekly sales trends, a bar chart that compares revenue across product categories, and a pie chart that shows the sales distribution among the top products. The findings must be compiled into a professional PDF report containing an executive summary, a description of the data extraction and analysis methodology, tables presenting the calculated metrics, the three charts with appropriate captions, and a set of specific, data‑driven recommendations aimed at increasing next month’s sales by at least ten percent. Each recommendation should specify a measurable target, such as increasing advertising spend on a particular category by fifteen percent to achieve a defined additional revenue amount. All calculations need to be fully reproducible and documented within the report.",
        "resources": [
          {
            "type": "file",
            "path": "resources/files/6-1.xlsx",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Extract all relevant columns from the Excel dataset and produce a clean, analysis‑ready data table",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "A CSV file containing the extracted columns is generated and attached",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "Data cleaning steps (missing‑value handling, type casting) are documented in a reproducible script",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Calculate key performance indicators and present them in formatted tables",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Total monthly sales figure is computed and displayed in a summary table",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "Month‑over‑month growth rate, average order value, and conversion rate are calculated and listed",
            "weight": 1
          },
          {
            "id": "cp2-3",
            "requirements": "Top five best‑selling products and highest‑earning categories are identified with sales values",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Generate visualizations that accurately reflect the analysis results",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Line chart of daily/weekly sales trends is produced and embedded",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Bar chart comparing revenue across product categories is produced and embedded",
            "weight": 1
          },
          {
            "id": "cp3-3",
            "requirements": "Pie chart showing sales distribution among the top products is produced and embedded",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Compile a professional PDF report containing executive summary, methodology, KPI tables, charts with captions, and data‑driven recommendations achieving at least a 10% sales lift",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Executive summary paragraph summarizing key findings is included",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "Methodology section describing extraction and analysis steps is included",
            "weight": 1
          },
          {
            "id": "cp4-3",
            "requirements": "Recommendations each specify a measurable target (e.g., increase ad spend by 15% for category X to generate $Y additional revenue) and are listed",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Data Analysis & Quantitative Reasoning"
  },
  "7": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Create a comprehensive Battle of Lexington report that weaves together a concise historical narrative of the battle and the famous \"shot heard ’round the world\" with a terrain elevation map of the Lexington area showing British and colonial troop positions. The report should also feature annotated map images that highlight key maneuvers and engagement zones, a timeline chart that visualizes the sequence of events with timestamps, and a polished PDF document that integrates the narrative, all visualizations, and proper source citations. The work process involves locating reputable historical maps, elevation data, and primary source excerpts about the battle, producing a contour elevation map and a timeline chart, calculating approximate distances between reported troop positions, creating a base historical map illustration and overlaying bounding boxes and labels for British and colonial units, movement arrows, and key locations, and finally assembling the textual analysis, visual assets, distance calculations, and citations into a formatted PDF. The deliverable is the final PDF file accompanied by a brief summary of the data sources and calculations performed.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Produce a complete PDF battle report that integrates narrative, visualizations, calculations, and citations",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "A concise historical narrative of the Battle of Lexington, including the \"shot heard ’round the world\", is written and embedded in the PDF",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "A terrain elevation contour map of Lexington showing British and colonial troop positions is generated and embedded in the PDF",
            "weight": 1
          },
          {
            "id": "cp1-3",
            "requirements": "Annotated map images that highlight key maneuvers, unit bounding boxes, and movement arrows are created and included in the PDF",
            "weight": 1
          },
          {
            "id": "cp1-4",
            "requirements": "A timeline chart visualizing the sequence of events with timestamps is produced and added to the PDF",
            "weight": 1
          },
          {
            "id": "cp1-5",
            "requirements": "A bibliography with properly formatted source citations is compiled and appended to the PDF",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Calculate and document spatial relationships between British and colonial troop positions",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Approximate distances between reported British and colonial positions are computed and presented in a table within the PDF",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Validate historical accuracy and logical coherence of the report",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "All factual statements, dates, and locations are cross‑checked against reputable primary and secondary sources and a fact‑check summary is included in the PDF",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "The narrative clearly articulates causality between actions, motivations, and outcomes, and this logical flow is verified by a coherence review",
            "weight": 1
          },
          {
            "id": "cp3-3",
            "requirements": "Accurate historical terminology and correct spellings of names, places, and units are confirmed throughout the document",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Educational & Instructional Content"
  },
  "8": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Conduct a comprehensive analysis of the UK healthcare industry to support the planning of a new company. The analysis should gather up-to-date information on market size, current trends, growth projections, the regulatory environment, and the top five to ten competitors, including each competitor's website URL, estimated market share, core services or products, key strengths, and notable weaknesses. Quantitative growth forecasts and market‑share percentages should be derived using appropriate arithmetic and equation solving techniques. The collected data should be synthesized into concise textual summaries that highlight significant opportunities, gaps, or underserved segments within the market. Visual representations such as bar charts and trend lines should be produced to illustrate market dynamics and competitor comparisons. Finally, all findings, tables, and charts should be compiled into a well‑structured, professional PDF report that includes an executive summary, detailed sections, and actionable recommendations.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A concise textual summary of UK healthcare industry trends, growth projections, and regulatory environment is produced.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "A table showing quantified market size, annual growth rates, and five‑year projection values is generated.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "A clear summary of key UK healthcare regulations impacting market entry is included.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "A comparative matrix of 5‑10 top competitors with URLs, estimated market share, core services, strengths, and weaknesses is compiled.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Verified website URLs, market‑share percentages, and estimated market sizes for each competitor are listed.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "For each competitor, a summary of core services, key strengths, and notable weaknesses is provided.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A list of identified market opportunities and underserved segments, supported by data, is presented.",
        "weight": 2
      },
      {
        "id": "cp4",
        "requirements": "A professional PDF report containing an executive summary, detailed sections, tables, bar charts, trend lines, and actionable recommendations is generated.",
        "weight": 2
      }
    ],
    "workflow_category_6class": "Business & Marketing Strategy"
  },
  "9": {
    "dialogs": [
      {
        "role": "user",
        "content": "The objective is to gather up‑to‑date information on the leading United States venture capital firms ranked by assets under management (AUM). For each firm the required data includes the firm name, estimated AUM, investment focus or stage (such as early‑stage, growth, or sector‑specific), website URL, and, when publicly available, a contact email. All AUM figures must be normalised to U.S. dollars expressed in billions, applying appropriate unit conversion where necessary, and each data point should be validated through cross‑checking multiple web sources. The final output consists of three artefacts: a CSV file containing the structured list of firms and their attributes, a professionally formatted Word document that summarises the findings and provides a concise introductory narrative, and an image of a bar chart that visualises the top ten firms by AUM. The workflow should encompass web research, extraction of the required information, conversion of numeric values, verification of accuracy, and generation of the specified file formats.",
        "resources": []
      }
    ],
    "tools": [],
    "files": [],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Compiled a ranked list of US venture capital firms by AUM, limited to the top ten firms.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Collected firm name, estimated AUM, investment stage, industry focus, website URL, and public contact email from at least two independent web sources for each firm.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "Normalized all AUM figures to U.S. dollars and expressed in billions, applying necessary unit conversions.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Validated the accuracy of each data point through cross‑checking multiple independent sources.",
        "weight": 2
      },
      {
        "id": "cp3",
        "requirements": "Generated three final artefacts delivering the compiled information.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Created a CSV file containing the structured list of the ten firms with all required attributes.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Produced a professionally formatted Word document summarising findings, including an introductory narrative and a table of the firms.",
            "weight": 1
          },
          {
            "id": "cp3-3",
            "requirements": "Rendered a bar‑chart image visualising the top ten firms by AUM.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Ensured all artefacts are saved and made available for download.",
        "weight": 1
      }
    ],
    "workflow_category_6class": "Information Retrieval & Knowledge QA"
  },
  "10": {
    "dialogs": [
      {
        "role": "user",
        "content": "The task is to conduct a talent sourcing process for a junior software engineer position located in Munich, Germany. The process should involve locating publicly visible LinkedIn profiles of candidates who are currently unemployed, possess at least a bachelor’s degree in computer science or a related discipline, and have a minimum of one year of professional experience. For each identified candidate, the profile URL must be recorded along with key résumé details such as education, total years of experience, and relevant technical skills. The set of identified candidates must be examined to confirm that exactly ten distinct individuals satisfy all three conditions; the count should be verified and any deviation noted. For every qualifying candidate, a brief summary not exceeding three sentences should be crafted, emphasizing academic credentials, work history, and any noteworthy projects or certifications. All URLs and their corresponding summaries should then be assembled into a professionally formatted PDF document prepared for stakeholder review.",
        "resources": []
      }
    ],
    "tools": [],
    "files": [],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A validated report confirming that exactly ten distinct candidates meet all screening criteria (Munich location, unemployed status, required degree, minimum one year experience).",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "A filtered list of candidate profiles that satisfy each individual screening criterion is produced.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "A count verification confirming the presence of exactly ten qualified candidates; any deviation is documented.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "A compiled dataset of the ten qualified candidates, including LinkedIn URLs, education details, total years of experience, technical skills, and a concise three‑sentence summary for each.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Structured résumé details (education, years of experience, technical skills) for each candidate are extracted and organized.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "A three‑sentence summary highlighting academic credentials, work history, and notable projects or certifications is generated for each candidate.",
            "weight": 2
          },
          {
            "id": "cp2-3",
            "requirements": "All LinkedIn profile URLs are verified for public accessibility and correct formatting.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A professionally formatted PDF containing a table of the ten LinkedIn URLs paired with their respective three‑sentence summaries is generated and ready for stakeholder review.",
        "weight": 2
      }
    ],
    "workflow_category_6class": "Information Retrieval & Knowledge QA"
  },
  "11": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Produce a professional seven‑day corporate travel itinerary for eight employees traveling from Paris, France to California, USA, departing on 21 June 2025. The deliverable shall be a single Microsoft Word document named \"California_Company_Trip_Itinerary.docx\". The document must contain an executive summary that briefly outlines the trip objectives, total budget assumptions, and key contacts; a section describing outbound and return flights with airline, flight numbers, departure and arrival times, layovers, and airport‑to‑hotel transportation in California; a daily itinerary for each of the seven days from 21 June to 27 June 2025 that provides the date and primary city, a weather forecast summary (high/low temperature and precipitation chance) sourced from online information, morning, afternoon and evening activity blocks each with a concise description, classification as cultural, recreational, or team‑building, and an indoor versus outdoor recommendation based on the day's weather, suggested local transportation between activities, accommodation details including hotel name, address, room type, and check‑in/check‑out times, as well as estimated time allocations and any required reservations; an accommodation summary presented as a table listing all hotels with room counts and contact information; a team‑building matrix that includes at least two distinct team‑building experiences together with objectives, required materials, and expected outcomes; and an appendix containing links to flight booking portals, weather source URLs, and optional activity extras. The itinerary must include a minimum of two cultural, two recreational, and two team‑building activities, schedule outdoor activities only on days when the forecast shows a 70 % or greater chance of sunny weather and temperatures between 15 °C and 30 °C, and ensure every accommodation is within a 30‑minute drive of the day’s primary activity zone. All tables for flights, hotels, and the team‑building matrix should be formatted for machine readability using standard Word table features, and the weather source for each day must be cited in the appendix.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A confirmed summary table verifying a 7‑day itinerary (21 June–27 June 2025), 8 participants, departure from Paris and return from California is produced and included in the document.",
        "weight": 3
      },
      {
        "id": "cp2",
        "requirements": "A detailed flight itinerary table (airlines, flight numbers, departure/arrival times, layovers) and a ground‑transport plan linking each airport to the scheduled hotel is generated and inserted into the Word file.",
        "weight": 3
      },
      {
        "id": "cp3",
        "requirements": "A hotel summary table listing name, address, room type, check‑in/check‑out times, contact info, and confirmation that each property is within a 30‑minute drive of that day’s primary activity zone is created and added.",
        "weight": 2
      },
      {
        "id": "cp4",
        "requirements": "A complete day‑by‑day itinerary for all seven days, including date, primary city, weather forecast (high/low, precipitation chance, source citation), three activity blocks (morning, afternoon, evening) each labeled cultural/recreational/team‑building with indoor/outdoor recommendation, transportation notes, time allocations, and reservation details, is compiled and formatted as a table in the document.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Weather forecast summaries for each day with temperature range, precipitation probability, and source URL are embedded in the itinerary and cited in the appendix.",
            "weight": 2
          },
          {
            "id": "cp4-2",
            "requirements": "Activities are assigned as outdoor only when the forecast shows ≥70 % sunny chance and temperatures between 15 °C‑30 °C; otherwise indoor alternatives are provided, with an indoor/outdoor flag displayed for each activity.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp5",
        "requirements": "A team‑building matrix table containing at least two distinct experiences, each with objectives, required materials, expected outcomes, and integration into the daily schedule is produced and placed in the document.",
        "weight": 2
      },
      {
        "id": "cp6",
        "requirements": "An executive summary outlining trip objectives, total budget assumptions, and key contacts is drafted and positioned at the beginning of the Word document.",
        "weight": 2
      },
      {
        "id": "cp7",
        "requirements": "An appendix with hyperlinked URLs to flight booking portals, weather data sources, and optional activity extras is compiled and formatted for easy reference.",
        "weight": 1
      }
    ],
    "workflow_category_6class": "Planning & Decision Support"
  },
  "12": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Research and compile the most recent public information for the three Italian lottery games—Lotto, 10eLotto, and Million Day. For each game, create a dedicated worksheet within a single Excel workbook that includes columns for the game name, an official description, a concise bullet‑style summary of the core rules, the draw schedule specifying day(s) of the week and time, the prize structure outlining each tier and its corresponding amount, the odds of winning for each tier, the ticket price per line or combination, a brief step‑by‑step guide on how to play, and the official source URL linking to the operator’s page. Additionally, incorporate a summary sheet titled \"Overview\" that lists each game with a one‑sentence description and provides hyperlinks to the respective worksheets. Ensure that all textual data is concise, stylistically consistent, and sourced from official or reputable public websites. The only required deliverable is the completed Excel file; no other files are needed.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Gather latest official public information for Lotto, 10eLotto, and Million Day covering description, bullet‑style rules, draw schedule, prize tiers, odds, ticket price, play steps, and source URL",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Document official description for each game",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "Summarize core rules in concise bullet points",
            "weight": 1
          },
          {
            "id": "cp1-3",
            "requirements": "List draw days and times for each game",
            "weight": 1
          },
          {
            "id": "cp1-4",
            "requirements": "Detail prize structure and odds per tier",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Populate a single Excel workbook with three separate worksheets (Lotto, 10eLotto, Million Day) containing the compiled data in a consistent layout",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Create worksheet for Lotto with all required columns filled",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "Create worksheet for 10eLotto with all required columns filled",
            "weight": 1
          },
          {
            "id": "cp2-3",
            "requirements": "Create worksheet for Million Day with all required columns filled",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Add an Overview worksheet summarizing each game with a one‑sentence description and hyperlinks to its worksheet",
        "weight": 2
      },
      {
        "id": "cp4",
        "requirements": "Provide the completed Excel file as the sole deliverable",
        "weight": 1
      }
    ],
    "workflow_category_6class": "Business & Marketing Strategy"
  },
  "13": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "The objective is to identify twenty AI ethics speakers who are based in Europe and have presented at conferences within the past year. This involves locating recent European AI ethics conferences, obtaining their program documents, and extracting each speaker's name, affiliation, country, conference name, and talk title. For every speaker, their professional profile should be found along with any video recording of their talk, and a concise summary of no more than 150 words must be written. Relevant contact information, including LinkedIn URL, email address, and personal website, should also be collected. All gathered data must be organized into a CSV file containing columns for Name, Affiliation, Country, Conference, Talk Title, Summary, LinkedIn, Email, and Website. Additionally, a professional Word report is required, featuring an executive summary and a bar chart that visualizes the distribution of speakers by country. Both the CSV dataset and the Word report are to be provided as deliverables.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A verified list of 20 European AI ethics speakers who presented at conferences in the past 12 months, including Name, Affiliation, Country, Conference, and Talk Title.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "A compiled catalogue of European AI ethics conferences held within the last year, each with its program document downloaded.",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "Extracted speaker entries from the program documents that satisfy the criteria (Europe‑based, AI ethics focus, presentation within the past year).",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Verified speaker profiles that include a video URL of the talk and a 150‑word concise summary for each speaker.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "A list of accessible video recordings (or links) for each of the 20 speakers, confirmed to correspond to the correct talk.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "A 150‑word factual summary of each talk generated from the video or official transcript.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Complete contact information for each speaker: LinkedIn URL, professional email address, and personal/academic website.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "LinkedIn profile URL collected and verified for each speaker.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Publicly available email address and personal/academic website URL recorded for each speaker.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Final deliverables: a CSV dataset and a Word report containing an executive summary and a bar chart of speaker distribution by country.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "CSV file generated with columns Name, Affiliation, Country, Conference, Talk Title, Summary, LinkedIn, Email, Website, containing all 20 speakers.",
            "weight": 2
          },
          {
            "id": "cp4-2",
            "requirements": "Word report produced that includes an executive summary of the findings and a bar chart visualizing the number of speakers per European country.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Information Retrieval & Knowledge QA"
  },
  "14": {
    "dialogs": [
      {
        "role": "user",
        "content": "Conduct a comprehensive literature review of peer‑reviewed scientific papers published within the last five years that examine the effects of alcohol on the human body. Identify the most frequently cited, high‑impact studies across major journals and obtain their PDF URLs. From each PDF, extract the abstract, methodology, key results, and citation metrics. Analyze the extracted information to determine the top‑cited papers and organize the findings into categories covering physiological impacts, long‑term health risks, neurological effects, and recent developments. Produce a bar chart that visualizes citation counts for the selected studies. Create a cover illustration that combines an alcohol molecule graphic with a human silhouette. Assemble all textual summaries, tables of findings, the citation‑count chart, and the custom cover image into a professionally formatted Word document named \"Alcohol_Effects_Literature_Review.docx\", ensuring the document includes an executive summary, clearly sectioned analyses, a citation table, the bar chart, and the cover image.",
        "resources": []
      }
    ],
    "tools": [],
    "files": [],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "PDF URLs of the most frequently cited, high‑impact alcohol‑effects papers from the last five years are collected and verified for download.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "A list of the top‑cited papers with their bibliographic details and PDF URLs is produced.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "All listed PDFs are successfully downloaded and confirmed readable.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Abstract, methodology, key results, and citation metrics are extracted from each downloaded PDF and compiled into structured records.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Abstracts of all papers are extracted and saved.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "Methodology sections of all papers are extracted and saved.",
            "weight": 1
          },
          {
            "id": "cp2-3",
            "requirements": "Key results of all papers are extracted and saved.",
            "weight": 1
          },
          {
            "id": "cp2-4",
            "requirements": "Citation count for each paper is recorded.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Extracted data are analyzed to identify the top‑cited papers and to categorize findings into physiological impacts, long‑term health risks, neurological effects, and recent developments.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "A ranked list of papers by citation count is produced.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Each paper's findings are assigned to one of the four thematic categories.",
            "weight": 1
          },
          {
            "id": "cp3-3",
            "requirements": "A synthesis summarizing consensus and conflicting perspectives per category is created.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Visual assets—a bar chart of citation counts and a custom cover illustration—are generated and ready for inclusion.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "A bar chart visualizing citation counts for the selected studies is produced.",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "A cover illustration combining an alcohol molecule graphic with a human silhouette is created.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp5",
        "requirements": "A professionally formatted Word document named \"Alcohol_Effects_Literature_Review.docx\" containing all summaries, tables, charts, and the cover image is assembled.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp5-1",
            "requirements": "An executive summary summarizing overall findings is inserted.",
            "weight": 1
          },
          {
            "id": "cp5-2",
            "requirements": "Sectioned analyses with tables for each thematic category are added.",
            "weight": 1
          },
          {
            "id": "cp5-3",
            "requirements": "The citation‑count bar chart and the custom cover illustration are embedded in their appropriate sections.",
            "weight": 1
          },
          {
            "id": "cp5-4",
            "requirements": "The document is saved as \"Alcohol_Effects_Literature_Review.docx\" and verified for proper formatting.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Information Retrieval & Knowledge QA"
  },
  "15": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "The objective is to conduct B2B lead research within the cleantech sector, identifying companies that operate an active cleantech business and employ at least fifty staff members. For each qualifying company, locate a senior decision‑maker—specifically a CEO, founder, or sustainability lead—and gather the company name, the LinkedIn company profile URL, the decision‑maker’s full name and title, a professional email address for that decision‑maker, and the company’s website URL. A minimum of twenty such leads must be compiled. The results are to be delivered in two formats: a CSV file called leads.csv that contains one row per lead with the specified columns, and a DOCX file called personalized_emails.docx in which each lead receives an individual first‑contact email. Each email should follow a structure consisting of a greeting, a brief introduction of the consulting firm highlighting its ability to improve cleantech profitability and reduce costs, and a clear call‑to‑action, while being personalized with the lead’s name, the company name, and a reference to a recent sustainability initiative identified from the company’s website or LinkedIn profile.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A CSV file named leads.csv containing at least 20 qualifying cleantech companies, each with company name, LinkedIn URL, decision‑maker full name, title, professional email, and company website, is produced.",
        "weight": 3
      },
      {
        "id": "cp2",
        "requirements": "A DOCX file named personalized_emails.docx containing an individually crafted first‑contact email for each lead, following the prescribed structure (greeting, firm introduction, profitability/value proposition, call‑to‑action) and personalized with lead name, company name, and a recent sustainability initiative, is produced.",
        "weight": 3
      },
      {
        "id": "cp3",
        "requirements": "A verification checklist confirming that every listed company operates an active cleantech business, employs at least 50 staff, and the identified decision‑maker holds the role of CEO, founder, or sustainability lead, is generated.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Each company’s staff count (≥50) is documented and sourced.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Evidence of the company's cleantech focus (e.g., product description, sustainability initiatives) is recorded.",
            "weight": 1
          },
          {
            "id": "cp3-3",
            "requirements": "The decision‑maker’s role (CEO, founder, sustainability lead) is validated via LinkedIn or company page.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "All deliverable files are made available for download with correct filenames and formats, and a concise delivery summary is provided.",
        "weight": 1
      }
    ],
    "workflow_category_6class": "Business & Marketing Strategy"
  },
  "16": {
    "dialogs": [
      {
        "role": "user",
        "content": "Perform a multi-step SEO analysis for the website suna.so. Begin by gathering publicly available information about the site’s current keyword rankings, its top‑performing pages, and insights about competitors. Aggregate the collected keyword position data and carry out calculations to determine average rankings, estimate traffic potential, and identify clusters of high‑volume keywords. Produce visual charts that illustrate the distribution of keywords, page performance by cluster, and any gaps in coverage. Create illustrative graphics that represent missing high‑potential topics and suggest content themes. Compile all findings, visualizations, and concrete, actionable recommendations into a professional SEO report delivered as a DOCX file. The report should contain sections for keyword overview, cluster analysis, content‑gap visualization, and step‑by‑step improvement tactics, with an optional PDF export.",
        "resources": []
      }
    ],
    "tools": [],
    "files": [],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A consolidated keyword ranking table with average position, traffic estimate, and keyword volume for each tracked keyword is produced and included in the report.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "A master dataset containing current keyword positions for suna.so is generated and stored.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "Average rankings and traffic potential calculations are performed and the results are presented in a summary table.",
            "weight": 2
          },
          {
            "id": "cp1-3",
            "requirements": "Keywords are clustered by topical relevance and volume, and a cluster matrix is produced.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "A visual gap analysis chart illustrating missing high‑volume keyword topics and suggested content themes is generated and attached to the report.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "A list of high‑potential keywords absent from the current site content is created.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "Illustrative graphics representing the identified content gaps are designed and included.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A set of concrete, actionable SEO recommendations organized by priority and implementation steps is compiled and written into the report.",
        "weight": 3
      },
      {
        "id": "cp4",
        "requirements": "The complete SEO analysis, including all tables, charts, and recommendations, is formatted into a DOCX file (and optionally exported as PDF).",
        "weight": 2
      }
    ],
    "workflow_category_6class": "Business & Marketing Strategy"
  },
  "17": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Plan a ten‑day personal trip to London, departing from Bangkok on 1 June 2026. Identify a minimum of three centrally located hotels or serviced apartments that hold an average Google Reviews rating of 4.5 or higher; for each accommodation provide its name, address, distance to the nearest Underground station, nightly price in US dollars, and the rating that has been confirmed. Create a complete day‑by‑day itinerary covering all ten days, ensuring a balance of outdoor activities, cultural experiences, and free‑time. Each daily entry must include the date, the main activity or activities with a brief description, an estimated travel time between locations, a suggested relaxation slot, and a total estimated travel time for that day, which must not exceed four hours. In addition, compile a summary of the overall budget covering accommodation, transportation, and entry fees. The final output should be presented in two files: a Microsoft Word document (DOCX) named \"London_Trip_Itinerary.docx\" and an HTML file named \"London_Trip_Itinerary.html\", both containing the same content formatted with headings, tables, and bullet lists. Success will be measured by meeting all of the following criteria: at least three accommodation options satisfy the rating requirement, the itinerary fully spans the ten days, each day includes at least one outdoor and one cultural activity, daily travel time stays within the four‑hour limit, and the two files are produced in the specified formats.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A list of at least three centrally located hotels or serviced apartments in London, each with a verified Google Reviews rating of 4.5 or higher, including name, address, distance to the nearest Underground station, nightly price in USD, and confirmed rating.",
        "weight": 3
      },
      {
        "id": "cp2",
        "requirements": "A complete ten‑day day‑by‑day itinerary where every day (1 June 2026 – 10 June 2026) includes at least one outdoor activity and one cultural activity, brief descriptions, estimated travel time between locations, a designated relaxation slot, and a total daily travel time not exceeding four hours.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Day 1 entry with date, activities, travel estimates, relaxation slot, and total travel time ≤ 4 h.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "Day 2 entry with date, activities, travel estimates, relaxation slot, and total travel time ≤ 4 h.",
            "weight": 1
          },
          {
            "id": "cp2-3",
            "requirements": "Day 3 entry with date, activities, travel estimates, relaxation slot, and total travel time ≤ 4 h.",
            "weight": 1
          },
          {
            "id": "cp2-4",
            "requirements": "Day 4 entry with date, activities, travel estimates, relaxation slot, and total travel time ≤ 4 h.",
            "weight": 1
          },
          {
            "id": "cp2-5",
            "requirements": "Day 5 entry with date, activities, travel estimates, relaxation slot, and total travel time ≤ 4 h.",
            "weight": 1
          },
          {
            "id": "cp2-6",
            "requirements": "Day 6 entry with date, activities, travel estimates, relaxation slot, and total travel time ≤ 4 h.",
            "weight": 1
          },
          {
            "id": "cp2-7",
            "requirements": "Day 7 entry with date, activities, travel estimates, relaxation slot, and total travel time ≤ 4 h.",
            "weight": 1
          },
          {
            "id": "cp2-8",
            "requirements": "Day 8 entry with date, activities, travel estimates, relaxation slot, and total travel time ≤ 4 h.",
            "weight": 1
          },
          {
            "id": "cp2-9",
            "requirements": "Day 9 entry with date, activities, travel estimates, relaxation slot, and total travel time ≤ 4 h.",
            "weight": 1
          },
          {
            "id": "cp2-10",
            "requirements": "Day 10 entry with date, activities, travel estimates, relaxation slot, and total travel time ≤ 4 h.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A consolidated budget summary table covering total accommodation costs, transportation expenses, and entry fees for attractions, with amounts expressed in USD.",
        "weight": 2
      },
      {
        "id": "cp4",
        "requirements": "Two files generated: (1) a Microsoft Word document named \"London_Trip_Itinerary.docx\" and (2) an HTML file named \"London_Trip_Itinerary.html\", both containing identical content formatted with headings, tables, and bullet lists that encompass the accommodation list, ten‑day itinerary, and budget summary.",
        "weight": 2
      }
    ],
    "workflow_category_6class": "Planning & Decision Support"
  },
  "18": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "The task is to identify SaaS finance startups that announced a Series A round of funding at any point between January 1, 2023 and June 30, 2024. For each qualifying company, gather the company name, the exact Series A date, the funding amount expressed in US dollars, the lead investors, the names of the founders, LinkedIn profile URLs for the company or its founders, any publicly listed contact email, and the source URL where the information was found. Companies that do not have a verifiable Series A announcement or that lack at least one founder name must be excluded. All collected records should be compiled into a CSV file named \"SaaS_Finance_SeriesA_Prospects.csv\"; the file must contain a header row with the columns Company Name, Series A Date, Funding Amount (USD), Lead Investors, Founder Names, LinkedIn URLs, Contact Email, Source URL, followed by one row for each company.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Identify SaaS finance startups with a verifiable Series A announcement between 2023-01-01 and 2024-06-30",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Extract the company name and exact Series A date for each qualifying startup",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "Extract the funding amount in U.S. dollars and the lead investors for each qualifying startup",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Gather founder information and publicly available contact details for each qualifying startup",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "List the full names of all founders for each qualifying startup",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "Provide LinkedIn profile URLs for the company or for each founder",
            "weight": 1
          },
          {
            "id": "cp2-3",
            "requirements": "Provide any publicly listed contact email address for the company or founders",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Validate completeness and correctness of each record before final compilation",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Exclude companies lacking a verifiable Series A announcement or missing at least one founder name",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Confirm that all funding amounts are expressed in U.S. dollars and correctly rounded",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Compile all verified records into the CSV file SaaS_Finance_SeriesA_Prospects.csv with the required header and rows",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Create a CSV file that includes a header row with columns: Company Name, Series A Date, Funding Amount (USD), Lead Investors, Founder Names, LinkedIn URLs, Contact Email, Source URL",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "Populate the CSV with one row per qualifying company and provide the file path of the generated CSV",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Information Retrieval & Knowledge QA"
  },
  "19": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "The task is to identify the most reputable beauty centers in Rome. Begin by locating at least ten active online forums or discussion boards where users discuss Roman beauty centers, and obtain the URLs of the highest‑ranking pages together with short summaries. From each forum, extract the user comments and review excerpts that appear in the search snippets. Each comment should be evaluated for sentiment, assigning a positivity score on a scale from zero to ten. Using these scores, calculate the average sentiment for every beauty center mentioned across all forums, as well as the count of positive mentions. Rank the centers according to their average scores and select the five with the highest values. Produce a markdown table and a CSV file that list each selected center’s name, its average sentiment score, the number of positive mentions, and the URLs of the source forums. Additionally, create a bar‑chart visualizing the average scores of the top five centers and an illustrative summary image that combines the names and scores of these centers. The final deliverables consist of the markdown table, the CSV file, a PNG bar‑chart, the summary image, and a concise narrative describing the methodology and findings.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A compiled list of at least ten active online forums or discussion boards about Roman beauty centers, each with its URL and a short summary, is produced and presented.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "The URLs of the highest‑ranking pages for each identified forum are gathered and a concise summary of the forum’s relevance is provided.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "Verification that each forum has recent activity (posts within the last three months) is documented.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "User comments and review excerpts are extracted from each forum and each comment is annotated with a positivity score from 0 to 10.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "A collection of the extracted comments and snippets, grouped by source forum, is assembled.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "A positivity score (0‑10) is assigned to every extracted comment based on its sentiment.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "For every beauty center mentioned, the average sentiment score and the total count of positive mentions (score ≥ 7) are calculated and recorded.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "The average sentiment score for each center across all comments is computed.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "The number of positive mentions (score ≥ 7) for each center is tallied.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Deliverables summarizing the top five centers are generated: a markdown table, a CSV file, a PNG bar‑chart, an illustrative summary image, and a concise narrative of methodology and findings.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "A markdown table and a CSV file listing the top five beauty centers with their names, average sentiment scores, positive‑mention counts, and source‑forum URLs are produced and provided.",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "A PNG bar‑chart visualizing the average scores of the top five centers is created and included.",
            "weight": 1
          },
          {
            "id": "cp4-3",
            "requirements": "An illustrative summary image combining the names and scores of the top five centers is generated and delivered.",
            "weight": 1
          },
          {
            "id": "cp4-4",
            "requirements": "A concise narrative describing the methodology, data sources, analysis steps, and key findings is written and supplied.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Business & Marketing Strategy"
  },
  "20": {
    "tools": [],
    "files": [
      {
        "type": "file",
        "path": "resources/images/20.jpg",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "From the image located at resources/images/20.jpg, determine the brand name displayed on the dog harness. Using that brand name, locate the brand’s official website and find the ambassador story published on December 8, 2022. From that story, identify the specific type of meat that is mentioned. The response should be a JSON object containing a single key \"meat\" whose value is the exact name of the meat (for example, \"chicken\"). If the story cannot be found or no meat is referenced, the value should be null.",
        "resources": [
          {
            "type": "file",
            "path": "resources/images/20.jpg",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Brand name displayed on the dog harness is identified and recorded as a string.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "The extracted brand name is verified against the brand’s official website.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Ambassador story dated December 8, 2022 is located on the brand’s website and its URL is captured.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "The story content is confirmed to match the specified publication date.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Specific type of meat mentioned in the story is extracted and presented as the value of the JSON key \"meat\"; if absent, null is returned.",
        "weight": 1
      }
    ],
    "workflow_category_6class": "Information Retrieval & Knowledge QA"
  },
  "21": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Develop an immersive website that presents a comprehensive The Hunger Games setting collection. The site should consist of five interlinked HTML pages—Home, Districts, Capitol, Arena, and Characters—each sharing a uniform layout that includes a header, navigation menu, content area, and footer. The design should incorporate CSS and JavaScript to enable smooth scrolling and fade‑in animations, employing CSS transitions or a lightweight library. For every page, include a professional descriptive summary of three hundred to four hundred words, at least one high‑resolution illustration of at least 1024 × 768 pixels that visualizes the described element, and, when appropriate, a diagram or map such as a district map or arena layout rendered as a chart or plot. All visual assets must be saved as PNG files with descriptive filenames. Package the final deliverable as a zip archive that contains the Home page as index.html, and the remaining pages as district.html, capitol.html, arena.html, and characters.html, together with a \"css\" directory holding style.css, a \"js\" directory holding script.js, an \"images\" directory containing all PNG files, and a README.md that documents the site structure and provides instructions for opening the site. No external resources beyond the generated files should be required.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Produce a comprehensive written collection covering the five website sections (Home, Districts, Capitol, Arena, Characters) each with a 300‑400 word professional summary saved as individual markdown files.",
        "weight": 5,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Generate a 300‑400 word summary for the Home page and save as Home_content.md.",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "Generate a 300‑400 word summary for the Districts page and save as Districts_content.md.",
            "weight": 1
          },
          {
            "id": "cp1-3",
            "requirements": "Generate a 300‑400 word summary for the Capitol page and save as Capitol_content.md.",
            "weight": 1
          },
          {
            "id": "cp1-4",
            "requirements": "Generate a 300‑400 word summary for the Arena page and save as Arena_content.md.",
            "weight": 1
          },
          {
            "id": "cp1-5",
            "requirements": "Generate a 300‑400 word summary for the Characters page and save as Characters_content.md.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Generate high‑resolution PNG illustrations (≥1024×768) for each page and required diagrams, saved with descriptive filenames in the images directory.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Create a PNG illustration for the Home page and save as images/home.png.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "Create a PNG illustration for the Districts page and save as images/districts.png.",
            "weight": 1
          },
          {
            "id": "cp2-3",
            "requirements": "Create a district map diagram PNG and save as images/district_map.png.",
            "weight": 1
          },
          {
            "id": "cp2-4",
            "requirements": "Create a PNG illustration for the Capitol page and save as images/capitol.png.",
            "weight": 1
          },
          {
            "id": "cp2-5",
            "requirements": "Create a PNG illustration for the Arena page and save as images/arena.png.",
            "weight": 1
          },
          {
            "id": "cp2-6",
            "requirements": "Create an arena layout diagram PNG and save as images/arena_map.png.",
            "weight": 1
          },
          {
            "id": "cp2-7",
            "requirements": "Create a PNG illustration for the Characters page and save as images/characters.png.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Build five interlinked HTML pages with a uniform header, navigation menu, content area, and footer, and integrate CSS and JavaScript for smooth scrolling and fade‑in animations.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Produce style.css implementing the site layout, visual design, and transition effects.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Produce script.js providing smooth scrolling and fade‑in animation functionality.",
            "weight": 1
          },
          {
            "id": "cp3-3",
            "requirements": "Create index.html (Home page) linking to style.css and script.js and embedding Home_content.md and home.png.",
            "weight": 1
          },
          {
            "id": "cp3-4",
            "requirements": "Create district.html, capitol.html, arena.html, and characters.html each linking to the shared assets and embedding their respective content and images.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Assemble all generated files into a zip archive with a README.md that documents the site structure and opening instructions.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Write README.md describing directory layout, file roles, and how to launch the site locally.",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "Create final_site.zip containing index.html, district.html, capitol.html, arena.html, characters.html, css/, js/, images/, and README.md.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Creative Design & Expressive Generation"
  },
  "22": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Create a complete, self‑contained package that describes how to build a semi‑automated system for tracking the latest X (formerly Twitter) activity of OpenAI, Anthropic, DeepSeek and the five most prominent AI influencers. The system should summarize the collected content every twelve hours over a three‑day period and generate an original daily post based on the aggregated topics. All deliverables must be producible with the recommended resources and must not rely on live code execution.\n\nThe package must contain an HTML prototype named index.html that serves as the public webpage for displaying the aggregated updates. The page should use clean semantic markup, include minimal inline CSS for readability, and feature distinct sections for each tracked account, a summary panel that highlights the most frequent hot topics, and a placeholder area for the daily generated posts.\n\nA Word document called Design_Document.docx should provide a thorough project overview and objectives, a textual description of the system architecture diagram, a detailed data‑collection workflow covering API calls, twelve‑hour scheduling, and the three‑day window, an explanation of the summarization approach including prompt design and example output, a description of the daily content‑creation process outlining topic selection and post template, specifications for email dispatch with an SMTP example addressed to devina@flo.ing, and a checklist of success criteria. Each section must contain at least two paragraphs of explanatory text.\n\nA CSV file named schedule.csv must list every fetch timestamp in UTC for the three‑day period at twelve‑hour intervals, together with the accounts to be queried. The file should contain exactly fourteen rows, reflecting two fetches per day across seven days and covering the three‑day monitoring window. All timestamps must follow ISO‑8601 format (e.g., 2026-01-18T00:00:00Z).\n\nWithin the Design_Document.docx, include a fenced code block titled sample_fetch_script.py that demonstrates how to call the X API for a specific username, manage rate limits, and store the raw JSON response. The Python snippet should adhere to PEP‑8 guidelines and contain comments that explain each step.\n\nProvide a plain‑text file called post_template.txt that serves as a template for the daily generated X posts. The template should include placeholders for {date}, {topic}, and {insight} and be ready for simple string interpolation.\n\nSuccess is defined by the following criteria: index.html must be well‑formed HTML5 and render without errors in a modern browser; Design_Document.docx must contain all listed sections with the required depth of detail; schedule.csv must include the precise fourteen rows as described; the Python snippet must follow PEP‑8 style and be fully commented; and the post template must be usable for straightforward string substitution.\n\nThe work must avoid any real network calls, relying instead on illustrative code and documentation. Only the recommended resources may be employed, and no external files beyond those specified should be introduced.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Deliver a well‑formed HTML5 prototype (index.html) that displays aggregated updates for each tracked account, includes a summary panel of hot topics, and provides a placeholder for daily generated posts, and verifies that it renders without errors in a modern browser.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Provide index.html with semantic markup, distinct sections per account, minimal inline CSS for readability, a summary panel, and a placeholder area for generated posts.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "Include a browser rendering verification (e.g., screenshot or validation report) confirming no HTML errors.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Supply a Design_Document.docx containing all required sections (project overview, architecture description, data‑collection workflow, summarization approach, content‑creation process, email dispatch specification, success checklist) with at least two paragraphs per section.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Embed a fenced code block named sample_fetch_script.py that shows an X API call, rate‑limit handling, and JSON storage, fully commented and compliant with PEP‑8.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "Include an SMTP email dispatch example addressed to devina@flo.ing and describe the procedure within the document.",
            "weight": 1
          },
          {
            "id": "cp2-3",
            "requirements": "Provide a table of contents and pagination to facilitate navigation of the document.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Produce schedule.csv that lists exactly fourteen UTC timestamps at twelve‑hour intervals covering the three‑day monitoring window, each paired with the relevant accounts, all in ISO‑8601 format.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Validate that the CSV contains fourteen rows, correct timestamps, and proper account listings.",
            "weight": 2
          },
          {
            "id": "cp3-2",
            "requirements": "Confirm ISO‑8601 compliance for every timestamp entry.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Provide post_template.txt containing placeholders {date}, {topic}, and {insight} ready for simple string interpolation, and demonstrate an example rendered daily post using the template with sample data.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Show a sample filled‑in post generated from the template illustrating correct placeholder substitution.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Planning & Decision Support"
  },
  "23": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Develop a vintage‑style retro film camera web page that enables users to upload a photo, applies Kodak Portra 400 film color grading, and provides a downloadable version. The solution should automatically retrieve a Kodak Portra 400 color palette from online sources, generate a visual palette chart to embed on the page, and create a complete HTML/CSS/JavaScript site featuring a viewfinder layout, a mechanical‑shutter‑style upload button, a printer‑icon download trigger, and subtle micro‑interaction animations. Optionally, any textual content found in the uploaded image should be extracted and overlaid as a caption, and the Kodak Portra 400 film look should be applied to the uploaded image. The deliverables include a single HTML file with embedded CSS and JavaScript, a PNG file of the generated color palette chart, a sample processed image demonstrating the film effect, and documentation that records the sources of the color palette.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A fully functional vintage viewfinder layout with a mechanical‑shutter‑style upload button is rendered and accepts user‑selected images",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "The upload button visually mimics a camera shutter and opens a file selector on click",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "Responsive micro‑interaction animations play on hover and activation of the upload control",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "An accurate Kodak Portra 400 color palette is automatically fetched from online sources and displayed as an embedded PNG palette chart on the page",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "The generated palette chart image is displayed within the UI",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "Source URLs and attribution for the palette are listed in the accompanying documentation",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Uploaded photos are processed with Kodak Portra 400 film color grading; detected text is overlaid as a caption; the final image can be downloaded via a printer‑icon trigger",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "A processed image showcasing the film‑grade color transformation is rendered on the page",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Any extracted textual content from the original image is added as a caption overlay on the processed image",
            "weight": 1
          },
          {
            "id": "cp3-3",
            "requirements": "Clicking the printer icon initiates download of the processed PNG file",
            "weight": 1
          },
          {
            "id": "cp3-4",
            "requirements": "A brief animation confirms successful download when the printer icon is activated",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "A single self‑contained HTML file (with embedded CSS/JS), a PNG palette chart, a sample processed image, and a documentation file recording palette sources are produced and packaged for delivery",
        "weight": 2
      }
    ],
    "workflow_category_6class": "Creative Design & Expressive Generation"
  },
  "24": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "You will assume the roles of a seasoned researcher of Chinese culture, a game‑narrative analyst, and a UI/UX web designer. For an international audience unfamiliar with Chinese culture and the novel Journey to the West, design a comprehensive promotional and cultural‑background preview website for the upcoming game Black Myth: Wukong. The work begins with cultural research, gathering authoritative summaries about core mythological characters such as Sun Wukong and Tang Sanzang, key religious concepts from Buddhism, Taoism and folk beliefs, and iconic visual motifs like clouds, the staff and lotus. This information will be synthesized by the narrative analyst into three concise sections: a mythological background, a story‑arc overview, and a cultural‑symbolism glossary, each accompanied by a brief fun‑fact. Next, an estimate of the total page‑load weight will be calculated, assuming each generated image is roughly 150 KB and each CSS/JS bundle about 200 KB for a five‑page prototype, with the result expressed in megabytes to two‑decimal precision. A user‑journey visualization will then be created as a flow‑chart‑style diagram mapping a typical visitor’s path from the landing page through mythology introduction, character profiles, gameplay trailer and call‑to‑action, and exported as a PNG image. Three illustrative mock‑up images will be produced, depicting Sun Wukong wielding the Ruyi Jingu Bang against a swirling cloud backdrop, Tang Sanzang meditating on a lotus platform, and a stylized map of the Five Mountains. All textual sections, the load‑size table, the flow‑chart PNG, and the three illustrations will be combined into a fully‑styled static site. The HTML prototype must include a responsive navigation bar, dedicated sections for mythological background, narrative overview and cultural glossary, an embedded static image of the diagram with a caption, and a “Download Asset Sheet” button linking to a CSV generated from the glossary (optional). The deliverables are the HTML file named black_myth_wukong_preview.html, the diagram image user_journey_diagram.png, the three illustration files illustration_1.png, illustration_2.png, illustration_3.png, a CSV file cultural_glossary.csv listing each term, a short markdown summary of no more than two hundred words describing how the workflow bridges cultural gaps and boosts user interest, and documentation of each step indicating the tool employed and providing raw outputs where applicable.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Provide authoritative cultural research summaries for core mythological characters, religious concepts, and visual motifs, each delivered as a concise, citation‑backed text block",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "A summary of Sun Wukong’s mythological origins and symbolism is produced",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "A summary of Tang Sanzang’s role and cultural significance is produced",
            "weight": 1
          },
          {
            "id": "cp1-3",
            "requirements": "Key Buddhist, Taoist, and folk‑religious concepts relevant to Journey to the West are summarized",
            "weight": 1
          },
          {
            "id": "cp1-4",
            "requirements": "Iconic visual motifs (clouds, staff, lotus) are described with reference images listed",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Synthesize research into three website content sections, each accompanied by a fun‑fact, and compile a glossary CSV",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Mythological background section (with fun‑fact) is written and ready for HTML insertion",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "Story‑arc overview section (with fun‑fact) is written and ready for HTML insertion",
            "weight": 1
          },
          {
            "id": "cp2-3",
            "requirements": "Cultural‑symbolism glossary (with fun‑facts) is compiled and exported as cultural_glossary.csv",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Calculate and present total page‑load weight for the five‑page prototype, showing individual asset sizes and a summed megabyte value rounded to two decimals",
        "weight": 2
      },
      {
        "id": "cp4",
        "requirements": "Generate all visual assets, assemble the fully‑styled static site, and produce supporting documentation",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "User‑journey flow‑chart diagram is created and exported as user_journey_diagram.png",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "Three illustrative mock‑up images (illustration_1.png, illustration_2.png, illustration_3.png) are rendered and saved",
            "weight": 1
          },
          {
            "id": "cp4-3",
            "requirements": "Responsive HTML prototype (black_myth_wukong_preview.html) incorporating all text sections, diagram, illustrations, navigation bar, and download button is generated",
            "weight": 1
          },
          {
            "id": "cp4-4",
            "requirements": "A markdown summary (≤200 words) describing the cross‑cultural workflow is produced",
            "weight": 1
          },
          {
            "id": "cp4-5",
            "requirements": "Documentation detailing each step, the tools used, and raw output snippets is compiled",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Creative Design & Expressive Generation"
  },
  "25": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "The project involves creating an interactive text‑based simulation that models the operations of a major technology company. The simulation should be built in Python and must incorporate corporate milestones and financial data gathered from reliable sources. This information will be used to calculate growth metrics such as revenue compound annual growth rate and changes in market share for each historical era. All decision points, outcomes, and the computed metrics must be compiled into a CSV file. The accompanying narrative, decision logic, and user instructions should be composed and formatted as a polished user manual in a Word document. Additionally, a presentation summarizing the game flow, key decisions, and simulated company performance should be prepared in a PowerPoint file. A line chart visualizing the simulated revenue trajectory over time must be generated as a PNG image. The deliverables consist of a fully runnable Python script implementing the simulation, the CSV file containing decision data, the DOCX user manual, the PPTX overview, and the PNG plot of revenue over time.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A validated dataset of corporate milestones and historical financial figures is compiled and stored in a structured format ready for simulation use",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Key corporate decisions and dates are extracted from reputable sources and listed in a timeline table",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "Financial indicators (revenue, market share) for each era are gathered, cleaned, and saved as CSV rows",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "A fully functional Python script that runs the interactive text‑based simulation and outputs computed growth metrics",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Core simulation engine calculates revenue CAGR and market‑share changes based on user choices",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "Command‑line interface presents decision points, records choices, and displays outcome summaries",
            "weight": 1
          },
          {
            "id": "cp2-3",
            "requirements": "Simulation execution generates a CSV file containing every decision, outcome, and calculated metric",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A polished DOCX user manual that explains game narrative, decision logic, and provides clear player instructions",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Narrative sections describing each historical era and its strategic context are written and formatted",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Step‑by‑step gameplay guide, including command syntax and interpretation of metrics, is inserted and styled",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "A PowerPoint presentation that summarizes game flow, highlights key decisions, and visualizes simulated company performance",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Slide deck outline with sections for timeline, decision branches, and results is created",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "Slides are populated with text, tables, and the revenue trajectory chart, and saved as a PPTX file",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp5",
        "requirements": "A PNG line chart accurately visualizing the simulated revenue trajectory over the entire timeline",
        "weight": 1
      }
    ],
    "workflow_category_6class": "Planning & Decision Support"
  },
  "26": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Develop a complete twenty‑page children’s picture book centered on a kind fox. Begin by researching online sources to identify a suitable short storyline. Using that storyline, craft a narrative of three hundred words and distribute the text evenly across the twenty pages, aiming for roughly fifteen words on each page while calculating the precise word count for every page. For each page, create a warm‑bright illustration that captures the described scene. Additionally, produce a simple bar chart that visualizes the word count allocated to each page. Finally, integrate the story text, the twenty illustrations, and the chart into a single responsive HTML document that presents the book one page at a time and includes navigation controls for moving between pages.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Research and define a concise, age‑appropriate storyline for a 20‑page picture book about a kind fox",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "A short storyline (≤ 5 sentences) is documented with citations from online sources",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "A 300‑word narrative is composed and segmented into 20 pages with exact word count per page recorded",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Produce and verify one warm‑bright illustration for each of the 20 pages",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Exactly 20 illustrations are generated, one per page",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "Each illustration accurately depicts the scene described on its corresponding page",
            "weight": 2
          },
          {
            "id": "cp2-3",
            "requirements": "All illustrations share a consistent warm, bright style and feature a uniformly designed kind fox",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Create a visual summary of word distribution across pages",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "A bar‑chart image is generated showing the word count (≈15) for each of the 20 pages",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Chart labels and values match the recorded page word counts",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Assemble a responsive HTML book with navigation and embedded assets",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "A single HTML document is produced that displays one page at a time with its text, illustration, and next/previous navigation controls",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "All 20 pages are accessible, layout is responsive, and HTML validates without errors",
            "weight": 1
          },
          {
            "id": "cp4-3",
            "requirements": "The bar‑chart is embedded on a summary page and correctly reflects the word‑count data",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Creative Design & Expressive Generation"
  },
  "27": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Create a comprehensive three‑minute guided meditation package that emphasizes breath awareness and body sensations. The project should involve gathering authoritative guidance on breath‑focused meditation, partitioning the total three‑minute timeframe into well‑balanced portions for an opening introduction, breathing instructions, a body‑scan segment, and a concluding close, and then drafting a detailed script that includes precise timings for each part. Additionally, develop a visual diagram that illustrates the breath cycle, clearly showing inhalation and exhalation timing, and produce a calming background image that reflects the theme of the script. Finally, assemble the script, diagram, and background image into a polished PDF document. The required deliverables are the meditation script in DOCX format, the breath‑cycle diagram as a PNG file, the background image as a PNG file, and the completed PDF package.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Meditation script drafted with precise timing allocations for each segment and delivered in DOCX format",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Opening introduction (0:00‑0:30) text with exact timing included",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "Breathing instructions (0:30‑1:30) with exact timing included",
            "weight": 1
          },
          {
            "id": "cp1-3",
            "requirements": "Body‑scan segment (1:30‑2:45) with exact timing included",
            "weight": 1
          },
          {
            "id": "cp1-4",
            "requirements": "Concluding close (2:45‑3:00) with exact timing included",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Breath‑cycle diagram illustrating inhalation and exhalation timing produced as a PNG file",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Diagram includes labeled phases with exact second counts for inhalation and exhalation",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "Diagram is high‑resolution PNG (minimum 300 DPI) suitable for print",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Calming background image reflecting the meditation theme generated as a PNG file",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Image matches the script’s color palette and serene mood",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Image resolution is at least 1200 × 1600 pixels for clear PDF presentation",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Full PDF package assembled, containing the DOCX script, breath‑cycle diagram, and background image, and saved as a PDF file",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "PDF includes script text, embedded diagram, and background image as cover or interior page",
            "weight": 2
          },
          {
            "id": "cp4-2",
            "requirements": "PDF opens without errors, all assets display correctly, and file passes standard PDF validation",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Educational & Instructional Content"
  },
  "28": {
    "dialogs": [
      {
        "role": "user",
        "content": "Create a static website for a fictional law firm inspired by the television series “Better Call Saul”. The site should consist of three responsive HTML pages—Home, About, and Contact—that all reference a single CSS stylesheet to ensure a consistent appearance. Each page must contain placeholder text and include at least one royalty‑free image that directly reflects a legal theme such as scales of justice, a courtroom interior, or a cityscape. For each image, locate a publicly accessible URL, then generate a description of the image to verify that the content matches the intended subject; only images whose description confirms relevance may be used. Assemble the three HTML files, the shared CSS file, and a README.txt that provides deployment instructions together with the verified image source URLs and their corresponding descriptions. Compress these items into a zip archive named \"better_call_saul_law_firm_website.zip\". The deliverable is considered successful when all pages load without broken links, the images appear correctly, the stylesheet is applied uniformly across pages, and the README lists each image source alongside its verification description.",
        "resources": []
      }
    ],
    "tools": [],
    "files": [],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A zip archive named 'better_call_saul_law_firm_website.zip' containing three responsive HTML pages (Home, About, Contact), a shared CSS stylesheet, and a README.txt with deployment instructions and verified image source URLs is produced and can be downloaded without errors.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "All three HTML pages load in a browser, display placeholder text, and show the assigned legal‑theme image without broken links.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "The shared CSS stylesheet is applied uniformly across Home, About, and Contact pages, confirming consistent layout and styling.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "For each of the three images, a publicly accessible URL is documented and an AI‑generated description confirming that the image depicts a legal theme (e.g., scales of justice, courtroom interior, cityscape) is included in the README.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Each image URL returns an HTTP 200 status and the image file loads correctly on its respective page.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "The description in the README matches the visual content of the image, verified by visual inspection.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "The final website archive passes validation: no broken links, all images visible, stylesheet applied, and README contains accurate deployment steps and image verification data.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "When the zip is extracted and opened locally, all files are present and correctly named.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Opening each HTML file in a modern browser renders the page without console errors or missing resources.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Creative Design & Expressive Generation"
  },
  "29": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Conduct comprehensive market research to identify UK-listed companies that provide compute power leasing services, including cloud infrastructure, high‑performance computing, and GPU rental. The process should involve gathering recent company announcements, equity research reports in PDF or DOCX format, and credible news articles; extracting the pertinent textual information from these documents; synthesizing the extracted data to assess each company’s operational scale, such as leasing revenue, the number of rented units, and data‑center capacity; creating a comparative table and a bar‑chart that visualise the scale metrics across the companies; and compiling a professional PDF report that includes a concise methodology, individual company profiles with sourced figures, the comparative table, the generated chart, and full source citations. The final deliverable is the completed PDF document.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Company identification",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "List only companies listed on UK stock exchanges",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "Each listed company must be involved in compute power leasing, cloud, GPU rental, HPC, or similar",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Operational scale estimation for each company",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Each company includes at least one scale indicator (e.g., number of GPUs, data centers, revenue, client base)",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "Each scale claim is supported by a citation or reference to a public source (filing, article, report)",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Extraction and synthesis of source information into a structured dataset",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Relevant textual data from all gathered PDFs, DOCX files, and articles is extracted and compiled into a machine‑readable dataset",
            "weight": 2
          },
          {
            "id": "cp3-2",
            "requirements": "The compiled dataset is synthesized to produce comparable scale metrics for each company",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Visualization and final reporting",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "A comparative table presenting each company’s scale metrics is generated and included in the deliverable",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "A bar‑chart visualising the scale metrics across the companies is created and embedded",
            "weight": 1
          },
          {
            "id": "cp4-3",
            "requirements": "A professional PDF report containing methodology, company profiles with sourced figures, the comparative table, the chart, and full citations is compiled and delivered",
            "weight": 2
          }
        ]
      }
    ],
    "workflow_category_6class": "Business & Marketing Strategy"
  },
  "32": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "The objective is to identify the five meme cryptocurrencies that received the highest number of Twitter mentions during the previous week. The process begins by gathering recent public reports or datasets, preferably PDF documents, that summarize Twitter discussions surrounding meme coins. From these sources, the relevant mention counts for each coin are extracted and then aggregated to determine each coin's total mentions as well as its percentage share of overall meme‑coin mentions. A bar chart is produced to visualize the rankings of the top five coins, and an HTML report is compiled that includes a summary table, the chart image, and a concise description for each of the five cryptocurrencies. The final deliverables consist of the HTML file along with the accompanying chart image.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A compiled dataset of weekly Twitter mention counts for all meme cryptocurrencies is produced.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "A table listing each meme coin with its total mention count for the week is generated.",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "The total number of mentions across all meme coins is calculated and documented.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "A ranked list of the five meme coins with the highest mention counts is produced.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "A bar chart visualizing the mention counts of the top five meme coins is generated and saved as an image file.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "A summary table showing coin name, mention count, and percentage share of total meme‑coin mentions is included in the report.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "An HTML report containing the ranking table, bar chart image, and brief descriptions for each of the five cryptocurrencies is compiled.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "The HTML file includes a concise description (max two sentences) for each of the five cryptocurrencies.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "The HTML report links to the bar chart image and presents the summary table in a clear format.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "All deliverables (HTML report and chart image) are packaged and ready for download.",
        "weight": 1,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "A zip archive containing the HTML file and chart image is created.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Data Analysis & Quantitative Reasoning"
  },
  "34": {
    "dialogs": [
      {
        "role": "user",
        "content": "The task requires investigating browser capabilities for playing raw PCM audio, gathering information on relevant web technologies, and condensing the results into a requirement specification document. It also involves determining optimal audio buffer sizes for typical sample rates, producing a performance benchmark chart that relates playback latency to sample rate, and delivering a complete web player built with HTML, CSS, and JavaScript that can load and play PCM files using the Web Audio API. The final deliverables consist of a Word document (.docx) containing the requirements and design notes, a PNG image of the benchmark chart, and a self‑contained HTML file with embedded styles and scripts.",
        "resources": []
      }
    ],
    "tools": [],
    "files": [],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Requirement specification document (.docx) outlining browser support, Web Audio API usage, PCM parameters, and optimal buffer sizes is produced and included.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Document contains a comparative table of major browsers (Chrome, Firefox, Edge, Safari) and their support for raw PCM playback via Web Audio API.",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "Recommended buffer size calculations for common sample rates (44.1kHz, 48kHz, 96kHz) are presented with justification.",
            "weight": 1
          },
          {
            "id": "cp1-3",
            "requirements": "Design notes describe handling of bit depth, channel count, and endianness within the player implementation.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Performance benchmark chart (PNG) showing playback latency versus sample rate for the implemented player is generated and included.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Latency measurements are collected for sample rates 22.05kHz, 44.1kHz, 48kHz, and 96kHz using standardized test PCM files.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "Chart visualizes latency trends, includes axis labels, legend, and annotations of optimal buffer sizes.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Self‑contained web player (HTML file) with embedded CSS and JavaScript that loads and plays PCM files via the Web Audio API is delivered.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Player UI provides file selection (local upload or remote URL), play, pause, stop controls, and a real‑time progress bar.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "JavaScript decodes raw PCM data respecting sample rate, bit depth, and channel count, and streams it through an AudioBufferSourceNode.",
            "weight": 1
          },
          {
            "id": "cp3-3",
            "requirements": "Audio playback is smooth with no audible distortion or latency beyond the benchmark limits.",
            "weight": 1
          },
          {
            "id": "cp3-4",
            "requirements": "All resources (styles, scripts) are inlined so the HTML file works standalone in modern browsers.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "All deliverables (.docx specification, PNG benchmark chart, HTML player) are packaged, validated for correctness, and ready for handoff.",
        "weight": 1,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Specification document opens without errors and all tables/figures render correctly.",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "Benchmark PNG displays clearly in common image viewers.",
            "weight": 1
          },
          {
            "id": "cp4-3",
            "requirements": "HTML player loads in latest versions of Chrome, Firefox, and Edge and passes functional tests.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Information Retrieval & Knowledge QA"
  },
  "35": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Produce a comprehensive product requirements document (PRD) for a mobile‑first GRE vocabulary web application that emphasizes daily word memorization and mirrors GRE testing formats. The PRD must be delivered as a single HTML file. Within that file include a project overview and goals, detailed user personas together with at least three key user stories, a feature specification table that covers core functionalities such such as a word list, spaced‑repetition scheduling, multiple‑choice quiz, fill‑in‑the‑blank, synonym/antonym matching, and timed mock tests, as well as optional enhancements like progress analytics, push notifications, and offline mode. Additionally embed UI wireframes for the main screens—home, word card, quiz, and results—provided as PNG images, and include a data model diagram illustrating the entities User, Word, Session, and Performance rendered as a simple plot image. The document should also contain acceptance criteria and measurable success metrics, for example at least eighty percent of users completing five daily sessions for thirty days and achieving quiz accuracy of seventy percent or higher. All textual content must be clear, professionally worded, and organized using appropriate headings, bullet lists, and tables. No external files are supplied; all required assets must be generated programmatically.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A single HTML PRD file is produced containing all required sections, formatting, and embedded assets.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "HTML includes a project overview and goals section with professionally worded content.",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "HTML includes at least three detailed user personas and corresponding user stories.",
            "weight": 1
          },
          {
            "id": "cp1-3",
            "requirements": "A feature specification table covering core functionalities and optional enhancements is present and correctly formatted.",
            "weight": 1
          },
          {
            "id": "cp1-4",
            "requirements": "Acceptance criteria and measurable success metrics are documented within the HTML file.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "All required UI wireframes (home, word card, quiz, results) are programmatically generated as PNG images and embedded inline in the HTML.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Home screen wireframe PNG is generated and displayed within the document.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "Word card screen wireframe PNG is generated and displayed within the document.",
            "weight": 1
          },
          {
            "id": "cp2-3",
            "requirements": "Quiz screen wireframe PNG is generated and displayed within the document.",
            "weight": 1
          },
          {
            "id": "cp2-4",
            "requirements": "Results screen wireframe PNG is generated and displayed within the document.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A data model diagram illustrating User, Word, Session, and Performance entities is generated as a plot image and embedded in the HTML.",
        "weight": 2
      },
      {
        "id": "cp4",
        "requirements": "Final PRD passes verification: all sections present, assets render correctly, headings, bullet lists, tables, and success metrics meet the specified thresholds.",
        "weight": 1
      }
    ],
    "workflow_category_6class": "Business & Marketing Strategy"
  },
  "36": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "The assignment is to locate every Apple Inc. patent that pertains to Augmented Reality or Virtual Reality and that was published from January 1 2018 through December 31 2023. For each identified patent the complete set of claim statements must be captured and assembled into a single Microsoft Word document (DOCX). The document should open with a title page that displays the project name and the date the report is generated, followed by a table of contents that provides navigation links to the individual patent sections. Each patent section must contain the patent number, its title, the publication date, a direct URL to the official patent publication page, and a sequential list of all claim statements exactly as they appear in the original patent. Headings should be applied consistently, using top‑level headings for the patent numbers and sub‑headings for the claims to facilitate easy navigation. The collection must include at least ten distinct Apple patents covering AR or VR technologies. The final Word file must be fully formatted for distribution and contain no placeholder content.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A verified list of at least ten Apple Inc. patents related to AR or VR, each published between 2018-01-01 and 2023-12-31, including patent number, title, publication date, and direct URL.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Patents satisfying the date and technology criteria are identified from official patent databases (USPTO, EPO, Google Patents).",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "Each identified patent is confirmed to reference AR or VR concepts in its abstract, claims, or description.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "For every patent in the list, a complete, verbatim collection of all claim statements is extracted and stored.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "The full specification document for each patent is downloaded from the official publication page.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "The claim section is copied exactly as published, preserving order and original wording.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A single Microsoft Word (DOCX) file is produced that contains a title page, a hyperlinked table of contents, and a structured section for each patent with all required details and claims formatted with hierarchical headings.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "The document opens with a title page displaying the project name and the generation date.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "A table of contents is generated with clickable links to each patent’s section.",
            "weight": 1
          },
          {
            "id": "cp3-3",
            "requirements": "Each patent section includes a top‑level heading with the patent number, sub‑headings for title, publication date, URL, and a numbered list of claim statements using appropriate heading styles.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "The final DOCX file is fully formatted, contains no placeholder text, and is delivered ready for distribution.",
        "weight": 1
      }
    ],
    "workflow_category_6class": "Information Retrieval & Knowledge QA"
  },
  "37": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "The team must identify at least five highly‑rated restaurants located within a 2 km radius of ByteDance Singapore headquarters that can accommodate ten or more diners and charge no more than 100 SGD per person. For each venue the name, address, average price per person and a representative image URL should be gathered. Using the provided coordinates of the headquarters (1.3069° N, 103.8615° E) the walking distance to each restaurant should be estimated as a straight‑line distance based on latitude and longitude derived from the address information. A concise natural‑language description of each restaurant image must be produced. The locations of the restaurants together with the headquarters should be visualized on a map that is exported as an image. All of this information – restaurant details, estimated distances, image descriptions and the map image – should be compiled into an interactive HTML page that also includes Google Maps directions links for every venue. The final deliverable is the ready‑to‑share HTML file.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A verified list of at least five highly‑rated restaurants within 2 km of ByteDance Singapore HQ that can seat ≥10 diners and cost ≤100 SGD per person, each entry containing name, address, average price per person, and a representative image URL.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Restaurants meeting seat, budget, and rating criteria are identified from authoritative sources.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "For each identified restaurant, name, address, average price per person, and an image URL are collected.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Straight‑line distances (km) from HQ coordinates (1.3069 N, 103.8615 E) to each restaurant are computed and recorded.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Latitude and longitude for each restaurant are derived from its address and used to calculate haversine distance.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A concise natural‑language description of each restaurant image is generated.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Image description summarises visible interior/exterior features and ambience.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "A map image visualising the HQ and all selected restaurants with markers is exported.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Map includes legend and is saved as a PNG image.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp5",
        "requirements": "An interactive HTML page is created that incorporates the restaurant table, distance data, image descriptions, map image, and Google Maps directions links for each venue, and is ready for sharing.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp5-1",
            "requirements": "HTML file contains a responsive layout and clickable direction links for every restaurant.",
            "weight": 2
          }
        ]
      }
    ],
    "workflow_category_6class": "Planning & Decision Support"
  },
  "38": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "The project requires developing a comprehensive concert‑tour planning webpage for the 2025 global tour announcements covering K‑pop, Western (US/Europe), and Chinese artists. The work begins with gathering official tour schedules, dates, cities, venues, and ticketing platforms for each artist from authoritative sources and summarizing this information into structured tables. In addition, travel tips and city guides for each destination should be crafted, including sample itineraries covering flights, accommodation, and local transport. Visual assets must be created, comprising artist posters and highlight photographs as well as a world map that marks all tour locations. Descriptive alternative text should be supplied for every image. All content is to be assembled into a single, styled HTML file that presents the artist list with schedules and ticket links, the travel guide sections, and the embedded images together with the tour‑map visualization. The page should also provide download links for a PDF travel guide (produced separately) and a zip archive containing all images. The final deliverables are the HTML file, the PDF travel‑guide document, the PNG tour‑map image, and the ZIP archive of the generated images.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A structured HTML table for each artist containing tour dates, cities, venues, and ticketing URLs is generated and embedded in the webpage.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Official tour schedule data for each artist is collected from authoritative sources and compiled into a machine‑readable format.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "HTML tables are rendered with sortable columns and functional ticket‑platform hyperlinks.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "All visual assets (artist posters, highlight photos, and a world‑map PNG marking tour locations) are created, optimized, and included with descriptive alt text.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Poster image for each artist is produced in 1080×1920 PNG and accompanied by alt text describing the artist and tour theme.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "A world‑map PNG highlighting every tour city with a legend is generated and embedded in the page.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Comprehensive travel‑guide sections for every destination, including city‑specific tips and sample itineraries (flights, accommodation, local transport), are authored and displayed.",
        "weight": 2
      },
      {
        "id": "cp4",
        "requirements": "Final deliverables — styled HTML page, PDF travel guide, PNG tour‑map image, and ZIP archive of all images — are packaged and functional download links are provided on the webpage.",
        "weight": 2
      }
    ],
    "workflow_category_6class": "Planning & Decision Support"
  },
  "39": {
    "dialogs": [
      {
        "role": "user",
        "content": "The task involves obtaining publicly available price data for the Mega 7 portfolio covering the most recent three‑month period, applying a dual moving‑average trading strategy that uses a 10‑day simple moving average as the fast line and a 30‑day simple moving average as the slow line, generating daily buy, sell, or hold signals based on the crossover of these averages, calculating the cumulative rate of return for the entire interval, and preparing a professional PDF report. The report must contain an executive summary that states the final return expressed as a percentage with two decimal places, a concise description of the methodology, a table that records each trade date together with the corresponding signal and the portfolio value after the trade, and a line chart that juxtaposes the equity curve produced by the strategy with the raw price series of the portfolio. Success is measured by the inclusion of all required sections, the accuracy of all calculations, and the correct rendering of the chart. No external files are supplied; the necessary price data should be sourced from publicly accessible resources.",
        "resources": []
      }
    ],
    "tools": [],
    "files": [],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A PDF report is produced that includes an executive summary stating the final cumulative return as a percentage with two decimal places, and a concise methodology description.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Executive summary page containing the final return (e.g., 5.23%) is present.",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "Methodology section describing the dual moving‑average approach and data source is included.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "A trade log table listing each trade date, the generated signal (buy, sell, hold), and the portfolio value after the trade is embedded in the report.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Table header rows for Date, Signal, Portfolio Value are present.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "All trade rows correspond to actual crossover events identified in the data.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A line chart overlaying the strategy equity curve and the raw price series for the three‑month period is rendered and placed in the report.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Equity curve line accurately reflects cumulative portfolio value after each signal.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Price series line matches the sourced Mega 7 price data points.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "All calculations—including 10‑day and 30‑day simple moving averages, crossover signal generation, and cumulative rate of return—are validated against the source data and shown to be correct.",
        "weight": 2
      }
    ],
    "workflow_category_6class": "Data Analysis & Quantitative Reasoning"
  },
  "40": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "The task requires collecting historical LME copper futures price data covering the most recent six‑month period and extracting the full series of closing prices. From this series you must determine the primary fluctuation range, reporting both the minimum and maximum closing values together with the overall span between them. In addition, you should pinpoint the three most significant macroeconomic developments or industry news items that had a clear impact on price movements during the same timeframe. A line chart that visualizes the price trend over the six months must be produced, and a professional Word report should be assembled. The report needs to present the calculated price range, embed the chart, and provide a concise analysis that directly links each identified event to the corresponding price changes. The final deliverables are a CSV file containing the raw price data along with the computed statistics, a PNG image of the price‑trend chart, and a DOCX document summarizing the findings and correlations.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A CSV file containing the full series of closing prices for LME copper futures over the last six months, together with the computed minimum, maximum, and overall price‑range values, is produced and supplied.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "The CSV includes a date column and a closing‑price column for each trading day in the six‑month period.",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "Additional columns report the identified minimum price, maximum price, and the numeric span between them.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "A PNG image of a line chart visualizing the six‑month price trend, with markers highlighting the dates of the three identified macroeconomic/industry events, is generated.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "The chart displays closing price on the Y‑axis and date on the X‑axis, covering the full six‑month horizon.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "Event markers annotate the chart at the points where each of the three key events occurred.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A professional Word (DOCX) report that presents the price‑range statistics, embeds the PNG chart, and provides a concise analysis linking each of the three events to the observed price movements is compiled.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "The report includes a table summarizing the minimum, maximum, and range values.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "The PNG chart is inserted in the report with an appropriate caption.",
            "weight": 1
          },
          {
            "id": "cp3-3",
            "requirements": "For each of the three events, a paragraph explains the event, its date, and the corresponding price reaction observed in the data.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Data Analysis & Quantitative Reasoning"
  },
  "41": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Research and compile a comprehensive report covering all wireless‑charging enabled Bluetooth earbuds launched worldwide over the past five years. The deliverable should include a collection of product listings, specifications, launch dates, price ranges, and average user ratings sourced from reputable references, followed by processing that normalizes the data, removes duplicate entries, and computes summary statistics such as the average price for each release year. A visual price‑trend chart illustrating price variations across launch years must be created, and the complete dataset should be exported to a CSV file containing columns for Brand, Model, Launch Date, Wireless‑Charging Support, Price Range, and Avg Rating. Finally, assemble a polished PDF report that presents an executive summary, incorporates the price‑trend chart, and features a table ranking the top ten earbuds by rating.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A consolidated, validated dataset of wireless‑charging enabled Bluetooth earbuds launched globally between 2019 and 2024, containing brand, model, launch date, wireless‑charging support, price range, and average user rating, sourced from reputable references.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Product listings with all required fields are extracted from at least five independent reputable sources and compiled.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "All dates are normalized to ISO‑8601 format, price ranges converted to numeric min‑max values, and ratings standardized to a 0‑5 scale.",
            "weight": 2
          },
          {
            "id": "cp1-3",
            "requirements": "Duplicate entries are identified and removed, ensuring each unique earbud model appears only once.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Summary statistics and visualizations are produced from the cleaned dataset.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "A table of average price and average rating per launch year is generated.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "A line chart illustrating price trends across launch years is created and saved as an image file.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "The final cleaned dataset is exported to a CSV file with columns Brand, Model, Launch Date, Wireless‑Charging Support, Price Range, and Avg Rating.",
        "weight": 1
      },
      {
        "id": "cp4",
        "requirements": "A polished PDF report is assembled, containing an executive summary, the price‑trend chart, and a table ranking the top ten earbuds by rating.",
        "weight": 2
      }
    ],
    "workflow_category_6class": "Data Analysis & Quantitative Reasoning"
  },
  "42": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Create a fully interactive Pokédex web page that presents the first fifty Pokémon. The page should display each Pokémon's official name, its type or types, and its base stats, obtained from reliable sources. Compute summary metrics such as the average base stats for each type, and produce a bar‑chart illustrating the distribution of types across the set. For visual representation, generate a 64×64 pixel sprite for every Pokémon based on a descriptive prompt (for example, “pixel art of Bulbasaur standing on grass”). Combine all gathered data, the generated sprites, and the type‑distribution chart into a single responsive HTML document that includes search capability, filtering by type, and pagination. The required deliverables are the index.html file, the chart image, and the collection of sprite PNG files.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Deliver a responsive HTML document (index.html) that structures the Pokédex with real‑time search, type filtering, and pagination controls for the 50 entries.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "A functional search bar that returns matching Pokémon names as the user types.",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "A type‑filter dropdown that limits displayed entries to the selected Pokémon type(s).",
            "weight": 1
          },
          {
            "id": "cp1-3",
            "requirements": "Pagination component showing 10 Pokémon per page and allowing navigation through all 50 entries.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Provide accurate data for the first 50 Pokémon, including official name, one or more types, and base stats (HP, Attack, Defense, Sp. Attack, Sp. Defense, Speed).",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Data sourced from an authoritative API or dataset and saved in a JSON file included with the deliverables.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Generate and embed a 64×64 pixel sprite for each of the 50 Pokémon based on descriptive prompts, and display each sprite alongside its entry.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "A PNG sprite file for every Pokémon (50 files) produced and named <pokemon_name>.png.",
            "weight": 2
          },
          {
            "id": "cp3-2",
            "requirements": "All sprites are correctly linked in the HTML so that each entry shows its sprite without loading errors.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Compute and present summary metrics: average base stats per type and a bar chart of type distribution, included as an image and displayed on the page.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "A bar‑chart image (PNG) illustrating the count of Pokémon for each type across the 50 entries.",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "A textual summary table showing average HP, Attack, Defense, Sp. Attack, Sp. Defense, and Speed for each type present.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp5",
        "requirements": "Package all assets (index.html, chart image, 50 sprite PNGs, data JSON) so that the Pokédex works offline and all references are relative.",
        "weight": 2
      }
    ],
    "workflow_category_6class": "Data Analysis & Quantitative Reasoning"
  },
  "43": {
    "dialogs": [
      {
        "role": "user",
        "content": "The objective is to determine the current number of aircraft operating within London airspace and to deliver a professional report. First, identify a reputable live flight‑tracking source that offers real‑time aircraft counts or sector‑wise data for the London region. Then, extract the numeric information from that source, separating it into constituent figures such as counts per altitude band when necessary. Perform any required arithmetic, including summing sector totals, and resolve any implicit equations that may define overall traffic. Create a visual representation that illustrates the distribution of aircraft across altitude bands or sectors. Finally, assemble a polished PDF document that includes a concise textual summary, the calculated total count, and the generated chart. The completed deliverable is a PDF report summarizing the current aircraft count in London airspace together with a supporting visualization.",
        "resources": []
      }
    ],
    "tools": [],
    "files": [],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A reputable live flight‑tracking source that provides real‑time aircraft counts or sector‑wise data for the London region is identified and a timestamped data snapshot is captured.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Source verification confirms the availability of real‑time total or sector‑wise aircraft numbers for London airspace.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "Raw data snapshot with precise timestamp is retrieved and stored.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Numeric aircraft counts are extracted, processed, and a validated total aircraft count for London airspace is produced.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Aircraft counts are parsed per sector and/or altitude band from the snapshot.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "Arithmetic sum of sector/altitude figures and resolution of any implicit equations yields the overall traffic total.",
            "weight": 2
          },
          {
            "id": "cp2-3",
            "requirements": "The computed total is cross‑checked against source metadata for consistency.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A clear visual chart illustrating the distribution of aircraft across altitude bands (or sectors) is generated and exported as an image.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Chart displaying aircraft counts per altitude band/sector with labeled axes, legend, and title is created.",
            "weight": 2
          },
          {
            "id": "cp3-2",
            "requirements": "Chart is exported as a high‑resolution PNG image file.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "A polished PDF report containing the total count, summary narrative, and distribution chart is compiled and delivered.",
        "weight": 5,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Concise textual summary describing methodology, timestamp, and final aircraft total is written.",
            "weight": 2
          },
          {
            "id": "cp4-2",
            "requirements": "The summary, numeric tables, and chart image are embedded into a structured PDF layout.",
            "weight": 2
          },
          {
            "id": "cp4-3",
            "requirements": "The completed PDF document is exported and made ready for delivery.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Data Analysis & Quantitative Reasoning"
  },
  "44": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "The objective is to produce three concise, memorable names for an AI video generation product and confirm that the corresponding .com domains can be secured without exceeding a budget of $1000. Start with a creative brainstorming phase to generate candidate names, optionally exploring synonyms to broaden the options. For each proposed name, gather information about domain availability, an estimated purchase price, and a registration link, then verify that the price estimate does not surpass the $1000 limit. Organize the validated results into a CSV file named \"domain_names.csv\" containing the columns Name, Domain, Availability, Estimated Price (USD), and Registration URL. In addition, generate an HTML report titled \"domain_report.html\" that presents the same table, provides a brief rationale for each name, and includes a simple bar chart visualizing the price estimates.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A list of three concise, memorable AI video generation product names is produced.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Each name is accompanied by a brief rationale explaining its relevance and memorability.",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "All names consist of ≤2 syllables and are unique.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Domain availability, estimated purchase price, and registration URL for each proposed name are gathered and verified as not exceeding $1000.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "A .com domain check confirms each domain is available for registration.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "Price estimates are documented and confirmed to be ≤$1000 per domain.",
            "weight": 1
          },
          {
            "id": "cp2-3",
            "requirements": "Registration URLs are collected from the domain registrar or marketplace.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A CSV file named \"domain_names.csv\" containing Name, Domain, Availability, Estimated Price (USD), and Registration URL is generated and saved.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "The CSV file follows the specified column order and includes all three validated names.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "An HTML report \"domain_report.html\" presenting the table, rationales, and a bar chart of price estimates is created and saved.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "The report displays a table with the same data as the CSV.",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "Each name includes a brief rationale paragraph.",
            "weight": 1
          },
          {
            "id": "cp4-3",
            "requirements": "A bar chart visualizing the estimated prices for the three domains is embedded.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Business & Marketing Strategy"
  },
  "45": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Create a comprehensive \"Riddle Diary\" web prototype inspired by the Harry Potter universe. The project should begin by gathering official character profiles and signature phrases for at least five Hogwarts characters such as Harry, Hermione, Ron, Dumbledore, and Snape. Their traits must then be mapped to a set of unique opening lines and dialogue styles through a scoring algorithm. For each character, a stylized header image should be produced and enriched with magical visual effects. In parallel, a flow diagram illustrating the user journey—from character selection, through a personalized opening line, to the diary entry interface—should be developed. The full website prototype must incorporate a landing page featuring character avatars, a dynamic display of the opening line, and an interactive diary input section. A design specification document should be compiled, detailing UI components, style guidelines, dialogue scripts, and descriptions of the image assets, and a PDF export of this specification should be generated. The final deliverables are a zip package containing the HTML website files and associated assets, the PDF design specification, and a PNG flow diagram of the user journey.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A structured dataset of official profiles and signature phrases for at least five Hogwarts characters is produced and validated.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "JSON file containing each character's name, key traits, and at least one signature phrase is compiled.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "Verification report confirming inclusion of five characters with minimum three traits and one phrase each.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Stylized header PNG images with magical visual effects are created for each of the five characters.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Header image for each character at 1920x300px resolution is rendered.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "Magical visual effect layer is applied and each image is exported as PNG.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A functional web prototype zip containing landing page, character avatar selection, dynamic opening line display, and interactive diary input is delivered.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Landing page with selectable avatars for the five characters is implemented.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Algorithmic scoring selects and displays a personalized opening line and dialogue style upon character choice.",
            "weight": 1
          },
          {
            "id": "cp3-3",
            "requirements": "Diary input section records user entries and stores them locally or downloads as text.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Design specification PDF and user‑journey flow diagram PNG are produced and included in the final zip package.",
        "weight": 1,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "PNG flow diagram illustrating the complete user journey is created.",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "PDF design specification documenting UI components, style guide, dialogue scripts, and image asset descriptions is compiled.",
            "weight": 1
          },
          {
            "id": "cp4-3",
            "requirements": "All website files, header images, PNG diagram, and PDF are packaged into a single zip archive.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Creative Design & Expressive Generation"
  },
  "46": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Develop a complete teaching website for seventh‑grade mathematics. The site must include a root directory with three core files named index.html, styles.css, and script.js, as well as an assets folder that stores all images and animation files. The navigation should present main sections for algebra, geometry, statistics, and probability, with subpages for each individual topic. Each topic page must render mathematical formulas correctly and, for geometry topics such as triangles, quadrilaterals, and circles, provide interactive animations created with HTML5 Canvas or SVG that allow users to drag, rotate, or resize elements to observe property changes. All static graphics should be generated as PNG or JPEG files placed in the assets folder and accompanied by appropriate alt‑text descriptions. Organize the knowledge points as sequential “levels,” unlocking the next level after completing the exercises or quizzes for a chapter. A progress bar and the current level number should appear in the upper‑right corner, and a “complete level” button must record progress using the browser’s local storage. After each topic, include three to five multiple‑choice or fill‑in‑the‑blank questions; correct answers should trigger a success indicator and update the progress status. Ensure the website displays without errors in the latest versions of Chrome, Firefox, and Edge, and that all images have textual descriptions to support screen‑reader accessibility. Deliver the index.html, styles.css, and script.js files containing all interactive logic, the assets folder with all generated images and animation files, and a README.md that explains how to open the site locally, outlines the file structure, and provides guidance for adding new topics. Success is defined as the index.html loading fully with correctly rendered formulas, geometry animations operating smoothly, progress bar updates and persisting data after level completion, and the README enabling any user to launch the site in a static‑file browser environment.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Root project structure and core files are created, including index.html, styles.css, script.js, assets folder, and README.md, with correct directory hierarchy.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "index.html loads without syntax errors and contains navigation links for algebra, geometry, statistics, and probability.",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "styles.css provides responsive layout and is correctly linked from index.html.",
            "weight": 1
          },
          {
            "id": "cp1-3",
            "requirements": "script.js is referenced in index.html and executes without console errors.",
            "weight": 1
          },
          {
            "id": "cp1-4",
            "requirements": "README.md includes clear instructions to launch the site locally and describes the file structure.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Mathematical formulas render correctly across all topic pages using MathJax or KaTeX.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "All formula blocks display as intended in algebra and statistics pages.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "Fallback images for formulas include appropriate alt‑text for screen‑reader accessibility.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Interactive geometry animations function smoothly and allow user manipulation of shapes.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Triangle animation (Canvas/SVG) supports drag, rotate, and resize with real‑time property updates.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Quadrilateral animation supports drag, rotate, and resize with real‑time property updates.",
            "weight": 1
          },
          {
            "id": "cp3-3",
            "requirements": "Circle animation supports drag, rotate, and resize with real‑time property updates.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Level‑based progression system records completion and persists via browser local storage.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Progress bar and current level number appear in the upper‑right corner and update after each level.",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "\"Complete level\" button stores progress and retains it after page reloads.",
            "weight": 1
          },
          {
            "id": "cp4-3",
            "requirements": "Post‑topic quizzes (3‑5 multiple‑choice or fill‑in‑the‑blank questions) evaluate answers, show a success indicator, and unlock the next level.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp5",
        "requirements": "Cross‑browser compatibility and accessibility are verified.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp5-1",
            "requirements": "Site loads without errors in the latest versions of Chrome, Firefox, and Edge.",
            "weight": 1
          },
          {
            "id": "cp5-2",
            "requirements": "All static images have descriptive alt‑text for screen‑reader support.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Educational & Instructional Content"
  },
  "47": {
    "tools": [],
    "files": [
      {
        "type": "file",
        "path": "resources/images/47.jpeg",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "Create a decorative rendering of the rough house diagram located at resources/images/47.jpeg, applying an authentic Mediterranean style. The final product must be a 1920×1080 PNG image named \"mediterranean_render.png\" that incorporates at least three distinct Mediterranean motifs such as terracotta roof tiles, whitewashed walls, wrought‑iron railings, or a pastel colour palette. First, extract the layout and key elements from the input diagram. Then, conduct an online search for \"Mediterranean house interior decoration Pinterest\" and identify the three most relevant pins, recording each pin’s URL and providing a one‑sentence description of its content. Use these references as stylistic guidance to generate the styled rendering, and overlay a caption at the bottom of the image that lists the three source URLs. Deliver both the PNG image and a JSON file named \"render_summary.json\" containing the list of source URLs along with their descriptions. Success is measured by the image meeting the specified resolution and format, including the caption, and the JSON summary accurately matching the three sources.",
        "resources": [
          {
            "type": "file",
            "path": "resources/images/47.jpeg",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A structured layout extraction (e.g., JSON or SVG) of the house diagram preserving proportions is produced.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Key architectural elements (walls, roof, doors) are identified and listed.",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "Spatial coordinates of those elements are saved in a machine‑readable file.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "A JSON file containing three Mediterranean‑style Pinterest pins (URL and one‑sentence description each) is generated.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Online search for \"Mediterranean house interior decoration Pinterest\" is performed and top three relevant pins are selected.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "Each selected pin’s URL and a concise description are recorded in the JSON summary.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A 1920×1080 PNG image named \"mediterranean_render.png\" that applies the identified motifs and includes a bottom caption listing the three source URLs is generated.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "The rendering incorporates at least three distinct Mediterranean motifs (e.g., terracotta tiles, whitewashed walls, wrought‑iron railings).",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "The caption correctly concatenates the three source URLs and is placed at the image bottom.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Both \"mediterranean_render.png\" and \"render_summary.json\" are delivered as output files, and their existence and correctness are verified.",
        "weight": 1
      }
    ],
    "workflow_category_6class": "Creative Design & Expressive Generation"
  },
  "48": {
    "tools": [],
    "files": [
      {
        "type": "file",
        "path": "resources/video/48.mp4",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "Generate a transcript of the TED talk video located at resources/video/48.mp4. From this transcript create a concise summary that captures the main lecture content and isolate the five most significant points. For each of these points, obtain additional contextual information from web sources. Analyze the transcript to determine how often each keyword appears and present this information as a simple numeric overview. Finally, produce a visual mind map that illustrates the key points and their interconnections, embedding the map as an SVG within an HTML document, and accompany it with a bar‑chart that displays the keyword frequencies.",
        "resources": [
          {
            "type": "file",
            "path": "resources/video/48.mp4",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A full verbatim transcript of the TED talk video at resources/video/48.mp4 is produced and provided as plain text.",
        "weight": 3
      },
      {
        "id": "cp2",
        "requirements": "A concise summary capturing the main lecture content is generated and included.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Five most significant points from the lecture are identified and listed.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "For each of the five points, contextual information from reputable web sources is gathered and presented.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A numeric overview showing how often each relevant keyword appears in the transcript is compiled and displayed as a simple table.",
        "weight": 2
      },
      {
        "id": "cp4",
        "requirements": "An HTML document embedding an SVG mind map that visualizes the key points and their interconnections, along with a bar‑chart illustrating keyword frequencies, is produced.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "The mind map is rendered in SVG format and embedded within the HTML file.",
            "weight": 2
          },
          {
            "id": "cp4-2",
            "requirements": "A bar‑chart displaying the keyword frequency counts is generated and included in the same HTML document.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Data Analysis & Quantitative Reasoning"
  },
  "49": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Develop a comprehensive implementation package for the Chat UI Kit prototype hosted at the provided Figma link. Begin by gathering best‑practice guidelines for translating Figma designs into responsive HTML and CSS. Using those guidelines, determine appropriate responsive breakpoints for mobile, tablet, and desktop, and solve any layout dimension equations to achieve pixel‑perfect alignment. Produce a detailed implementation specification document that incorporates the extracted guidelines, the calculated breakpoint values, the component hierarchy, CSS class naming conventions, and accessibility considerations. Create a clean, well‑structured HTML skeleton file named index.html that includes placeholder sections and annotated comments referencing the computed breakpoints and specifications, along with an accompanying CSS template stub. Deliver a Word document titled Implementation_Specifications.docx and the HTML file index.html with inline CSS comments.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Guidelines and responsive design specifications compiled into a verifiable reference set.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Best‑practice guidelines for converting Figma designs to HTML/CSS are collected and cited.",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "Responsive breakpoints for mobile, tablet, and desktop are determined with exact pixel values.",
            "weight": 1
          },
          {
            "id": "cp1-3",
            "requirements": "Layout dimension equations are solved to achieve pixel‑perfect alignment across breakpoints.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Implementation specification document produced with all required sections.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Document includes extracted guidelines, breakpoint values, component hierarchy, and CSS class naming conventions.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "Accessibility considerations (ARIA roles, color contrast, keyboard navigation) are documented.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "HTML skeleton and CSS template stub generated and annotated.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "index.html file with placeholder sections and annotated comments referencing computed breakpoints and specifications is created.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "CSS template stub with media queries for defined breakpoints and BEM naming conventions is provided.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Deliverables packaged, validated, and ready for hand‑off.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Implementation_Specifications.docx Word document is generated and contains the full specification.",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "index.html passes W3C HTML validation and matches pixel‑perfect layout against the Figma prototype.",
            "weight": 1
          },
          {
            "id": "cp4-3",
            "requirements": "CSS passes W3C CSS validation and demonstrates correct responsive behavior across breakpoints.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Creative Design & Expressive Generation"
  },
  "50": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Design a comprehensive deliverable package for a browser‑based 3D modeling game comparable to Roblox or Minecraft. The workflow should begin with locating and summarizing the three most relevant open‑source web frameworks or libraries that enable real‑time 3D scene editing and basic physics directly in the browser. Next, realistic physics constants such as gravity and friction coefficients should be calculated, followed by a symbolic derivation of the motion equation for a projectile under those constants, with both the final formula and sample numeric results presented. Afterward, create a system architecture diagram that visualizes client‑side rendering, the physics engine, asset storage, and the configuration file workflow, producing an image of the diagram. Finally, compile all research findings, physics calculations, derived equations, and brief example code snippets—including an HTML/JavaScript skeleton for loading a 3D model and applying physics—into a professional requirement document and format it as a Word file named \"Game_Design_Spec.docx\". Deliverables are the DOCX file containing the research summary, physics calculations, solver output, and code examples, as well as an architecture diagram image file called \"Game_Architecture.png\". The solution must reference each tool usage step and ensure the final artefacts are ready for stakeholder review."
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Identify and summarize the three most relevant open‑source web frameworks or libraries for real‑time 3D scene editing and physics in the browser.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "A concise summary (features, licensing, community activity) for Framework A is produced and included in the research section.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "A concise summary (features, licensing, community activity) for Framework B is produced and included in the research section.",
            "weight": 2
          },
          {
            "id": "cp1-3",
            "requirements": "A concise summary (features, licensing, community activity) for Framework C is produced and included in the research section.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Calculate realistic physics constants and derive the projectile motion equation using those constants.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Gravity (9.81 m/s²) and typical friction coefficients for ground and air are computed and documented.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "A symbolic derivation of the projectile motion equation under the calculated constants is presented, with the final formula displayed.",
            "weight": 2
          },
          {
            "id": "cp2-3",
            "requirements": "Sample numeric results for a chosen launch angle and speed are calculated and shown in a table.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Produce a system architecture diagram visualizing client‑side rendering, physics engine, asset storage, and configuration workflow, and export it as a PNG image.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "The diagram image file \"Game_Architecture.png\" is generated and included as a deliverable.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Compile all research, calculations, equations, and example code into a professional Word document named \"Game_Design_Spec.docx\".",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "An HTML/JavaScript skeleton for loading a 3D model and applying physics is written and embedded in the document.",
            "weight": 2
          },
          {
            "id": "cp4-2",
            "requirements": "All sections are consistently formatted and the final DOCX file is produced, ready for stakeholder review.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Planning & Decision Support"
  },
  "51": {
    "tools": [],
    "files": [
      {
        "type": "file",
        "path": "resources/files/51.pdf",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "The task requires extracting the complete text from the supplied research paper PDF, determining its total word count, and inferring a suitable podcast length from that count. A brief contextual overview of the paper's subject should be gathered to inform the content. Using these inputs, a concise narrated script must be composed, containing an introduction, a summary of the main findings, and a conclusion. From this script, an audio‑only podcast should be produced, after which the audio is to be enhanced to reduce background noise. The final deliverables are the podcast file in MP3 format and the full script saved as a Word document.",
        "resources": [
          {
            "type": "file",
            "path": "resources/files/51.pdf",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A complete extracted text of the paper, its total word count, an inferred optimal podcast duration, and a brief contextual overview are produced and documented.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Full plain‑text version of the PDF content is extracted and saved.",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "The total number of words in the extracted text is counted and recorded.",
            "weight": 1
          },
          {
            "id": "cp1-3",
            "requirements": "An appropriate podcast length (in minutes) is inferred from the word count and a concise contextual overview of the paper’s subject is generated.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "A concise narrated script containing an introduction, summary of main findings, and conclusion is generated and saved as a Word document.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "The script draft covering introduction, findings summary, and conclusion is composed based on the extracted content and overview.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "The draft script is polished for flow, clarity, and suitable spoken style, then exported as a .docx file.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "An MP3 podcast audio file narrating the script is produced and noise‑reduced to achieve clear voice quality.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Synthetic or recorded narration of the script is rendered into an audio‑only track.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Background noise is removed and audio levels are balanced, resulting in a clean MP3 file.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "The final deliverables package containing the cleaned MP3 podcast and the Word script document is assembled and made available.",
        "weight": 1
      }
    ],
    "workflow_category_6class": "Creative Design & Expressive Generation"
  },
  "52": {
    "dialogs": [
      {
        "role": "user",
        "content": "Perform a comprehensive analysis of the MP3 audio file \"resources/audio/52.mp3\". Begin by extracting a representative 60‑second excerpt from the track. From this excerpt, derive spectral features that highlight dominant frequency bands and timbral descriptors, providing insight into the instrument palette and arrangement texture. Visualize these spectral data as a clear frequency‑versus‑amplitude chart. Conduct a web search for scholarly or industry articles that describe typical arrangement techniques and instrument usage within the piece’s musical genre, and summarize the three most relevant findings. Finally, combine the audio‑derived timbral clues, the visual spectrum plot, and the external research into a professional Word report saved as a .docx file. The report must contain an overview of the identified arrangement techniques, a table listing inferred instruments together with supporting spectral evidence, the embedded frequency spectrum image, and a concise literature‑based context section that cites the search results.",
        "resources": [
          {
            "type": "file",
            "path": "resources/audio/52.mp3",
            "url": null
          }
        ]
      }
    ],
    "tools": [],
    "files": [
      {
        "type": "file",
        "path": "resources/audio/52.mp3",
        "url": null
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A 60‑second excerpt extracted from the source MP3 and saved as a separate audio file (e.g., excerpt_60s.mp3).",
        "weight": 2
      },
      {
        "id": "cp2",
        "requirements": "Spectral analysis results and a frequency‑versus‑amplitude chart are produced for the excerpt.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Dominant frequency bands, timbral descriptors, and instrument‑related spectral peaks are identified and listed.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "A clear frequency‑versus‑amplitude chart visualizing the spectral data is generated and saved as an image file.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Three most relevant scholarly/industry articles on arrangement techniques and instrument usage for the piece’s genre are retrieved, and concise summaries with citations are compiled.",
        "weight": 2
      },
      {
        "id": "cp4",
        "requirements": "A professional Word (.docx) report is created containing: an overview of identified arrangement techniques, a table of inferred instruments with supporting spectral evidence, the embedded frequency spectrum image, and a literature‑based context section citing the three article summaries.",
        "weight": 3
      }
    ],
    "workflow_category_6class": "Data Analysis & Quantitative Reasoning"
  },
  "53": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "The deliverable is a professional PowerPoint presentation introducing the anime series Neon Genesis Evangelion, provided as a downloadable .pptx file. The presentation shall contain exactly ten slides, each with a clear slide title and concise bullet points limited to six per slide. The first slide serves as a title slide, displaying the series title, a subtitle, and a generated cover image. The second slide offers a brief overview with a synopsis of three to four concise sentences. The third slide presents production details, including the studio, director, and original air dates. The fourth slide introduces the five core pilots, providing a one‑line description for each. The fifth slide covers mecha design, summarizing the Evangelion units and key specifications. The sixth slide discusses at least three central themes such as identity, existentialism, and religion. The seventh slide addresses cultural impact, noting awards, influence on other media, and the fan community. The eighth slide highlights three iconic scenes in a bullet list. The ninth slide reports reception, featuring critical scores and audience ratings sourced from reputable references. The tenth and final slide provides a closing summary and a thank‑you note. At least two custom images illustrating the series—such as a stylized Evangelion unit and a character portrait—must be included. All factual information must be verified and citations placed within the presenter notes of each slide, and no ambiguous placeholders are allowed.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A PowerPoint (.pptx) file containing exactly ten slides with correct titles, bullet limits (max six per slide), and required slide order is produced.",
        "weight": 5,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Slide 1 (title slide) includes series title, subtitle, and a generated cover image.",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "Slide 2 provides a brief overview synopsis of three to four sentences.",
            "weight": 1
          },
          {
            "id": "cp1-3",
            "requirements": "Slide 3 lists production details: studio, director, original air dates.",
            "weight": 1
          },
          {
            "id": "cp1-4",
            "requirements": "Slide 4 introduces the five core pilots with one‑line descriptions each.",
            "weight": 1
          },
          {
            "id": "cp1-5",
            "requirements": "Slide 5 summarizes Evangelion units and key specifications.",
            "weight": 1
          },
          {
            "id": "cp1-6",
            "requirements": "Slide 6 outlines at least three central themes (e.g., identity, existentialism, religion).",
            "weight": 1
          },
          {
            "id": "cp1-7",
            "requirements": "Slide 7 details cultural impact: awards, influence on other media, fan community.",
            "weight": 1
          },
          {
            "id": "cp1-8",
            "requirements": "Slide 8 lists three iconic scenes in bullet points.",
            "weight": 1
          },
          {
            "id": "cp1-9",
            "requirements": "Slide 9 presents reception data with critical scores and audience ratings from reputable sources.",
            "weight": 1
          },
          {
            "id": "cp1-10",
            "requirements": "Slide 10 provides a closing summary and thank‑you note.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "All factual statements on each slide are verified against reputable sources and citations are inserted into the presenter notes of the corresponding slide.",
        "weight": 3
      },
      {
        "id": "cp3",
        "requirements": "At least two custom images (a stylized Evangelion unit and a character portrait) are created and embedded in appropriate slides, matching the visual style of the series.",
        "weight": 2
      },
      {
        "id": "cp4",
        "requirements": "The final PowerPoint file is exported as a downloadable .pptx file and a functional download link is provided.",
        "weight": 2
      }
    ],
    "workflow_category_6class": "Educational & Instructional Content"
  },
  "54": {
    "tools": [],
    "files": [
      {
        "type": "file",
        "path": "resources/files/54.pdf",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "The full textual content of the PDF located at resources/files/54.pdf should be extracted, capturing headings, subheadings, figure captions, tables, and any highlighted key points. Each logical section must then be summarized into concise bullet points, limited to six per slide, and used to create a professional academic PowerPoint presentation named Conference_Presentation.pptx. The presentation should consist of twelve to fifteen slides, beginning with a title slide followed by an agenda slide, then one content slide for each major section where the slide titles match the corresponding PDF section titles, and concluding with slides for conclusions and references. All figures and tables from the PDF are to be inserted as images on the appropriate slides while preserving their original captions. Brief speaker notes not exceeding two sentences should be added to each slide to support a fifteen‑minute talk, allocating roughly one minute per slide. The final deliverable is the PPTX file alone.",
        "resources": [
          {
            "type": "file",
            "path": "resources/files/54.pdf",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Complete textual content of the PDF is extracted, preserving hierarchical headings, subheadings, and capturing all figure captions, table titles, and highlighted key points in a structured document.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "A machine‑readable text file containing the full PDF body with hierarchical markers (e.g., H1, H2) is produced.",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "All figures and tables are saved as image files with their original captions attached in a metadata list.",
            "weight": 1
          },
          {
            "id": "cp1-3",
            "requirements": "A JSON outline linking each heading to its corresponding extracted text, figures, and tables is generated.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Concise bullet‑point summaries (maximum six bullets) are produced for every logical section identified in the PDF outline.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Bullet lists for each section are compiled, each list containing no more than six items.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "An audit report confirming that every section’s bullet list adheres to the six‑bullet limit is provided.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A PowerPoint file named Conference_Presentation.pptx containing 12‑15 slides is created, following the prescribed slide order and layout.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "A title slide with the presentation title, authors, and affiliation is included.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "An agenda slide enumerating the upcoming sections is added.",
            "weight": 1
          },
          {
            "id": "cp3-3",
            "requirements": "For each major PDF section, a content slide is generated whose title matches the section heading, containing the section’s bullet summary, relevant figures/tables as images with original captions, and speaker notes of no more than two sentences.",
            "weight": 3
          },
          {
            "id": "cp3-4",
            "requirements": "A conclusions slide summarizing the key take‑aways is provided.",
            "weight": 1
          },
          {
            "id": "cp3-5",
            "requirements": "A references slide listing all cited sources from the PDF is included.",
            "weight": 1
          },
          {
            "id": "cp3-6",
            "requirements": "Speaker‑note verification confirms that each slide contains ≤2 sentences of notes.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "The final deliverable – the Conference_Presentation.pptx file – is provided as the sole output artifact.",
        "weight": 1
      }
    ],
    "workflow_category_6class": "Educational & Instructional Content"
  },
  "56": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "检索人教版小学三年级科学教材中关于太阳、地球、月亮运动关系的教案原文或 PDF，提取关键概念、教学目标和示例实验描述。随后对检索结果进行内容归纳，生成结构化的教学要点摘要，涵盖公转、自转、轨道概念以及视角切换示例。接着绘制三维轨道示意图，分别展示太阳、地球、月亮的公转轨道、地球自转以及月亮相对于地球的运动路径，并将图像导出为高分辨率 PNG。随后生成三张风格化的 3D 渲染图：一张为太阳居中、地球围绕公转、月亮围绕地球的整体宇宙视图；另一张为站立在地球表面观测的视角；第三张为站立在月球表面观测的视角，图像要求色彩鲜艳、模拟太空背景。随后创建一个交互式网页原型文件（index.html），在页面中嵌入上述轨道图和 3D 渲染图，并提供占位的按钮或下拉菜单描述“站在地球”“站在月亮”等视角切换逻辑，实际交互功能通过注释说明，同时加入简洁的教学说明与配色方案。随后制作一份《太阳‑地球‑月亮运动关系教学交互网页设计方案》PPT，内容包括检索得到的教案摘要、轨道图分析、3D 渲染示例、网页原型布局、交互视角设计要点以及后续开发建议。交付成果包括教案要点摘要文档（纯文本）、轨道示意图 PNG、三张 3D 渲染图 PNG、交互网页原型 HTML 文件以及设计方案 PPT 文件。",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Original lesson‑plan PDF (People’s Education Press, Grade 3 Science) is retrieved and provided; key concepts, teaching objectives, and example experiment description are extracted and compiled into a plain‑text document.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "PDF of the original lesson plan is located in the official textbook repository and saved.",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "Key concepts, teaching objectives, and experiment description are extracted and listed.",
            "weight": 1
          },
          {
            "id": "cp1-3",
            "requirements": "A concise plain‑text summary of the extracted information is produced.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "A structured teaching‑point summary covering revolution, rotation, orbital paths and perspective‑switch examples is generated in markdown format.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Teaching points are organized under headings: Revolution, Rotation, Orbit, Perspective Switching.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "The summary is exported as a UTF‑8 plain‑text file.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "All visual assets are created and delivered as high‑resolution PNG files.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "A 3‑D orbit diagram showing Sun‑Earth‑Moon revolution and Earth rotation is rendered and saved as a 3000 px × 3000 px PNG.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Three stylized 3‑D renderings (overall system view, Earth‑surface viewpoint, Moon‑surface viewpoint) are produced with vivid colors and space background, each saved as a 3000 px × 3000 px PNG.",
            "weight": 2
          },
          {
            "id": "cp3-3",
            "requirements": "All PNG files are verified to be lossless and named according to specification.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "An interactive HTML prototype and a design‑proposal PPT are produced, embedding the generated assets and documenting interaction logic.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "index.html is created, embeds the orbit diagram and three renderings, includes placeholder buttons/drop‑downs for \"View from Earth\" and \"View from Moon\", with interaction described in HTML comments.",
            "weight": 2
          },
          {
            "id": "cp4-2",
            "requirements": "A PowerPoint file titled \"太阳‑地球‑月亮运动关系教学交互网页设计方案.pptx\" is generated, containing the lesson‑plan summary, visual analysis, prototype layout, interaction design notes, and next‑step recommendations.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Educational & Instructional Content"
  },
  "57": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Develop a complete, professional Lady Gaga fan page that includes a responsive HTML website with embedded CSS, featuring a hero banner, biography section, discography gallery, and an embedded YouTube video; high‑quality banner and album‑cover images that align with Lady Gaga branding; a PDF mock‑up of the website layout for offline review; and a PowerPoint presentation summarizing the page structure, visual assets, and key content sections. The HTML file should be saved as index.html, the CSS as style.css, the images as separate PNG files, the PDF as LadyGaga_FanPage.pdf, and the slide deck as LadyGaga_FanPage.pptx. Ensure all content is fact‑checked against up‑to‑date public sources and presented in a clear, organized style suitable for a fan community. All deliverables must be packaged without any additional explanatory text.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Responsive HTML website (index.html) with embedded CSS (style.css) that displays hero banner, biography, discography gallery, and an embedded YouTube video, functioning correctly across major browsers and devices.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "HTML file index.html validates against W3C HTML5 standards and loads without errors.",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "CSS file style.css validates against W3C CSS3 standards and provides a fully responsive layout.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "High‑quality visual assets (PNG images) for hero banner and album covers that adhere to Lady Gaga branding guidelines, with resolution ≥ 1920×1080 for the banner and ≥ 800×800 for each album cover.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Banner image file (banner.png) is generated, meets branding criteria, and matches the required resolution.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "Album‑cover images (album1.png, album2.png, …) are generated, meet branding criteria, and satisfy resolution specifications.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "PDF mock‑up (LadyGaga_FanPage.pdf) presenting the website layout, including screenshots of each section, ready for offline review.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "PDF file passes PDF/A validation and displays all layout elements clearly.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "PowerPoint presentation (LadyGaga_FanPage.pptx) summarizing page structure, visual assets, and key content, containing at least 8 slides and opening without errors in Microsoft PowerPoint.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Slide deck includes title, layout overview, asset gallery, content sections, and conclusion slides.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Creative Design & Expressive Generation"
  },
  "58": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Create a lightweight, static website that functions as a navigation hub for Microsoft Certified Professional (MCP) certifications. The site should showcase at least fifty commonly used MCP certifications, each entry providing the certification name, a concise description limited to 150 words, a placeholder URL for official information, and a category such as Cloud, Data, AI, or Security. The homepage, delivered as index.html, must include a clear title and an introductory paragraph, followed by a table of contents that links to each category section. Within each category section, present the MCP entries as a bulleted list. Ensure the layout is responsive, displaying correctly on both desktop and mobile browsers while using only simple CSS and no external frameworks. Incorporate an embedded link that allows users to download a CSV file containing the raw MCP data with columns for Name, Description, Category, and URL. The deliverables consist of a fully self‑contained index.html file with inline CSS, a generated mcps.csv file derived from the same data source, and a one‑page specification document in DOCX format that summarizes the site structure and data source methodology. Success will be measured by confirming that at least fifty unique MCP entries are included and verified through credible sources, that all links in both the CSV and HTML follow the placeholder pattern https://example.com/mcp/{slug}, that the HTML passes W3C markup validation, that the CSV opens cleanly in spreadsheet software, and that the specification document does not exceed two pages.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A self-contained index.html file with inline CSS, responsive layout, and valid W3C markup is produced and passes validation on both desktop and mobile browsers.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "The homepage includes a title, introductory paragraph, and a table of contents linking to each category section.",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "Each category section presents at least 10 MCP entries as a bulleted list with name, 150‑word description, and placeholder URL following https://example.com/mcp/{slug}.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "A mcps.csv file containing 50+ verified MCP entries with columns Name, Description, Category, and URL is generated and opens without errors in standard spreadsheet software.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "All URLs in the CSV follow the placeholder pattern https://example.com/mcp/{slug}.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "The CSV is downloadable via an embedded link on the HTML page.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A one‑page DOCX specification document summarizing site structure and data source methodology is produced and does not exceed two pages.",
        "weight": 1
      }
    ],
    "workflow_category_6class": "Creative Design & Expressive Generation"
  },
  "59": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Create a mock website titled “BetterCallRick” that mirrors the visual layout and navigation structure of the official Better Call Saul site (https://bettercallsaul.amc.com/). The site should feature Rick Sanchez from Rick and Morty as the main character. Deliver a self‑contained HTML file named bettercallrick.html that includes a head section with appropriate meta tags and a title, inline CSS reproducing the reference site’s color scheme, typography, and layout grid, a header presenting the “Better Call Rick” logo and a navigation bar with links to Home, About, Episodes, and Contact, a hero section featuring a banner image of Rick and the tagline “Need a lawyer? I’m the smartest one in the multiverse.”, three feature cards describing services (Legal Advice, Multiverse Contracts, Emergency Bail) each with an icon placeholder, and a footer containing copyright and social media placeholders. Provide a PNG image file named rick_hero.png that depicts Rick Sanchez in a lawyer pose suitable for the hero banner, styled consistently with the TV show while maintaining a professional legal‑services tone. Include a brief README.txt that summarizes the design decisions and explains how the files are organized. Ensure the HTML references the PNG image using a relative path and that no external assets or scripts are used.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A fully functional, self‑contained HTML file named bettercallrick.html that matches the visual layout and navigation of the Better Call Saul site while featuring Rick Sanchez as the protagonist.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "HTML head section contains appropriate meta tags (charset, viewport, description) and a title tag reflecting the site name.",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "All CSS is inlined within a <style> block and reproduces the reference site’s color palette, typography, grid system, and responsive behavior.",
            "weight": 1
          },
          {
            "id": "cp1-3",
            "requirements": "Header element displays a “Better Call Rick” logo and a navigation bar with functional links to Home, About, Episodes, and Contact.",
            "weight": 1
          },
          {
            "id": "cp1-4",
            "requirements": "Hero section includes the relative reference to rick_hero.png and displays the tagline “Need a lawyer? I’m the smartest one in the multiverse.”.",
            "weight": 1
          },
          {
            "id": "cp1-5",
            "requirements": "Three feature cards for Legal Advice, Multiverse Contracts, and Emergency Bail are present, each showing an icon placeholder and descriptive text.",
            "weight": 1
          },
          {
            "id": "cp1-6",
            "requirements": "Footer contains copyright notice and placeholder icons for social media platforms.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "A PNG image file named rick_hero.png that depicts Rick Sanchez in a lawyer pose, styled consistently with the Rick and Morty aesthetic yet suitable for a professional legal‑services banner.",
        "weight": 3
      },
      {
        "id": "cp3",
        "requirements": "A README.txt file that summarizes design decisions, explains the folder/file organization, and provides brief usage instructions for the generated HTML page.",
        "weight": 2
      },
      {
        "id": "cp4",
        "requirements": "Verification that the HTML file references rick_hero.png via a relative path, contains no external scripts or assets, and renders correctly in a modern browser.",
        "weight": 1
      }
    ],
    "workflow_category_6class": "Creative Design & Expressive Generation"
  },
  "60": {
    "dialogs": [
      {
        "role": "user",
        "content": "为指定网站执行完整的 SEO 检测与优化建议流程。首先，对该站点的首页及主要子页面进行检索，收集每页的标题、描述、H1 标题、页面字数以及公开的外部链接数量等指标。随后，依据收集的数值计算综合 SEO 分数，采用加权公式，并在确保总分不低于 80 分的前提下求解出需要改进的关键指标组合，例如提升标题长度、增加内部链接等。接着，绘制当前各指标与目标指标的柱状对比图以及总分随改进措施变化的折线图。最终，将所有检测结果、计算过程、改进方案及可视化图表整合成一份专业的 PDF 报告，报告章节包括概述、指标收集、评分模型、改进方案、可视化展示和结论，交付物仅为生成的 PDF 文件。",
        "resources": []
      }
    ],
    "tools": [],
    "files": [],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A table containing each page's title, meta description length, H1 text, word count, and number of outbound links is produced and included.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "A CSV file with title, meta description, H1 tag, and word count for each target page is generated.",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "A list summarizing external link counts per page is produced.",
            "weight": 1
          },
          {
            "id": "cp1-3",
            "requirements": "Metrics JSON file containing all collected values is created for downstream processing.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "A composite SEO score (0‑100) for the site is calculated using the weighted formula, and a ranked list of key metrics that need improvement to reach at least 80 points is produced.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Score breakdown per metric and total score are displayed.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "Optimization plan with specific target values (e.g., title length 60‑70 chars, add 5 internal links) is generated.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Bar chart comparing each metric’s current value to its target value and line chart showing total score change as improvements are applied are created and embedded.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Bar chart image file illustrating metric gaps is produced.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Line chart image file illustrating score progression is produced.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "A professional PDF document containing sections Overview, Data Collection, Scoring Model, Improvement Plan, Visualizations, and Conclusion, with all tables, charts, and calculations, is generated and delivered as the sole output file.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Draft PDF pages compiling textual sections and embedding tables/charts are created.",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "Final PDF file is produced and ready for delivery.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Business & Marketing Strategy"
  },
  "61": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Design and implement a horizontal side‑scrolling adventure game using Unity (2022 LTS or newer) with C# scripts, targeting Windows 10/11. The project must be exportable through Unity Hub as a complete Unity folder and generate a runnable .exe file. The core gameplay features a minimalist character, represented by a Unity 2D sprite, positioned constantly on a fixed horizontal line on the left side of the screen and moving continuously to the right. Along the path, horizontal line segments of varying heights appear as obstacles; these segments come in two size categories—short segments whose width does not exceed 1.5 times the character’s width, and long segments whose width is at least three times the character’s width. The player presses the space bar to make the character jump; a single jump suffices for short segments, while long segments require a double jump while airborne. The character’s speed increases by ten percent every thirty seconds, capping at three times the initial speed. Contact with any obstacle, including a failed jump, triggers a game‑over state.\nThe interface displays a timer in the upper‑right corner, showing the elapsed survival time with a precision of 0.01 seconds. Upon game over, the final score—equal to the survival time—is shown, and a “Restart” button appears on the main menu to begin a new session. Visual design uses a solid‑color gradient or simple texture for the background, with obstacle lines rendered in a contrasting hue such as red and given a subtle shadow for clarity. Short sound effects accompany jumping, collisions, speed boosts, and the game‑over event, drawn from free open‑source libraries.\nDeliverables include the full Unity project compressed into a .zip file containing all scripts, scenes, assets, and configuration files, as well as a directly executable Windows .exe together with its accompanying Data folder. Documentation comprises a PDF game design specification detailing functional overview, system architecture diagram, key script explanations, resource inventory, and the Unity version used; a DOCX quick‑start guide covering installation, execution, controls, and FAQs; and a PPTX presentation intended for non‑technical stakeholders, highlighting core mechanics, visual style, and implementation highlights. Quality expectations require all scripts to compile without warnings, a stable frame rate of at least 60 FPS on a typical PC, and an application launch time not exceeding five seconds. The entire scope must be completed and all materials submitted within fourteen days from the start date, delivered via email or a file‑sharing service such as Google Drive, with the archive named using the pattern “SideScrollerAdventure_<submission date>.zip”.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A complete Unity project folder (including all scenes, scripts, assets) that opens without errors in Unity 2022 LTS or newer.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "C# scripts compile without warnings and implement character movement, obstacle generation, jump logic, speed scaling, and collision handling.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "Gameplay mechanics (single jump for short segments, double jump for long segments, speed increase every 30 s up to 3×) function exactly as described.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "A built Windows 10/11 executable (.exe) with accompanying Data folder that launches in ≤5 seconds and runs at a stable ≥60 FPS on a typical PC.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Executable starts the game, displays main menu with Restart button, timer, and runs the side‑scrolling gameplay.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "Game‑over state triggers UI showing final survival time and offers a functional Restart option.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "User interface elements present and display correct information.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Timer displayed in upper‑right corner with 0.01 s precision during gameplay.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Final score equals survival time and is shown on the game‑over screen.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Audio assets integrated and triggered appropriately without clipping.",
        "weight": 1,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Jump, collision, speed‑boost, and game‑over sound effects play at the correct moments.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp5",
        "requirements": "Documentation package delivered as a ZIP named SideScrollerAdventure_<date>.zip containing all required deliverables.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp5-1",
            "requirements": "PDF design specification with functional overview, system architecture diagram, script explanations, resource inventory, and Unity version.",
            "weight": 1
          },
          {
            "id": "cp5-2",
            "requirements": "DOCX quick‑start guide covering installation, execution, controls, and FAQs.",
            "weight": 1
          },
          {
            "id": "cp5-3",
            "requirements": "PPTX presentation for non‑technical stakeholders highlighting core mechanics, visual style, and implementation highlights.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp6",
        "requirements": "Project delivery compliance with timeline and delivery method.",
        "weight": 1,
        "sub_tasks": [
          {
            "id": "cp6-1",
            "requirements": "All deliverables submitted within 14 days from start date via email or file‑sharing service.",
            "weight": 1
          },
          {
            "id": "cp6-2",
            "requirements": "Archive includes both the Unity project folder and the built Windows executable with Data folder.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Creative Design & Expressive Generation"
  },
  "62": {
    "dialogs": [
      {
        "role": "user",
        "content": "Develop a complete design package for a Liziqi fan club website that functions on desktop browsers and iPhone browsers. The package must contain an HTML file named index.html that implements a responsive layout styled with CSS, either embedded or linked, and provides at least five distinct pages—Home, About, Gallery, Videos, and Contact—accessible through a consistent navigation menu. The markup should use semantic HTML5 elements, and the navigation must adapt to a mobile viewport of 375 px width by means of CSS media queries. In addition, a CSS stylesheet called styles.css should define the visual style, including colors, typography, and spacing, and incorporate responsive rules for the iPhone view; the design should reflect Liziqi’s natural, calm, earth‑tone aesthetic, using placeholder image URLs with descriptive alt text. A PDF specification document named Liziqi_FanClub_Spec.pdf must be provided, outlining the project overview and target audiences, a site map with page descriptions, textual wireframe sketches for each page, technical requirements such as HTML5, CSS3, responsive breakpoints, and accessibility considerations, as well as any required external resources or assets. Both the HTML and CSS must validate against W3C standards, and the PDF should be generated from the specification content. All files should be arranged in the following folder structure: Liziqi_FanClub/ containing index.html and styles.css, with a docs subfolder that holds Liziqi_FanClub_Spec.pdf.",
        "resources": []
      }
    ],
    "tools": [],
    "files": [],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Folder structure Liziqi_FanClub/ containing index.html, styles.css, and docs/Liziqi_FanClub_Spec.pdf is created and archived as a zip.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "index.html placed at root of Liziqi_FanClub folder",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "styles.css placed beside index.html",
            "weight": 1
          },
          {
            "id": "cp1-3",
            "requirements": "docs subfolder with Liziqi_FanClub_Spec.pdf is present",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Five semantic HTML5 pages (Home, About, Gallery, Videos, Contact) with consistent navigation menu are rendered correctly in desktop browsers.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Home page displays hero section and navigation links",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "About page includes placeholder text and image with alt text",
            "weight": 1
          },
          {
            "id": "cp2-3",
            "requirements": "Gallery page shows placeholder image grid with descriptive alt attributes",
            "weight": 1
          },
          {
            "id": "cp2-4",
            "requirements": "Videos page contains embedded placeholder video thumbnails linked appropriately",
            "weight": 1
          },
          {
            "id": "cp2-5",
            "requirements": "Contact page includes a functional (non‑operational) contact form markup",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "styles.css defines earth‑tone color palette, typography, spacing, and responsive media queries that adapt layout for 375 px iPhone viewport.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Global styles for body, headings, and links reflect calm natural aesthetic",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Navigation menu collapses into a hamburger icon at 375 px width",
            "weight": 1
          },
          {
            "id": "cp3-3",
            "requirements": "Layout grid switches to single‑column layout on iPhone breakpoint",
            "weight": 1
          },
          {
            "id": "cp3-4",
            "requirements": "All CSS validates against W3C CSS Validation Service",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Liziqi_FanClub_Spec.pdf is generated, containing project overview, target audience, site map, wireframe sketches, technical requirements, and accessibility notes.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "PDF includes textual wireframe descriptions for each of the five pages",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "PDF lists responsive breakpoints and HTML5/CSS3 compliance requirements",
            "weight": 1
          },
          {
            "id": "cp4-3",
            "requirements": "PDF is validated for PDF/A-1b compliance",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Creative Design & Expressive Generation"
  },
  "63": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Create a responsive personal profile web page that showcases an art portfolio preview and includes functional social‑media links. The page must be built as an `index.html` file using semantic HTML5 and embedded CSS (no external stylesheet). The HTML should contain a header presenting the user's name and a brief biography, a gallery section with exactly six square thumbnail images arranged in a responsive grid—displayed as two columns by three rows on desktop screens and a single column on mobile devices—each thumbnail linking to a corresponding full‑size image placeholder, and a footer featuring clearly labeled icons or text links for Facebook, Instagram, Twitter, and LinkedIn that open the supplied URLs in new tabs. Accompanying the page, an `images/` folder must hold twelve placeholder images, consisting of the six thumbnails and six matching full‑size versions, generated as generic art illustrations. Additionally, provide a short `README.txt` that explains how to open the page locally and where to replace the placeholder images with the user's own artwork. The HTML must validate against the W3C standards. CSS should employ flexbox or CSS grid for layout, include a mobile‑first media query, and avoid any framework dependencies. All links and image file names should be clearly indicated in comments within the HTML file. The solution will be considered successful when opening `index.html` in a modern browser displays the profile page with correctly sized thumbnails, functional links, and proper responsive behavior, and when the `README.txt` contains clear step‑by‑step instructions. The solution should be produced using the recommended tools."
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Generate a fully validated `index.html` file with semantic HTML5 structure, header, biography, responsive gallery, and footer containing social‑media links, all with inline CSS and explanatory comments.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "The `index.html` passes the W3C HTML validator without errors.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "Embedded CSS uses Flexbox or CSS Grid to create the required responsive layout (2 × 3 grid on desktop, single column on mobile).",
            "weight": 2
          },
          {
            "id": "cp1-3",
            "requirements": "HTML comments list each thumbnail and full‑size image filename and each social‑media URL.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Create an `images/` folder containing twelve placeholder illustrations (six thumbnails and six matching full‑size images) with correct naming conventions.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Produce six square thumbnail PNG files (e.g., `thumb1.png`‑`thumb6.png`) of 150 × 150 px showing generic art.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "Produce six corresponding full‑size PNG files (e.g., `full1.png`‑`full6.png`) of 800 × 600 px as placeholders.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Provide a `README.txt` with clear, step‑by‑step instructions for opening the page locally and replacing placeholder images.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "README includes commands to launch `index.html` in a browser and explains the image‑naming scheme for user replacement.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Verify functional and responsive behavior of the generated page in a modern browser.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Thumbnails display at the correct size and each opens its corresponding full‑size image in a new tab.",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "Footer social‑media icons/text links open the supplied URLs in new tabs.",
            "weight": 1
          },
          {
            "id": "cp4-3",
            "requirements": "Responsive layout switches to two‑column grid on viewports ≥768 px and to a single column on smaller screens.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Creative Design & Expressive Generation"
  },
  "64": {
    "dialogs": [
      {
        "role": "user",
        "content": "The goal is to assemble a comprehensive deployment package for the open‑source project hosted at https://github.com/agar3s/devil-glitches. This package must contain a detailed, step‑by‑step installation and configuration guide presented in a Word document, a Dockerfile that builds and runs the game, an HTML page that summarizes the deployment process with clear instructions and links, a visual diagram portraying the system architecture and component interactions produced as a plot image, and a brief verification calculation confirming the required Python version. To create these artifacts, the most recent README, dependency list, and any required system packages should be retrieved and synthesized into the guide, Dockerfile, and HTML page. The final deliverables are the Word document, the Dockerfile in plain‑text form, the HTML file, and the PNG diagram.",
        "resources": []
      }
    ],
    "tools": [],
    "files": [],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A Word document (deployment_guide.docx) containing a step‑by‑step installation and configuration guide is produced and saved.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Latest README, dependency list, and required system packages are extracted from the GitHub repository.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "Guide integrates Docker usage instructions and a verification snippet confirming the required Python version.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "A Dockerfile (plain‑text) that builds and runs the game is generated and saved as Dockerfile.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Dockerfile specifies a base image, installs the extracted dependencies, validates the Python version, and defines an entrypoint to launch the game.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "An HTML summary page (deployment_summary.html) with clear instructions, links to the repository, Dockerfile, and Word guide is produced.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "HTML includes sections for prerequisites, setup steps, Docker usage, verification calculation, and download links for all deliverables.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "A PNG diagram (architecture_diagram.png) visualizing system architecture and component interactions is created.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Diagram depicts repository source, Docker container, host environment, user interaction, and data flow between components.",
            "weight": 2
          }
        ]
      }
    ],
    "workflow_category_6class": "Educational & Instructional Content"
  },
  "65": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Create a complete, ready‑to‑use seller website for the Etsy store https://www.etsy.com/shop/EstelleStudioCA. The deliverable package must include a Seller Story Document in DOCX format containing a 400‑600 word narrative that portrays the founder in a wholesome, loving tone while explaining the brand’s mission, values, and inspiration, as well as a Product Description Deck in DOCX format that provides a 100‑150 word description for each of the store’s products, covering design inspiration, materials, usage occasions, and any unique features for at least five items. In addition, generate an HTML website mock‑up consisting of an index.html homepage featuring a hero banner, a brief introduction, and placeholders for a featured product carousel; an about.html page that embeds the Seller Story text; a shop.html page that presents a product‑grid layout displaying the five products with placeholder images, titles, prices, and the corresponding descriptions; and a styles.css file that applies responsive, aesthetic styling with a soft color palette, clean typography, and subtle hover effects. All HTML files must reference the single CSS file and employ semantic tags, while the CSS must ensure a visually appealing, mobile‑friendly layout. Finally, compile a PDF summary that includes the Seller Story and product descriptions for quick offline review. The success criteria require that all texts are original and free of plagiarism, the HTML validates without errors and displays correctly in a modern browser, the CSS delivers the required visual quality, and the PDF contains the same content as the DOCX files and remains legible. The required files to deliver are seller_story.docx, product_descriptions.docx, website.zip containing the HTML and CSS files, and summary.pdf.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A structured data set (e.g., JSON or spreadsheet) containing all product listings and details (titles, prices, materials, etc.) for at least five items from the Etsy store is extracted and delivered.",
        "weight": 3
      },
      {
        "id": "cp2",
        "requirements": "Seller Story Document (seller_story.docx) with a 400‑600 word original narrative portraying the founder in a wholesome, loving tone, describing mission, values, and inspiration, is created and included.",
        "weight": 3
      },
      {
        "id": "cp3",
        "requirements": "Product Description Deck (product_descriptions.docx) providing a 100‑150 word original description for each of the five selected products, covering design inspiration, materials, usage occasions, and unique features, is created and included.",
        "weight": 3
      },
      {
        "id": "cp4",
        "requirements": "Website mock‑up package (website.zip) containing index.html, about.html, shop.html and styles.css that: • uses semantic HTML5 tags, • includes a hero banner, brief introduction, and placeholder product carousel on the homepage, • embeds the full Seller Story text on the about page, • displays a product‑grid on the shop page with placeholder images, titles, prices, and the corresponding descriptions, • references the single CSS file, • passes W3C HTML validation, • is fully responsive and visually aligned with the soft, aesthetic design brief, is generated and the zip is provided.",
        "weight": 5
      },
      {
        "id": "cp5",
        "requirements": "Summary PDF (summary.pdf) reproducing the complete Seller Story and product descriptions from the DOCX files, formatted for legibility and ready for offline review, is created and included.",
        "weight": 2
      }
    ],
    "workflow_category_6class": "Creative Design & Expressive Generation"
  },
  "66": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Prepare a comprehensive SEO improvement plan for the website https://agent.minimax.io that aligns with official search‑engine guidelines. The plan should be structured, professional, and delivered as a Word document (docx) that can be used directly, accompanied by an equivalent PDF version. The narrative must include a concise overview of the site and its business objectives, followed by an assessment of the current SEO situation based on publicly available information, covering technical aspects, content quality, backlink profile, and user experience. It should propose compliant and actionable optimization measures, each described with clear execution steps, any required resources, an estimated time to complete, and a brief risk explanation. Additionally, the plan must define key performance indicators and monitoring methods that quantify ranking improvements, outline an implementation timeline presented as a Gantt‑style schedule, and append necessary visualizations such as ranking trends and traffic distribution, supplied as PNG images embedded within the document. Technical expectations are that the Word file use appropriate styles for the main title and section headings, the PDF reflects the same content, and all charts are generated in PNG format and inserted accordingly. The deliverables are the files named website_seo_plan.docx, website_seo_plan.pdf, and any supporting PNG chart files referenced in the document. Throughout the work, adhere strictly to white‑hat SEO practices and avoid any prohibited or black‑hat techniques.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A fully formatted SEO improvement plan Word document (website_seo_plan.docx) is produced, containing all required sections, styles, and embedded PNG visualizations.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Executive overview with site description and business objectives is included.",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "Current SEO assessment covering technical health, content quality, backlink profile, and user experience is provided.",
            "weight": 1
          },
          {
            "id": "cp1-3",
            "requirements": "Actionable optimization measures are listed, each with execution steps, required resources, time estimate, and risk explanation.",
            "weight": 1
          },
          {
            "id": "cp1-4",
            "requirements": "Key performance indicators and monitoring methods are defined to quantify ranking improvements.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "All required PNG visualizations (ranking trends, traffic distribution, Gantt‑style schedule) are generated and correctly embedded in the Word document.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Ranking trends chart PNG file is created and inserted.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "Traffic distribution chart PNG file is created and inserted.",
            "weight": 1
          },
          {
            "id": "cp2-3",
            "requirements": "Gantt‑style implementation timeline chart PNG file is created and inserted.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A PDF version (website_seo_plan.pdf) mirroring the Word document content and styling is generated.",
        "weight": 2
      },
      {
        "id": "cp4",
        "requirements": "All deliverable files (website_seo_plan.docx, website_seo_plan.pdf, and supporting PNG charts) are packaged and made available with correct filenames.",
        "weight": 1,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "website_seo_plan.docx file is delivered.",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "website_seo_plan.pdf file is delivered.",
            "weight": 1
          },
          {
            "id": "cp4-3",
            "requirements": "All PNG chart files referenced in the document are delivered.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Business & Marketing Strategy"
  },
  "67": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "The task is to plan a comprehensive vacation occurring between June 1 and June 15, 2024. First, identify up to five candidate cities and gather quantitative information for each city, including the average daily temperature in Celsius, the number of notable seasonal events taking place during the target period, an estimated total travel cost per person in USD that covers airfare, accommodation, and daily meals, and a rating from one to five for the top three tourist attractions based on publicly available reviews. Next, compile the collected data into a comparative markdown table and compute a suitability score for each city by applying weightings of thirty percent for weather, twenty percent for events, thirty percent for cost, and twenty percent for attraction rating. Then, create a bar chart that visualizes the suitability scores and embed this chart in the final document. After evaluating the scores, select the city with the highest value and assume the role of a local expert to produce a travel guide in PDF format, limited to fifteen pages. The guide must contain a title page displaying the city name and travel dates, an “Overview” section summarizing climate, seasonal events, and cost overview, a “Key Attractions” section describing at least three must‑see sites with brief paragraphs and practical tips, a “Cultural Customs” section listing at least two local etiquette practices, a “Special Events” section outlining any festivals or activities during the travel window, and a “7‑Day Itinerary” section offering day‑by‑day activity recommendations that include morning, afternoon, and evening plans. The bar chart of suitability scores should be placed after the overview. The PDF should feature clear headings and include tables or bullet points where appropriate. All source information must be cited with the name of the website from which it was extracted.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Generate comparative analysis of up to five candidate cities and select the most suitable city",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "A markdown table comparing each city’s average temperature, number of seasonal events, estimated travel cost, and top‑three attraction ratings is produced",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "Suitability scores for all cities are calculated using the specified weightings and presented in a summary table",
            "weight": 1
          },
          {
            "id": "cp1-3",
            "requirements": "A bar chart visualizing the suitability scores is created and embedded in the document",
            "weight": 1
          },
          {
            "id": "cp1-4",
            "requirements": "The city with the highest suitability score is identified and recorded as the selected destination",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Produce a 15‑page PDF travel guide for the selected city, formatted with headings, tables, bullet points, and citations",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "A title page containing the city name and travel dates is included",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "An Overview section summarizing climate, seasonal events, and cost overview is provided",
            "weight": 1
          },
          {
            "id": "cp2-3",
            "requirements": "A Key Attractions section describing at least three must‑see sites with brief paragraphs and practical tips is included",
            "weight": 1
          },
          {
            "id": "cp2-4",
            "requirements": "A Cultural Customs section listing at least two local etiquette practices is included",
            "weight": 1
          },
          {
            "id": "cp2-5",
            "requirements": "A Special Events section outlining festivals or activities occurring during the travel window is provided",
            "weight": 1
          },
          {
            "id": "cp2-6",
            "requirements": "A 7‑Day Itinerary section offering day‑by‑day morning, afternoon, and evening plans is created",
            "weight": 2
          },
          {
            "id": "cp2-7",
            "requirements": "The bar chart of suitability scores is placed immediately after the Overview section",
            "weight": 1
          },
          {
            "id": "cp2-8",
            "requirements": "All source information is cited inline with the originating website name",
            "weight": 1
          },
          {
            "id": "cp2-9",
            "requirements": "A PDF document of exactly fifteen pages, containing the compiled sections, formatted headings, tables, bullet points, and the embedded chart, is generated",
            "weight": 2
          }
        ]
      }
    ],
    "workflow_category_6class": "Planning & Decision Support"
  },
  "68": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "You are a hiring manager responsible for creating a professional, well‑structured job posting for a new role at your company. The posting should reflect the company's culture and core values, with placeholders for the company name, mission, and values, and it must highlight unique benefits and compensation details while being tailored to attract top talent in the specified industry by incorporating at least three industry‑relevant keywords. The document must follow a fixed section layout that includes a Company Overview, Role Summary, Key Responsibilities presented as five to seven bullet points, Required Qualifications presented as bullet points, an optional Preferred Qualifications bullet list, Culture & Values, Benefits & Perks, and Application Process. The content should contain a minimum of three hundred words and a maximum of six hundred words, maintain a professional tone, and use a consistent heading hierarchy with Heading 1 for main sections and Heading 2 for any sub‑sections, ensuring clear bullet formatting throughout. Before drafting, conduct a brief market analysis by searching the web for the top three skill trends and compensation benchmarks for comparable roles in the industry, and integrate these insights into the posting. The final deliverable must include a Microsoft Word document named \"JobPosting_[Role].docx\" and also provide the plain‑text version inside the response.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A concise summary of the company's culture, core values, and unique benefits is produced and formatted as bullet points for direct inclusion in the posting.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "A list of three core cultural pillars with brief descriptions is delivered.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "A bullet list of at least five unique employee benefits with short explanations is provided.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "A market insight report containing the top three skill trends and compensation benchmarks for comparable roles is generated and presented as tables with source citations.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "A table listing the three most in‑demand skill trends, including brief rationale and source links, is produced.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "A table showing the salary range and typical compensation components for similar positions in the industry is generated.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A fully formatted job posting that meets the specified section layout, word count (300‑600 words), heading hierarchy, and includes at least three industry‑relevant keywords is created and saved as a Microsoft Word file named \"JobPosting_[Role].docx\".",
        "weight": 2,
        "sub_tasks": []
      },
      {
        "id": "cp4",
        "requirements": "A revised posting that incorporates the market insights and stakeholder feedback is delivered, along with a plain‑text version that matches the Word document exactly.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "A list of all feedback points addressed and their locations within the posting is provided.",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "Verification that the final posting satisfies word‑count limits, keyword inclusion, and formatting rules is confirmed.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Business & Marketing Strategy"
  },
  "70": {
    "tools": [],
    "files": [
      {
        "type": "file",
        "path": "resources/files/jobs.csv",
        "url": null
      },
      {
        "type": "file",
        "path": "resources/files/cv.md",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "The process starts by extracting the candidate’s CV from the file resources/files/cv.md and parsing it to obtain the professional summary, technical skills, work history, education, and key achievements. If any required section is missing, the extraction is retried automatically up to three times, after which the user is prompted to upload a corrected CV. Next, the job list is loaded from the file resources/files/jobs.csv, with validation of column headers and detection of malformed rows. Automatic correction attempts, such as fixing delimiters and trimming whitespace, are made up to three times; if validation still fails, the system asks the user for a new file. The extracted technical skills are then normalized by expanding synonyms and creating a unified, weighted skill vector for the candidate. A match score is computed for each job by comparing this skill vector against the job‑required skills using a weighted overlap formula, and if the overall score distribution is low, the weighting parameters are automatically adjusted and the scores recomputed. Jobs whose scores fall below a configurable threshold are flagged as low confidence. A bar‑chart image named match_scores_plot.png is generated to visualize the top ten ranked jobs and their scores. A CSV file called ranked_jobs.csv is produced containing the job title, match score, key matching points, and confidence flag, and a polished summary report named summary_report.docx is created that includes an executive overview, the bar‑chart image, and a table of the ranked jobs. The generated report and CSV are then presented to the user for approval; if the user requests changes such as adjusting weighting or editing matching points, the workflow returns to the scoring stage, applies the feedback, and regenerates the deliverables. Up to three review iterations are allowed, after which the final ranked_jobs.csv, match_scores_plot.png, and summary_report.docx are delivered.",
        "resources": [
          {
            "type": "file",
            "path": "resources/files/jobs.csv",
            "url": null
          },
          {
            "type": "file",
            "path": "resources/files/cv.md",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Candidate CV is successfully parsed, producing a professional summary, technical skill list, work history, education details, and key achievements.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Parsed file resources/files/cv.md and extracted all required sections into structured data.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "If any required section is missing, up to three automatic retry attempts are performed and, upon continued failure, a user prompt for a corrected CV is issued.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Job list CSV is validated, cleaned, and loaded as a well‑formed dataset with correct headers and rows.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Validated column headers and detected malformed rows in resources/files/jobs.csv.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "Performed up to three automatic correction attempts (delimiter fixing, whitespace trimming); if still invalid, a user prompt for a new CSV file is issued.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Skill vectors are normalized and weighted; match scores for each job are computed and low‑confidence jobs are flagged.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Expanded technical skill synonyms and created a unified weighted skill vector for the candidate.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Calculated a weighted overlap match score for every job against the candidate skill vector.",
            "weight": 1
          },
          {
            "id": "cp3-3",
            "requirements": "If overall score distribution is low, automatically adjusted weighting parameters, recomputed scores, and flagged jobs below the configurable threshold as low confidence.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Final deliverables are generated and approved: match_scores_plot.png bar‑chart, ranked_jobs.csv with scores and flags, and summary_report.docx with overview, chart, and table; up to three review iterations are supported.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Created match_scores_plot.png visualizing the top ten ranked jobs and their scores.",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "Generated ranked_jobs.csv containing job title, match score, key matching points, and low‑confidence flag.",
            "weight": 1
          },
          {
            "id": "cp4-3",
            "requirements": "Compiled summary_report.docx with executive overview, embedded bar‑chart, and a table of ranked jobs.",
            "weight": 1
          },
          {
            "id": "cp4-4",
            "requirements": "Presented deliverables to the user for approval; if feedback is received, the scoring stage is re‑executed with adjusted weights or matching points, and deliverables are regenerated, allowing up to three iteration cycles.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Data Analysis & Quantitative Reasoning"
  },
  "71": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Prepare a complete briefing for the upcoming business meeting. Begin by researching each participant and their organization on the web, gathering recent news, notable achievements, professional background, and current business activities, and note any missing or uncertain information for later follow‑up. Next, develop a summary of the industry landscape relevant to the meeting, identifying key trends, challenges, and opportunities, and produce at least one visual chart such as a line or bar graph to illustrate quantitative data, while flagging any data gaps that require additional research. Using the profiles and industry analysis, formulate a set of strategic talking points, critical questions, and discussion angles, performing any necessary numeric calculations such as market‑size percentages, and ensure each point directly relates to the participant’s interests or the identified industry opportunities. Compile all findings into a single, professionally formatted briefing document in DOCX format, titled \"Meeting_Briefing.docx\", that includes participant biographies (name, role, company, key facts), an industry overview with narrative summary and the generated chart, a concise list of talking points, questions, and suggested discussion pathways, and strategic recommendations for the meeting outcome. Finally, conduct a quality review of the DOCX file to verify completeness, logical flow, and accuracy, revisiting any earlier stage—research, analysis, or strategy—to revise incomplete or unclear sections until the briefing satisfies all requirements.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A compiled dossier for each meeting participant and their organization containing recent news, notable achievements, professional background, and current business activities, with any missing or uncertain information clearly flagged for follow‑up.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Participant and company profiles with sourced recent news, achievements, background, and activity are assembled and documented.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "A list of gaps or uncertain items for each profile is identified and highlighted.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "An industry overview report that outlines the current landscape, key trends, challenges, and opportunities, accompanied by a visual chart (line or bar graph) illustrating quantitative data, and any data gaps are marked for further research.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "A narrative summary of industry trends, challenges, and opportunities is produced.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "Quantitative data visualized in a chart is generated, with missing data points noted.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A set of strategic talking points, critical questions, and discussion angles, each linked to participant interests or identified industry opportunities, including any calculated market‑size percentages, is compiled.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Strategic talking points, questions, and discussion angles are drafted with explicit connection to participant profiles or industry insights.",
            "weight": 2
          },
          {
            "id": "cp3-2",
            "requirements": "All numeric calculations (e.g., market‑size percentages) are presented, and any insufficient rationale is flagged for revision.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "A professionally formatted DOCX briefing document named \"Meeting_Briefing.docx\" that includes participant biographies, industry overview with chart, concise talking points, questions, discussion pathways, and strategic recommendations, passes a quality review confirming completeness, logical flow, and accuracy.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "The DOCX file contains all required sections with correct formatting and embedded chart.",
            "weight": 2
          },
          {
            "id": "cp4-2",
            "requirements": "A quality review checklist is completed, confirming no missing or unclear content; any issues are corrected.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Planning & Decision Support"
  },
  "72": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Process a newsgroup post provided as raw text. Begin by obtaining a current list of profanity and spam keywords from an online source and parse the top result. Scan the post for any of those terms; if any are found, output only the word \"STOP\" and terminate. If the post passes this filter, analyze the discussion to identify each participant and count how many lines each speaker contributes. Using the speaker data, craft a dialogue‑heavy screenplay limited to exactly two characters, adhering strictly to a template where each line is prefixed with the character label and no parentheticals, wrylies, or stage directions are included; any violations must be corrected and the script regenerated. Compute a quality score ranging from 1 to 10 based on a formula that rewards balanced speaker line counts and appropriate total length. If the score is below 5, iteratively improve the screenplay—adjusting line distribution or wording—and recompute the score until it reaches at least 5. Visualize the speakers' line contributions with a bar chart. Assemble the final formatted screenplay, the calculated score, and the bar chart into a single PDF document. The final deliverable is the PDF file containing the scored, properly formatted script and the visualization, or the literal string \"STOP\" if the post was flagged as vulgar or spam.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "If any profanity or spam keyword from the online list is found in the post, the system outputs the literal string \"STOP\" and terminates.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "A current list of profanity and spam keywords is retrieved from an online source and parsed.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "The post is scanned against the retrieved keyword list and a pass/fail decision is produced.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "A mapping of each participant in the discussion to the number of lines they contributed is generated.",
        "weight": 3
      },
      {
        "id": "cp3",
        "requirements": "A dialogue‑heavy screenplay containing exactly two characters, formatted according to the specified template with no parentheticals, wrylies, or stage directions, is produced.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "The screenplay is validated to contain only allowed elements and any violations are corrected.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "If violations are detected, the script is regenerated until it meets the clean format requirement.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "A quality score between 1 and 10 is calculated based on balanced speaker line distribution and appropriate total length.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "If the score is below 5, the screenplay is iteratively revised and rescored until the score reaches at least 5.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp5",
        "requirements": "A bar chart visualizing each speaker's line contributions is generated.",
        "weight": 2
      },
      {
        "id": "cp6",
        "requirements": "A single PDF document containing the final screenplay, the quality score, and the bar chart is assembled and output.",
        "weight": 2
      }
    ],
    "workflow_category_6class": "Data Analysis & Quantitative Reasoning"
  },
  "73": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Conduct a comprehensive investment analysis for the specified publicly‑traded stock and deliver a professional PDF report that integrates quantitative metrics, market sentiment, and qualitative insights. The analysis should begin by extracting data from the most recent 10‑Q and 10‑K filings, calculating the price‑to‑earnings ratio, year‑over‑year earnings‑per‑share growth, five‑year revenue compound annual growth rate, and the debt‑to‑equity ratio, and then presenting these figures in a concise summary table. Concurrently, research the past thirty days of news articles, press releases, and analyst commentary to summarize the most salient points, note any upcoming events such as earnings calls or product launches, and assign a sentiment classification of Positive, Neutral, or Negative. The next component requires a qualitative review of the Management Discussion and Analysis sections to extract statements about growth drivers, risk factors, and insider trading activity; identified risks should be compiled in a list and any material insider purchases or sales highlighted. Visual representations must be generated to illustrate revenue and EPS trends with line charts and to display debt‑to‑equity changes over time with a bar chart. Finally, combine the quantitative results, sentiment assessment, and qualitative findings to formulate a clear investment recommendation—Buy, Hold, or Sell—accompanied by a concise rationale and a target price range. The deliverable is a single PDF document of no more than twenty pages, organized into clearly titled sections that include the summary table, charts, and a final recommendation summary, with an appendix that documents all calculation formulas to ensure reproducibility. Success is measured by the presence of all five major sections, at least one chart, and a decisive recommendation.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A summary table presenting calculated P/E ratio, YoY EPS growth, 5‑year revenue CAGR, and debt‑to‑equity ratio for the target stock is produced.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Calculated P/E ratio, EPS growth, revenue CAGR, and debt‑to‑equity values are derived from the latest 10‑Q and 10‑K filings and documented.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "The derived metrics are verified for accuracy and compiled into a concise summary table.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "A synthesized sentiment overview covering the past 30 days of news, press releases, and analyst commentary is delivered, including key points, upcoming events, and a Positive/Neutral/Negative classification.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "A list of the most salient news items, press releases, and analyst comments from the last 30 days is compiled with brief summaries.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "Identified upcoming events (earnings calls, product launches) are enumerated, and an overall sentiment label (Positive, Neutral, Negative) is assigned.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A qualitative extraction of MD&A statements regarding growth drivers, risk factors, and insider trading activity is produced, with risks listed and insider transactions highlighted.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Key growth‑driver statements from the MD&A are extracted and summarized.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "All disclosed risk factors are enumerated in a bullet list, and any material insider purchases or sales are identified and highlighted.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "A professional PDF report (≤20 pages) containing the summary table, line and bar charts, sentiment overview, qualitative findings, and a decisive Buy/Hold/Sell recommendation with rationale and target price range is generated.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Revenue and EPS trends are visualized in line charts, and debt‑to‑equity changes are visualized in a bar chart, both included in the report.",
            "weight": 2
          },
          {
            "id": "cp4-2",
            "requirements": "The report includes a final recommendation section with a clear Buy/Hold/Sell decision, concise rationale, target price range, and an appendix documenting calculation formulas.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Business & Marketing Strategy"
  },
  "74": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Create a comprehensive travel itinerary based on the user‑provided destination city, traveler’s age, trip length in days, hotel name and address, flight numbers with departure and arrival times and dates, and preferred budget tier (low, medium, high). The deliverable must include reliable information for each day’s activities, attractions, and restaurants sourced from at least three reputable references, capturing for each entry its name, a brief description, rating on a five‑star scale, price range, and distance from the hotel. Organize the itinerary chronologically for each day, embedding any flight segments, hotel check‑in and check‑out times, scheduled activities, and dining options. Estimate the cost of each activity and meal, sum daily totals, and calculate the overall trip cost in US dollars. Produce a visual timeline chart for each day and place the image alongside the corresponding textual schedule. Assemble all textual and visual elements into a single professionally formatted PDF document that contains a title page with the trip title, dates, and traveler name; a table of contents; daily sections comprising the date, overview, timeline chart, detailed schedule, recommended restaurants with ratings and budget tiers, and the estimated daily cost; and a summary page presenting the total estimated cost and a budget recommendation. The final output must be the completed PDF file with no placeholders.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Produce a curated list of daily activities for each trip day, including name, brief description, 5‑star rating, price range, distance from the hotel, and source citations from at least three reputable references.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Generate a structured traveler profile summarizing age, trip length, destination city, hotel location, and flight schedule extracted from user input.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "Compile activity entries that match the traveler profile, covering cultural, outdoor, and entertainment options for each day, each with full details and citations.",
            "weight": 3
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Create a curated list of recommended restaurants and attractions for each day, each entry containing name, brief description, 5‑star rating, price range, budget tier, distance from the hotel, and source citations.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Produce restaurant entries that align with the preferred budget tier, including rating, price range, distance, and citations.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "Produce attraction entries (scenic spots, fun activities) with rating, description, distance, budget relevance, and citations.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Assemble a complete day‑by‑day itinerary integrating flights, hotel check‑in/out times, activities, and dining, presented chronologically.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Generate a textual schedule for each day listing timed entries (flight segments, check‑in/out, activity start/end, meals) with estimated costs and daily total.",
            "weight": 3
          },
          {
            "id": "cp3-2",
            "requirements": "Create a visual timeline chart for each day showing the sequence of events and embed the chart alongside the textual schedule.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Produce a single professionally formatted PDF that includes a title page, table of contents, daily sections with overview, timeline chart, detailed schedule, restaurant recommendations, daily cost summary, and a final summary page with total estimated cost and budget recommendation.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Output the completed PDF file with no placeholders.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Planning & Decision Support"
  },
  "75": {
    "tools": [],
    "files": [
      {
        "type": "image",
        "path": "resources/images/recipe.png",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "The task begins by extracting the full recipe text from the supplied image file. Once the text is captured, the ingredient list must be parsed to identify each ingredient's name, quantity, and unit of measurement. The identified US volume and weight units should then be converted into UK metric equivalents, such as millilitres and grams. After conversion, the ingredient names need to be checked for the appropriate UK terminology, and when a direct UK counterpart is not available, the closest locally‑available substitute should be identified. A clear UK‑style shopping list, incorporating the converted quantities and the verified UK ingredient names or suggested substitutes, should be compiled and presented as bullet points. In addition, the same list should be placed into a Word document that also includes a simple bar‑chart visualising the quantity of each ingredient. The final deliverables are a text‑only bullet‑point shopping list, a .docx file containing that list, and a PNG image of the chart. The workflow must follow a logical Input → Process → Enhance → Generate sequence.",
        "resources": [
          {
            "type": "image",
            "path": "resources/images/recipe.png",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "OCR extraction produces the complete recipe text from the supplied image file",
        "weight": 2,
        "sub_tasks": []
      },
      {
        "id": "cp2",
        "requirements": "A structured ingredient list (name, quantity, unit) is generated from the extracted recipe text",
        "weight": 3,
        "sub_tasks": []
      },
      {
        "id": "cp3",
        "requirements": "All ingredient quantities are converted to UK metric units and ingredient names are mapped to UK equivalents or suitable substitutes",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "US volume units are converted to millilitres (ml) where applicable",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "US weight units are converted to grams (g) where applicable",
            "weight": 1
          },
          {
            "id": "cp3-3",
            "requirements": "Each US ingredient name is replaced with the correct UK term; if no direct UK term exists, the closest locally‑available substitute is suggested",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Final deliverables are produced: a bullet‑point UK shopping list (text), a .docx file containing the list and a bar‑chart of ingredient quantities, and a PNG image of the chart",
        "weight": 5,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "A plain‑text bullet‑point shopping list reflecting UK‑converted quantities and terminology is generated",
            "weight": 2
          },
          {
            "id": "cp4-2",
            "requirements": "A Word document (.docx) is created that includes the bullet‑point list and a bar‑chart visualising each ingredient’s quantity",
            "weight": 2
          },
          {
            "id": "cp4-3",
            "requirements": "The bar‑chart is exported as a PNG image file",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Planning & Decision Support"
  },
  "76": {
    "tools": [],
    "files": [
      {
        "type": "image",
        "path": "resources/images/76.png",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "After smoking a whole chicken, an unusual colored fiber was observed running through the breast meat in the provided photograph. The analysis should begin with a thorough natural‑language description of the visible fiber and the surrounding meat texture, followed by a comprehensive review of scientific and culinary literature that addresses similar colored fibers in smoked poultry, highlighting any potential health or spoilage concerns. The gathered information must be synthesized into a concise summary, and a risk score ranging from zero to one hundred should be derived based on factors such as the type and appearance of the fiber and the credibility of the sources consulted. This risk assessment should be illustrated with a bar chart that labels each contributing criterion and indicates its impact on the overall score. Finally, all elements—including the image description, literature summary, calculated risk score, and the visual chart—must be assembled into a professionally formatted PDF report. The PDF is required to open with a title page, contain an inset of the original photo annotated as needed, present the written analysis and risk chart, and conclude with a clear recommendation regarding the safety of consuming the chicken.",
        "resources": [
          {
            "type": "image",
            "path": "resources/images/76.png",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Produce a natural‑language description of the visible fiber and surrounding meat texture, and provide an annotated excerpt of the photograph highlighting the fiber.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Generate a detailed image description using an image‑description tool.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "Create an annotated version of the original photo that marks the fiber and notes its color and dimensions.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Conduct a comprehensive literature review of scientific and culinary sources addressing colored fibers in smoked poultry, emphasizing health and spoilage implications.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Compile a bibliography of at least five peer‑reviewed articles, books, or reputable websites relevant to the phenomenon.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "Summarize key findings on fiber types, causes, and safety concerns into a concise narrative.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Derive a quantitative risk score (0‑100) based on fiber appearance and source credibility, and illustrate the scoring criteria with a bar chart.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Calculate the final risk score using a predefined weighting scheme for each criterion.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Generate a bar‑chart image that labels each contributing criterion and shows its impact on the overall score.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Assemble the image description, literature summary, risk score, and bar chart into a professionally formatted PDF report with title page, annotated photo inset, analysis, chart, and a clear consumption recommendation.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Produce the final PDF document adhering to the specified layout and content structure.",
            "weight": 2
          }
        ]
      }
    ],
    "workflow_category_6class": "Data Analysis & Quantitative Reasoning"
  },
  "77": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Investigate the cause of ignition when a frozen banana peel is heated in a microwave at 50% power for 30 seconds, and evaluate whether repeating the experiment is safe. The investigation should include gathering scientific literature on microwave heating mechanisms, the composition of banana peels, and known ignition temperatures; modeling the heat transfer to determine the temperature reached in the peel after the specified heating period; estimating the energy absorbed by the peel; creating a temperature‑versus‑time plot that illustrates the heating curve; and compiling the findings, safety recommendations, and the plot into a formal safety‑guideline document in DOCX format. The final deliverable is the completed report file.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A summarized literature review report covering microwave heating mechanisms, banana peel composition, and known ignition temperatures is produced and included.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "A table listing the dielectric properties, moisture content, and relevant thermal characteristics of banana peel material is compiled.",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "A citation list of at least five peer‑reviewed sources on microwave‑induced ignition temperatures and related fire hazards is provided.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "A calibrated heat‑transfer model predicting the temperature profile of a frozen banana peel during 30 s at 50 % microwave power is generated and validated.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "An analytical or numerical solution for temperature versus time of the peel is calculated and documented.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "The maximum temperature reached after 30 s is reported with units and compared to the documented ignition threshold.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "An energy‑absorption estimate and a temperature‑versus‑time plot illustrating the heating curve are produced and included in the report.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "The total microwave energy absorbed by the peel during the experiment is quantified in joules.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "A high‑resolution plot of temperature versus time for the 30‑second heating interval is generated and attached.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "A complete safety‑guideline document in DOCX format containing findings, recommendations, the plot, and supporting data is delivered.",
        "weight": 5,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "A safety‑risk assessment conclusion stating whether repeating the experiment is advisable is included.",
            "weight": 2
          },
          {
            "id": "cp4-2",
            "requirements": "Step‑by‑step safe‑microwaving procedures for frozen bananas with peel are written.",
            "weight": 2
          },
          {
            "id": "cp4-3",
            "requirements": "The final DOCX file named \"Banana_Peel_Microwave_Safety_Guidelines.docx\" is attached to the output.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Educational & Instructional Content"
  },
  "78": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Create a curated collection of high‑quality video demonstrations that teach kitchen knife techniques, covering at least dicing, julienne, and chiffonade. For each technique, write a concise description of no more than forty words that explains the method and its ideal food applications. Identify up to five recent tutorial videos—published within the past three years and sourced from reputable culinary channels—for each technique, and record each video’s title, direct URL, and a brief sentence noting the aspect the video emphasizes, such as hand motion or food type. Where available, include a thumbnail preview using the video’s embed image URL. Assemble all of this information into a single HTML document named \"knife_skills_resources.html\". Structure the document with clear sections for each technique, a summary table that links techniques to their associated videos, and a bibliography of sources. Ensure the HTML uses appropriate heading tags, unordered lists, and a table, and apply basic CSS to enhance readability. The final deliverable is the complete, well‑formatted HTML file.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Produce a complete, well‑formatted HTML file named \"knife_skills_resources.html\" containing curated video collections for dicing, julienne, and chiffonade.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Provide a ≤40‑word description for each technique explaining the method and ideal food applications, inserted as a paragraph in the respective HTML section.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "List up to five recent (≤3 years) reputable tutorial videos per technique, each entry showing title, URL, thumbnail embed image (if available), and a single‑sentence note of the aspect emphasized, formatted as an HTML unordered list.",
            "weight": 2
          },
          {
            "id": "cp1-3",
            "requirements": "Create a summary table that links each technique to its associated video titles (hyperlinked) and include it in the HTML document.",
            "weight": 1
          },
          {
            "id": "cp1-4",
            "requirements": "Add a bibliography section listing all video sources with proper citations.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Verify that all selected videos meet quality criteria: published within three years, from reputable culinary channels, and have functional URLs and thumbnails.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Confirm each video's publish date is within the last three years.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "Validate channel credibility (e.g., ≥50 k subscribers or affiliation with recognized culinary institutions).",
            "weight": 1
          },
          {
            "id": "cp2-3",
            "requirements": "Ensure thumbnail image URLs load correctly and are displayed in the HTML.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Apply basic CSS styling to improve readability, including headings, lists, table borders, and a responsive layout.",
        "weight": 2
      },
      {
        "id": "cp4",
        "requirements": "Deliver the final HTML file as a downloadable artifact and confirm it renders correctly in major browsers (Chrome, Firefox, Edge).",
        "weight": 1
      }
    ],
    "workflow_category_6class": "Educational & Instructional Content"
  },
  "79": {
    "tools": [],
    "files": [
      {
        "type": "image",
        "path": "resources/images/79.png",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "Produce a concise, professional guide that explains the correct and hygienic use of a squat toilet. The guide should begin with a brief textual description of the toilet’s components, which must be derived from the supplied image. It should then present a procedure that includes at least five distinct steps, covering how to manage trousers, maintain balance, and take precautions against wet‑floor hazards. Following the procedure, incorporate a set of at least three safety and hygiene recommendations, such as the use of toilet paper, strategies to avoid slipping, and proper hand‑washing practices. An annotated version of the original image must be included, with clear labels identifying the seat, foot rests, drainage area, and any other relevant parts. The guide should conclude with a one‑page checklist that users can quickly scan before using the facility. The entire guide must be compiled into a single PDF document, limited to no more than 500 words, and should feature headings, numbered steps, and bullet points for the tips and checklist. Success will be measured by the presence of all five required sections in the PDF, legibility of the image annotations, and a step list that contains at least five clearly numbered items.",
        "resources": [
          {
            "type": "image",
            "path": "resources/images/79.png",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "An annotated version of the supplied squat‑toilet image is produced, with clear labels for seat, foot rests, drainage area and any other relevant parts, and the annotation is legible at typical screen resolution",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "The original image is examined to identify all structural components of the toilet",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "A labeled diagram is generated overlaying the original image, using concise labels for each identified component",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "A concise professional guide (≤500 words) is written, containing a brief description of components, a numbered procedure with at least five steps covering trousers, balance, and wet‑floor precautions, and a bulleted list of at least three safety and hygiene recommendations",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Component description paragraph is drafted, directly derived from the annotated image",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "A step‑by‑step procedure with a minimum of five clearly numbered items is created, addressing clothing management, balance, and slip prevention",
            "weight": 1
          },
          {
            "id": "cp2-3",
            "requirements": "A set of at least three bullet‑point safety and hygiene tips (e.g., use of toilet paper, avoiding slips, hand‑washing) is compiled",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A single PDF document is assembled that includes the annotated image, the component description, the numbered procedure, the safety tips, and a one‑page checklist, all formatted with headings, numbered steps and bullet points, and the PDF file is no larger than 5 MB",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "The annotated image and textual sections are laid out in a PDF with clear headings for each required section",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "A one‑page checklist summarising the five procedural steps and safety tips is added at the end of the PDF",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "The final PDF is verified to contain all five required sections, the image annotations are legible, and the procedure list includes at least five numbered steps; verification result is reported",
        "weight": 1,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "A checklist confirming presence of component description, annotated image, numbered procedure, safety tips, and checklist section is produced",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "A visual inspection confirms that each label on the image is readable at 100 % zoom",
            "weight": 1
          },
          {
            "id": "cp4-3",
            "requirements": "The step list is counted to confirm a minimum of five distinct numbered items",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Educational & Instructional Content"
  },
  "80": {
    "tools": [],
    "files": [
      {
        "type": "image",
        "path": "resources/images/80.png",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "The task requires extracting the exact wording and any symbols displayed on the supplied traffic sign image, then researching U.S. traffic regulations to determine which actions the \"No engine braking\" sign prohibits, such as downshifting, use of engine retarders, or particular gear‑use practices, and to explain why these restrictions are imposed. The outcome should be a concise, professional report that presents the extracted text, a legal interpretation indicating whether downshifting is prohibited and any related nuances, a rationale describing safety, road‑wear, or environmental reasons for the sign, and a references section containing up to three reliable sources with URLs. The report must be formatted in Markdown with appropriate headings and bullet points, and the same content should also be provided as a Word document (.docx) and an HTML file, with the file names included in the final answer. All statements must be supported by the cited sources.",
        "resources": [
          {
            "type": "image",
            "path": "resources/images/80.png",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A text block containing the exact wording and any symbols extracted from the provided traffic sign image is produced and included in the report.",
        "weight": 2,
        "sub_tasks": []
      },
      {
        "id": "cp2",
        "requirements": "A legal interpretation summarizing U.S. traffic regulations that specifies whether the sign prohibits downshifting, engine retarders, or other gear‑use actions, and clarifies any conditions or exceptions, is provided in the report.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "A definitive statement indicating if downshifting is fully prohibited, conditionally prohibited, or allowed under the sign’s authority is included.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "Specific actions (e.g., use of engine retarders, gear‑selection on declines) covered by the sign are listed and explained.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A rationale section describing the safety, road‑wear, environmental, or noise‑reduction reasons for the sign’s existence is written and supported by cited sources.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "The primary reason for the sign (e.g., preventing brake overheating or reducing road surface damage) is identified and justified.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Additional contextual information or examples of typical locations where such signs are used are provided.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "A concise, professional report formatted in Markdown with headings and bullet points is generated, and equivalent .docx and .html files are created; filenames are listed, and a references section containing up to three reliable URLs is included.",
        "weight": 4,
        "sub_tasks": []
      }
    ],
    "workflow_category_6class": "Information Retrieval & Knowledge QA"
  },
  "81": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Create a concise, professional guide aimed at travelers who are backpacking through Uzbekistan, Kyrgyzstan, and Tajikistan, focusing on practical tactics that reduce the likelihood of harassment, unnecessary stops, or bribery attempts by police and border guards. The guide should be organized with a clear heading hierarchy, employing Heading 1 for major sections and Heading 2 for subsections, and must contain an introductory segment that outlines context and objectives, a pre‑trip preparation portion covering documentation, research, and local contacts, an in‑country tactics chapter detailing behavioral strategies, communication approaches, appropriate attire, route planning, technology usage, and emergency protocols, a legal awareness section that outlines relevant local laws, rights, and polite methods for declining illegal requests, an emergency resources part listing embassy contacts, local NGOs, hotline numbers, and a template complaint letter, and a concluding summary checklist. Within the content, at least eight distinct, actionable tactics should be presented, each described in two to three sentences and supported by a footnote citation from a reputable source such as a government travel advisory, an established travel blog, or a human‑rights organization, followed by a numbered reference list. A two‑column table titled \"Tactic vs. Risk Mitigation Level\" must be included, pairing each tactic with an effectiveness rating of Low, Medium, or High. The tone should remain professional throughout, avoiding colloquialisms, and all citations should be formatted in footnote style so that the document is self‑contained without requiring external hyperlinks. The final deliverable should be provided both as a Microsoft Word document (.docx) and as a PDF version that faithfully replicates the Word layout.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A fully formatted .docx guide document adhering to the specified heading hierarchy, sections, eight actionable tactics with footnote citations, and the required introductory, preparation, tactics, legal, emergency, and checklist sections is produced and ready for review",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "An introductory segment outlining context and objectives is written and incorporated",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "A pre‑trip preparation section covering documentation, research, and local contacts is completed",
            "weight": 1
          },
          {
            "id": "cp1-3",
            "requirements": "An in‑country tactics chapter containing at least eight distinct, actionable tactics (2‑3 sentences each) with footnote citations is created",
            "weight": 2
          },
          {
            "id": "cp1-4",
            "requirements": "A legal awareness section summarizing relevant laws, rights, and polite refusal methods is added",
            "weight": 1
          },
          {
            "id": "cp1-5",
            "requirements": "An emergency resources part listing embassy contacts, NGOs, hotlines, and a template complaint letter is included",
            "weight": 1
          },
          {
            "id": "cp1-6",
            "requirements": "A concluding summary checklist is generated",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "A two‑column table titled \"Tactic vs. Risk Mitigation Level\" pairing each listed tactic with an effectiveness rating (Low, Medium, High) is inserted into the document",
        "weight": 3
      },
      {
        "id": "cp3",
        "requirements": "A numbered reference list containing all footnote citations from reputable sources (government advisories, travel blogs, human‑rights organizations) is compiled and placed at the end of the guide",
        "weight": 2
      },
      {
        "id": "cp4",
        "requirements": "Both a .docx file and a PDF version faithfully replicating the Word layout are generated and packaged for delivery",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "The .docx guide is converted to PDF while preserving formatting, headings, tables, and footnotes",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "The final .docx and PDF files are validated for completeness and made available for download",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Educational & Instructional Content"
  },
  "82": {
    "tools": [],
    "files": [
      {
        "type": "image",
        "path": "resources/images/82.png",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "The task provides an image located at resources/images/82.png depicting a typical Italian hotel bidet. You must produce a concise, professional guide aimed at first‑time visitors. The guide should begin with a brief technical description of a bidet and its intended purpose. It should then present clear instructions on how to operate the bidet correctly, covering water temperature, faucet controls, posture, and hygiene tips. It must also identify actions, substances, or items that should not be used with the bidet. Additionally, the guide should discuss cultural and social norms surrounding bidet use in Italy and comparable European countries, and include citations from reliable online sources. The final output must be provided in two formats: a complete HTML5 file that includes proper <html>, <head>, and <body> tags, and a Microsoft Word document (DOCX). Both files should contain a descriptive heading, the required sections—formatted with bullet points or numbered lists where appropriate—a short caption beneath the supplied image, and hyperlinked references for each source.",
        "resources": [
          {
            "type": "image",
            "path": "resources/images/82.png",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Produce the complete textual guide content covering: (a) a technical description of a bidet and its purpose, (b) step‑by‑step usage instructions (water temperature, faucet controls, posture, hygiene), (c) prohibited actions, substances, or items, and (d) cultural and social norms in Italy and comparable European countries with properly formatted hyperlinked citations.",
        "weight": 5,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "A concise technical description of a bidet and its intended purpose is written and included.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "Clear, numbered usage instructions covering temperature, faucet controls, posture, and hygiene are provided.",
            "weight": 2
          },
          {
            "id": "cp1-3",
            "requirements": "A bullet‑list of actions, substances, or items that must not be used with the bidet is produced.",
            "weight": 1
          },
          {
            "id": "cp1-4",
            "requirements": "Cultural and social norms for bidet use in Italy and comparable European countries are summarized, each statement accompanied by a live hyperlink to a reliable source.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Generate a valid HTML5 file that contains the full guide, includes proper <html>, <head>, and <body> tags, embeds the supplied image with a descriptive caption, formats sections with bullet points or numbered lists, and provides hyperlinked reference list.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "An HTML file with correct structural tags (<html>, <head>, <body>) is created.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "The image at resources/images/82.png is embedded and displayed with a short caption beneath it.",
            "weight": 1
          },
          {
            "id": "cp2-3",
            "requirements": "All guide sections are formatted using appropriate HTML list elements and headings.",
            "weight": 1
          },
          {
            "id": "cp2-4",
            "requirements": "Reference entries are rendered as hyperlinked <a> tags pointing to the original sources.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Create a Microsoft Word (DOCX) document that mirrors the HTML guide content, includes the image with caption, uses styled headings, bullet/numbered lists, and contains clickable hyperlinked citations.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "A DOCX file is produced containing the full guide text with proper heading hierarchy.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "The bidet image is inserted with a centered caption directly below it.",
            "weight": 1
          },
          {
            "id": "cp3-3",
            "requirements": "All instructional sections are formatted as bulleted or numbered lists consistent with Word styling.",
            "weight": 1
          },
          {
            "id": "cp3-4",
            "requirements": "All reference URLs are embedded as active hyperlinks within the document.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Validate that both the HTML5 and DOCX outputs render correctly, contain all required sections, display the image with caption, and have functioning hyperlinked references.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "HTML file passes W3C validation without errors and displays all content as intended.",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "DOCX file opens in Microsoft Word with correct formatting, image, caption, and clickable links.",
            "weight": 1
          },
          {
            "id": "cp4-3",
            "requirements": "A checklist confirming inclusion of technical description, usage steps, prohibited items list, cultural norms, image caption, and hyperlinked references is completed.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Educational & Instructional Content"
  },
  "83": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "The task involves researching the name‑field restrictions of at least ten major international airlines as well as three Chinese carriers, concentrating on the characters that are permitted, the maximum length allowed, and the handling of hyphens. Current policy information must be gathered from airline FAQs, support pages, and official travel regulations. The results for each airline should be organized into a CSV table containing the airline name, allowed characters, maximum length, hyphen policy, and the source URL. An average of the maximum name lengths across all airlines should be determined, and the strictest and most lenient limits identified. A visual comparison chart should be produced to illustrate the maximum allowable name length for each airline. All findings, the CSV table, the calculated statistics, and the chart are to be compiled into a professionally formatted Word document, which also includes a concise checklist that travelers can follow to ensure the ticket name matches the passport exactly.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A CSV file listing each airline with allowed characters, maximum name length, hyphen policy, and source URL is generated and saved.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Data for at least ten major international airlines and three Chinese carriers is collected from official FAQs, support pages, or travel regulations, confirming allowed characters, max length, and hyphen handling.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "The collected data is verified for accuracy and completeness, ensuring no missing fields.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Statistical analysis results are produced, including the average maximum name length across all airlines and identification of the strictest and most lenient limits, presented in a summary table.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Average of maximum name lengths is calculated and documented.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "Airlines with the shortest and longest allowed name lengths are identified and highlighted.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A visual comparison chart illustrating the maximum allowable name length for each airline is created and saved as an image file.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Bar chart displaying each airline's maximum name length is generated.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "The chart image file is stored and its path recorded.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "A professionally formatted Word document is compiled containing the CSV table, statistical summary, visual chart, and a concise traveler checklist, and the document is saved with its location provided.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "The CSV table is inserted into the Word document.",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "Statistical summary and chart image are embedded in the document.",
            "weight": 1
          },
          {
            "id": "cp4-3",
            "requirements": "A concise checklist for ensuring ticket name matches passport exactly is added to the document.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Data Analysis & Quantitative Reasoning"
  },
  "84": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "The guide should be concise and professional, enabling a traveler to locate sit‑down restaurants in any U.S. city that operate under a no‑tip policy and compensate staff with a living wage. It must explain several reliable ways to discover such establishments, including the use of specific searchable keywords, consultation of dedicated no‑tip restaurant directories, and application of filterable criteria on major review platforms. The guide should describe a workflow that a traveler can follow using only publicly available online resources, and it should provide a reproducible checklist of indicators that suggest a restaurant follows a no‑tip model, such as explicit “no‑tip” wording on the website, posted wage information, or third‑party certification. A sample city‑specific appendix should be included, listing at least five no‑tip restaurants for three major U.S. cities in a table that contains columns for City, Restaurant Name, Address, Website URL, and a note on the wage policy. Additionally, a simple bar chart visualizing the number of identified no‑tip restaurants per sample city should be generated and embedded in the document with an appropriate caption. The final product must be delivered as a Microsoft Word (.docx) file named “No‑Tip Restaurant Travel Guide.docx”. Success will be measured by the presence of all required sections in the Word file, the table containing the specified number of entries, and the chart being correctly rendered and captioned.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Produce a concise professional Word guide that outlines reliable methods to locate no‑tip sit‑down restaurants in any U.S. city.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "A list of at least three publicly available online resources (searchable keyword guides, dedicated no‑tip directories, filterable review platform criteria) is compiled and documented in the guide.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "Step‑by‑step workflow instructions for using those resources to find no‑tip restaurants are written and included.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Define a reproducible checklist of observable indicators that confirm a restaurant operates under a no‑tip, living‑wage model.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "A table of specific indicators (e.g., explicit “no‑tip” wording on website, posted wage amounts, third‑party certification logos) is created and described.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "Real‑world examples illustrating each indicator are provided in the guide.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Create a city‑specific appendix with a table of at least five no‑tip restaurants for three major U.S. cities, including required columns.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "For each of the three cities, five qualifying restaurants are identified, verified against the checklist, and listed with City, Restaurant Name, Address, Website URL, and a note on wage policy.",
            "weight": 3
          },
          {
            "id": "cp3-2",
            "requirements": "The appendix table is formatted consistently and embedded in the Word document.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Generate a bar chart visualizing the number of identified no‑tip restaurants per sample city, embed it with a caption, and deliver the final .docx file named “No‑Tip Restaurant Travel Guide.docx”.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "A bar chart showing counts per city is produced and exported as an image suitable for Word insertion.",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "The chart is embedded in the guide with an appropriate caption and the document is saved as “No‑Tip Restaurant Travel Guide.docx”.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Business & Marketing Strategy"
  },
  "85": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Create a concise, professional safety guide intended for individuals who are approached on the streets of New York City by people offering a “free” hip‑hop CD and then demanding a donation. The guide must be delivered as a single PDF file named \"NYC_CD_Scam_Guide.pdf\" and adhere to a set of concrete specifications. It should begin with a title page that prominently displays the heading “How to Defuse Street CD‑Giveaway Scams in NYC.” Following the title, include a brief description of the typical scam scenario, limited to no more than 150 words, and then present a series of step‑by‑step actions designed to allow the reader to safely disengage without paying or compromising personal safety; this set of actions must be organized as a numbered sequence and contain no more than seven steps. After the procedural steps, add a section that lists immediate contacts such as the NYPD non‑emergency line (311) and relevant local community resources, formatted as a bullet list with a maximum of five items. Subsequently, provide a quick‑reference checklist that summarizes the key actions, also formatted as a bullet list and limited to five items. Conclude the guide with a paragraph of no more than one hundred words that reinforces the importance of staying calm and reporting the incident. All content must be fact‑checked against current NYC regulations using publicly available sources, and brief in‑text citations (for example, [NYC Police 2024]) should be included where appropriate. The PDF should employ clear headings, maintain a consistent font size, and convey a professional tone, while ensuring that the total number of bullet points throughout the document does not exceed twelve.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A title page displaying the heading “How to Defuse Street CD‑Giveaway Scams in NYC” is created and placed as the first page of the PDF.",
        "weight": 2
      },
      {
        "id": "cp2",
        "requirements": "A brief description of the typical scam scenario (≤150 words) with appropriate in‑text citations is written and included after the title page.",
        "weight": 2
      },
      {
        "id": "cp3",
        "requirements": "A numbered sequence of ≤7 step‑by‑step actions for safely disengaging from the scam is authored and inserted after the scenario description.",
        "weight": 3
      },
      {
        "id": "cp4",
        "requirements": "A bullet‑list (≤5 items) of immediate contacts such as NYPD non‑emergency line (311) and local resources is compiled and added following the procedural steps.",
        "weight": 2
      },
      {
        "id": "cp5",
        "requirements": "A quick‑reference checklist (≤5 bullet points) summarizing the key actions is created and placed after the contacts section.",
        "weight": 2
      },
      {
        "id": "cp6",
        "requirements": "A concluding paragraph (≤100 words) reinforcing calmness and reporting is written and positioned at the end of the guide.",
        "weight": 1
      },
      {
        "id": "cp7",
        "requirements": "The document is formatted with clear headings, consistent font size, professional tone, total bullet points ≤12, citations verified against current NYC regulations, and the final PDF named \"NYC_CD_Scam_Guide.pdf\" is generated.",
        "weight": 3
      }
    ],
    "workflow_category_6class": "Educational & Instructional Content"
  },
  "86": {
    "tools": [],
    "files": [
      {
        "type": "image",
        "path": "resources/images/86.png",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "The objective is to assess how far a traveler can go using only public transport that is completely free to ride, publicly accessible, not self‑propelled, and operates on a regular schedule. Using the attached image of Melbourne’s free tram zone as a reference point, the analysis shall identify every city or region worldwide that provides a contiguous free‑fare public‑transport network that exceeds the size of Melbourne’s. For each identified network, the maximum possible travel distance in kilometres that can be covered without payment shall be determined, based on official route maps and schedules. The findings shall be compiled into a Word document named free_transit_analysis.docx that includes an introduction, a methodology section describing the data sources and analytical approach, a results section containing a table with columns for city, country, network name, maximum free travel distance (km), approximate start and end points, and service frequency, as well as a plot visualising the distances across all networks, and a concluding section with observations. In parallel, a CSV file named free_transit_data.csv shall be provided containing the same table data. All distance calculations shall be performed and rounded to one decimal place, and each network entry shall be accompanied by a citation that includes a URL obtained through web search. No additional files shall be produced.",
        "resources": [
          {
            "type": "image",
            "path": "resources/images/86.png",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Produce a Word document (free_transit_analysis.docx) containing an introduction, methodology, results table, distance plot, and concluding observations as specified.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "A fully formatted Word document with all required sections saved as free_transit_analysis.docx is delivered.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "A plot visualising the maximum free travel distances for all identified networks is embedded in the document.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Generate a CSV file (free_transit_data.csv) that lists city, country, network name, maximum free travel distance (km), approximate start/end points, service frequency, and citation URL, with distances rounded to one decimal place.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "CSV file free_transit_data.csv containing the complete table with correctly rounded distance values and citation URLs is created.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Identify every global contiguous free‑fare public‑transport network larger than Melbourne’s free tram zone, using official route maps and schedules.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "A validated list of cities/regions with free‑fare networks exceeding Melbourne’s, each accompanied by an official source citation, is compiled.",
            "weight": 2
          },
          {
            "id": "cp3-2",
            "requirements": "For each network, the maximum possible travel distance without payment is calculated and rounded to one decimal place.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Write an executive summary that highlights key observations on the relative scale and characteristics of the identified free public‑transport networks worldwide.",
        "weight": 1
      }
    ],
    "workflow_category_6class": "Data Analysis & Quantitative Reasoning"
  },
  "87": {
    "tools": [],
    "files": [
      {
        "type": "image",
        "path": "resources/images/87.png",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "At lots of airports I’ve seen services where they wrap your suitcase in a tight layer of plastic film. I’m not really sure what the point is—while it might protect the bag, it also seems like it would make customs inspections harder or just create more waste. I uploaded a photo of the service. What are the actual advantages of wrapping your luggage in plastic, and do the benefits really outweigh the downsides?",
        "resources": [
          {
            "type": "image",
            "path": "resources/images/87.png",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Analyze the uploaded photo to confirm the context of the user's question",
        "weight": 2,
        "sub_tasks": []
      },
      {
        "id": "cp2",
        "requirements": "Research the advantages of wrapping luggage in plastic film",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Identify and summarize the main advantages of luggage wrapping based on reliable sources",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "Explain how these advantages address common traveler concerns such as security and protection",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Evaluate the potential downsides of wrapping luggage in plastic film",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "List and explain the primary disadvantages, including issues with customs inspection and environmental impact",
            "weight": 2
          },
          {
            "id": "cp3-2",
            "requirements": "Discuss if and how these downsides can be mitigated",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Conclude whether the benefits of luggage wrapping outweigh the downsides",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Summarize the key points for and against luggage wrapping",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "Provide a balanced recommendation based on the analysis",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Information Retrieval & Knowledge QA"
  },
  "88": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "The objective is to investigate why the price shown on shelf‑price labels for bottled drinks in German supermarkets such as REWE may differ from the amount charged at checkout, and to produce a professional report. The investigation should involve gathering up‑to‑date information on German retail pricing practices, covering value‑added tax, deposit (Pfand), rounding rules, promotional pricing, and any legal requirements for shelf labeling. The findings must be presented in a single HTML document that follows a specific structure: the document opens with a centered level‑one heading titled “Why Checkout Prices Differ from Shelf Prices in German Supermarkets”; this is followed by an overview of the issue limited to roughly 150‑200 words; next comes a detailed explanation of pricing mechanisms of about 250 words, addressing VAT, Pfand, rounding, promotions, and mandatory price‑display regulations; an example calculation illustrating the transition from a displayed price of €0.95 to a checkout price of €1.10 should be provided as a step‑by‑step illustration; a frequently asked questions section containing at least three question‑and‑answer items follows; finally, a references section lists a minimum of three URLs cited in the text, formatted as a numbered list. The HTML must be well‑formed, include a meta tag specifying UTF‑8 charset, and apply minimal inline CSS for readability such as font family and line height. The complete markup should be supplied as plain text without attaching a separate file. Success will be measured by the presence and correct ordering of all required sections, the use of at least three distinct reputable sources that are properly cited, calculations that accurately reflect German pricing rules, and HTML that validates without errors.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Deliver a complete HTML report that contains all required sections in the specified order, includes minimal inline CSS, and passes HTML validation without errors.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Generate an HTML document with a UTF‑8 meta tag, a centered <h1> heading, an overview (150‑200 words), a detailed pricing‑mechanism section (≈250 words), a step‑by‑step example calculation, an FAQ with ≥3 Q&A pairs, and a numbered references list with ≥3 reputable URLs.",
            "weight": 3
          },
          {
            "id": "cp1-2",
            "requirements": "Validate the produced markup using an HTML validator and confirm that no errors or warnings are reported.",
            "weight": 1
          },
          {
            "id": "cp1-3",
            "requirements": "Confirm that the references list includes at least three distinct, credible source URLs that are cited within the text.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Provide an accurate, concise explanation of German beverage pricing components (VAT, Pfand, rounding, promotional pricing, and legal label requirements) that will be embedded in the detailed section of the report.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Explain the applicable VAT rate for bottled drinks and how it is applied to the net price.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "Describe the Pfand (deposit) system, typical deposit amounts, and when they are added at checkout.",
            "weight": 1
          },
          {
            "id": "cp2-3",
            "requirements": "Detail German rounding rules for cash transactions and how promotional pricing is displayed on shelves versus final checkout prices.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Create a step‑by‑step calculation that transforms a shelf price of €0.95 into the checkout price of €1.10, reflecting all relevant components.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Compute the net price, add the correct VAT amount, add the standard Pfand, apply German rounding conventions, and show each intermediate result.",
            "weight": 2
          },
          {
            "id": "cp3-2",
            "requirements": "Present the calculation as an ordered list within the HTML report.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Supply a FAQ section containing at least three relevant questions and clear answers that address common confusion about shelf‑price vs. checkout‑price differences.",
        "weight": 1,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Draft three distinct Q&A items based on the research findings.",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "Ensure the FAQ appears after the calculation section in the final HTML document.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Information Retrieval & Knowledge QA"
  },
  "89": {
    "tools": [],
    "files": [
      {
        "type": "image",
        "path": "resources/images/89.png",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "Produce a comprehensive explanation of the functional purpose of the small holes located in the middle of the wire‑stripper, the holes positioned above the “LOOP” label, and the internal teeth on the handles shown in the supplied image. Begin by creating a detailed natural‑language description of the tool’s visual characteristics, with particular emphasis on the mentioned holes and teeth. Next, extract any printed markings or labels present in the image. Then, determine the total count of the identified holes and teeth based on the description and extracted information. Afterward, locate reputable sources such as manufacturer manuals or tool‑review sites that discuss the purpose of these features on wire‑strippers and gather the relevant explanatory content. Finally, assemble the visual description, extracted text, counted statistics, and the referenced information into a polished PDF report that incorporates the original image and presents a concise summary of the findings.",
        "resources": [
          {
            "type": "image",
            "path": "resources/images/89.png",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A detailed natural‑language visual description of the wire‑stripper, highlighting the middle holes, the holes above the “LOOP” label, and the internal handle teeth, is produced and included in the final deliverable.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "The exact count of middle holes, upper‑loop holes, and internal teeth is calculated and presented as a numeric summary.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "All printed markings, labels, and textual elements visible in the image are transcribed and listed verbatim.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Authoritative explanations for the identified holes and teeth are gathered from manufacturer manuals or reputable tool‑review sources and compiled into a cited summary.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "At least two independent, verifiable sources discussing the purpose of each feature are located and their relevant excerpts extracted.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "Each source is properly referenced with title, author, publication date, and URL (if available).",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A polished PDF report that integrates the visual description, extracted textual data, counted statistics, and sourced explanations, and embeds the original image, is generated.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "The PDF file is saved to a designated output path and the path is returned as confirmation of successful creation.",
            "weight": 2
          },
          {
            "id": "cp3-2",
            "requirements": "A concise executive summary highlighting the key findings is included at the beginning of the PDF.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "A final verification checklist confirming that the description, extracted markings, counts, source citations, and PDF output are all present and accurate is produced.",
        "weight": 2,
        "sub_tasks": []
      }
    ],
    "workflow_category_6class": "Information Retrieval & Knowledge QA"
  },
  "90": {
    "tools": [],
    "files": [
      {
        "type": "image",
        "path": "resources/images/90-1.png",
        "url": null
      },
      {
        "type": "video",
        "path": "resources/video/90-2.mp4",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "Analyze the supplied roof runoff images and video to diagnose why water from the upper roof bypasses the gutter. Produce a detailed textual description of the still images, noting roof angles, gutter positions, and visible flow patterns. Summarize the key frames of the video, emphasizing the dynamic water behavior and any observable splash points. Research standard roofing practices and recommended gutter modifications for handling overflow between stacked roofs. Determine the slope angle of the upper roof using any measurable dimensions extracted from the descriptions. Create a plot diagram that illustrates the roof cross‑section, water flow direction, and suggested gutter extensions or diverters. Compile all findings, research insights, the calculated slope, and the generated diagram into a professional PDF guide. The PDF should contain a concise problem summary, research‑backed solutions, an annotated schematic of the roof‑gutter system, and step‑by‑step implementation instructions.",
        "resources": [
          {
            "type": "image",
            "path": "resources/images/90-1.png",
            "url": null
          },
          {
            "type": "video",
            "path": "resources/video/90-2.mp4",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A comprehensive textual description of each still image, detailing roof angles, gutter positions, and visible water flow patterns, is produced and included.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "For every still image, a concise paragraph summarizing visual features (roof pitch, gutter layout, flow direction) is generated.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "All image descriptions are compiled into a single document section.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "A summarised list of key video frames showing dynamic water behavior and splash points, with timestamps and brief annotations, is produced.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Key frames are identified and extracted at moments of notable water movement, each accompanied by a timestamp.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "A narrative summary linking the extracted frames into a coherent description of the runoff process is written.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A research summary of standard roofing practices and recommended gutter modifications for handling overflow between stacked roofs, including cited sources, is delivered.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Relevant industry guidelines, building codes, and expert articles on roof‑to‑gutter overflow mitigation are collected.",
            "weight": 2
          },
          {
            "id": "cp3-2",
            "requirements": "Findings are distilled into actionable recommendations (e.g., gutter extensions, diverters, slope adjustments).",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "The slope angle of the upper roof is calculated from measurable dimensions extracted from the images, and the numeric value with calculation steps is presented.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Measurements are derived from image descriptions, and trigonometric calculation yields the roof pitch angle.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp5",
        "requirements": "A cross‑section plot diagram illustrating the roof profile, water flow direction, and suggested gutter extensions or diverters is created and provided as an image file.",
        "weight": 2
      },
      {
        "id": "cp6",
        "requirements": "All textual descriptions, research insights, slope calculation, and the schematic diagram are compiled into a professional PDF guide containing a problem summary, research‑backed solutions, an annotated roof‑gutter schematic, and step‑by‑step implementation instructions.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp6-1",
            "requirements": "The PDF includes a concise problem statement derived from the analysis.",
            "weight": 1
          },
          {
            "id": "cp6-2",
            "requirements": "Each recommendation is paired with the corresponding diagram annotation.",
            "weight": 1
          },
          {
            "id": "cp6-3",
            "requirements": "Implementation steps are enumerated clearly for a DIY or contractor audience.",
            "weight": 2
          }
        ]
      }
    ],
    "workflow_category_6class": "Planning & Decision Support"
  },
  "91": {
    "tools": [],
    "files": [
      {
        "type": "image",
        "path": "resources/images/91.png",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "The task is to analyse the attached freezer temperature graph (resources/images/91.png) in order to extract the underlying temperature‑time data and confirm the reported roughly 14‑hour periodic increase from about –18 °F to –23 °F before returning to the baseline. The extracted pattern should be described in a concise paragraph. An investigation should then be carried out to clarify why contemporary freezers intentionally exhibit such periodic temperature rises, for example due to defrost cycles, compressor operation, or energy‑efficiency considerations, drawing on up to three reputable sources. All findings must be assembled into a professional report that includes a title page bearing the task title, an executive summary limited to 150 words, a section titled “Graph Interpretation” that details the extracted data and presents a simple table of key points, a section titled “Technical Explanation” that outlines the engineering purpose of the temperature spike with appropriate citations, a section titled “Practical Implications” that lists user expectations and recommended actions, and a reference list containing URLs. The completed document should be formatted as a PDF file named “Freezer_Temperature_Analysis.pdf\".",
        "resources": [
          {
            "type": "image",
            "path": "resources/images/91.png",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A concise paragraph summarizing the extracted temperature‑time data and confirming the ~14‑hour periodic rise from –18 °F to –23 °F is produced, accompanied by a table of key data points extracted from the graph.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "A digitized dataset of temperature versus time values is generated from the graph.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "Verification that the temperature pattern repeats approximately every 14 hours is documented.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "A technical explanation describing why modern freezers intentionally exhibit periodic temperature spikes, supported by up to three reputable sources with proper citations, is delivered.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Summaries of up to three authoritative sources outlining causes such as defrost cycles, compressor management, or energy‑efficiency strategies are compiled.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "The engineering rationale linking the observed spike to the identified mechanisms is articulated.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A practical implications section listing user expectations, potential impacts, and recommended actions regarding the periodic temperature rise is produced.",
        "weight": 2,
        "sub_tasks": []
      },
      {
        "id": "cp4",
        "requirements": "A professional PDF report named \"Freezer_Temperature_Analysis.pdf\" containing a title page, a 150‑word executive summary, the \"Graph Interpretation\" section with data table, the \"Technical Explanation\" section with citations, the \"Practical Implications\" section, and a reference list of URLs is generated.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "All sections are formatted according to professional report standards.",
            "weight": 2
          },
          {
            "id": "cp4-2",
            "requirements": "The final document is exported as a PDF file with the specified filename.",
            "weight": 2
          }
        ]
      }
    ],
    "workflow_category_6class": "Data Analysis & Quantitative Reasoning"
  },
  "92": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Develop a comprehensive DIY guide for constructing a height‑adjustable desk capable of supporting two 22‑inch monitors, a laptop, and additional accessories. Begin by gathering requirements, requesting the user to supply a photo of the intended workspace along with their budget range. Conduct thorough online research to identify affordable electric and manual lifting mechanisms, durable frame materials, and appropriate cable‑management solutions. Perform load and dimension calculations to determine the total weight, required motor torque for electric options, and an optimal desk height range. Compile a parts inventory in CSV format that lists every component—including frame sections, legs, motors, fasteners, wiring, and related items—accompanied by estimated costs. Create a visual design illustration that depicts the desk’s height range, load distribution, and a simple schematic diagram. Finally, assemble the research summary, calculations, parts list, and diagrams into a well‑formatted PDF guide. The final deliverables are a PDF guide, a CSV parts list, and a PNG plot of the design analysis.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Obtain and document user‑provided workspace photo, equipment list, and budget range in a concise requirements summary",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "User supplies a clear photo of the intended workspace and specifies a budget range",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "Requirements summary PDF containing workspace dimensions, monitor/laptop specs, and budget limits is produced",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Deliver a comparative analysis of affordable electric and manual lifting mechanisms, frame materials, and cable‑management solutions",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Table of at least three electric lifting mechanisms with cost, motor torque, power requirements, and installation complexity is generated",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "Table of at least three manual lifting mechanisms (e.g., screw‑jacks, pneumatic) with cost, effort rating, and installation steps is generated",
            "weight": 2
          },
          {
            "id": "cp2-3",
            "requirements": "Recommendation matrix matching frame material options (e.g., hardwood, aluminum, steel) to durability, cost, and ease of fabrication is produced",
            "weight": 1
          },
          {
            "id": "cp2-4",
            "requirements": "List of cable‑management accessories (clips, trays, sleeves) with pricing and compatibility notes is compiled",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Perform engineering calculations and produce a design illustration that validates load capacity, required motor torque, and height range",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Total static load (monitors, laptop, accessories) is calculated and documented in a load‑analysis report",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Motor torque requirement for the selected electric mechanism is computed based on load and desired lift speed",
            "weight": 1
          },
          {
            "id": "cp3-3",
            "requirements": "Optimal desk height range (minimum, maximum) is determined and justified with ergonomic guidelines",
            "weight": 1
          },
          {
            "id": "cp3-4",
            "requirements": "PNG illustration showing desk height envelope, load distribution diagram, and schematic of the lifting mechanism is created",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Compile all research, calculations, parts list, and diagrams into the final deliverables: PDF guide, CSV parts inventory, and PNG design plot",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "CSV file containing every component (frame sections, legs, motors, fasteners, wiring, accessories) with part numbers, quantities, and estimated costs is generated",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "Comprehensive PDF guide that includes requirements summary, research tables, calculation results, assembly instructions, safety tips, and the PNG illustration is produced",
            "weight": 2
          },
          {
            "id": "cp4-3",
            "requirements": "All files (PDF guide, CSV parts list, PNG plot) are packaged and made ready for delivery",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Educational & Instructional Content"
  },
  "93": {
    "tools": [],
    "files": [
      {
        "type": "image",
        "path": "resources/images/93.png",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "The task requires reviewing the electrician‑installed metal plates visible in the image located at resources/images/93.png. A concise natural‑language description of the image—including the location and appearance of the plates—must be produced. Relevant residential electrical wiring standards, such as the NEC and applicable local building codes concerning the use of metal reinforcement plates over studs, should be researched and the most pertinent findings summarized. Using the description and code research, an assessment is needed to determine whether the plates are intended to reinforce the studs, protect wiring, serve as fire‑stop or code‑required protective plates, and to evaluate how typical this practice is. At least two alternative methods—such as employing protective plates of different material, conduit, or protective sleeves—must be identified and their advantages and disadvantages discussed. The final output is a professional report in Microsoft Word format named \"MetalPlate_Analysis.docx\". The report must contain the sections Title, Image Description, Code Findings, Interpretation, Alternatives, and Conclusion, incorporate the image description text, include bullet‑point summaries where appropriate, and contain a placeholder note indicating where the original image should be inserted. The generated DOCX file is the deliverable.",
        "resources": [
          {
            "type": "image",
            "path": "resources/images/93.png",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Provide a concise natural‑language description of the uploaded image, specifying the location, size, material, and arrangement of the metal plates on the studs.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Generate a brief paragraph describing the visual appearance of the plates and their relationship to surrounding framing members.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "Identify visual cues in the description that suggest a functional purpose (e.g., reinforcement, fire‑stop, wiring protection).",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Research and summarize the applicable sections of the NEC and relevant local building codes concerning metal reinforcement or protective plates over studs.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Produce a bullet‑point list of the code citations that address the use of metal plates for stud reinforcement, fire‑stop, or wiring protection.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "Explain which code requirements are directly relevant to the observed plates and note any mandatory installation criteria.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Assess the intended function of the plates and evaluate how common this practice is in residential construction.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Deliver an interpretation that links the image description with the code findings to state whether the plates are for reinforcement, fire‑stop, wiring protection, or another purpose.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Provide a concise statement on the typicality of this practice, citing industry references or code prevalence where available.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Identify alternative solutions and produce a complete Word report containing all required sections.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "List at least two alternative methods (e.g., non‑metallic protective plates, conduit, protective sleeves) with a comparative table of advantages and disadvantages.",
            "weight": 2
          },
          {
            "id": "cp4-2",
            "requirements": "Generate a Microsoft Word document named \"MetalPlate_Analysis.docx\" that includes the sections Title, Image Description, Code Findings, Interpretation, Alternatives, and Conclusion, incorporates the image description text, uses bullet‑point summaries where appropriate, and contains a placeholder note for inserting the original image.",
            "weight": 2
          }
        ]
      }
    ],
    "workflow_category_6class": "Business & Marketing Strategy"
  },
  "94": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "The task is to design a future‑proof LAN infrastructure for a new small house. First, the latest residential Ethernet cabling standards—including categories, maximum length, and PoE support—should be retrieved from current sources, and a summary of the three most relevant references must be created. Next, using typical room dimensions, the cable lengths required for two sockets in each room are to be calculated and recorded in a CSV file that lists the room, socket identifier, cable type, and estimated length in meters, performing any necessary unit conversions. Then, a network topology diagram should be produced that depicts the central switch location, DSL modem, NAS, WiFi access point, and all room sockets. Finally, all wiring guidelines, recommended safety separation distances from power lines, patch‑panel suggestions, and a complete bill of materials are to be compiled into a professional PDF report that incorporates both the CSV table and the topology diagram. The required deliverables are a concise summary of the standards, the CSV file, the topology diagram image, and the PDF report.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A concise summary of the latest residential Ethernet cabling standards (categories, maximum length, PoE support) with citations of the three most relevant current references is produced and included.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Three up-to-date reference sources covering Ethernet cabling standards are identified and listed.",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "Key specifications (category, max length, PoE capability) from each reference are extracted and tabulated.",
            "weight": 1
          },
          {
            "id": "cp1-3",
            "requirements": "The extracted data are synthesized into a clear, human‑readable summary document.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "A CSV file named `room_cable_lengths.csv` containing rows for each room socket (room, socket identifier, cable type, estimated length in meters) is generated.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Typical room dimensions are applied to compute the required cable run for two sockets per room.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "All lengths are converted to meters and rounded appropriately.",
            "weight": 1
          },
          {
            "id": "cp2-3",
            "requirements": "The calculated data are written to a correctly formatted CSV file.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A network topology diagram image (PNG or SVG) illustrating the central switch location, DSL modem, NAS, Wi‑Fi AP, and all room sockets is created.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Physical locations of the central switch, DSL modem, NAS, Wi‑Fi AP, and each room socket are represented accurately.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Logical connections between devices and cables are visualized with clear labels.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "A professional PDF report that incorporates the standards summary, the CSV table, the topology diagram, wiring guidelines, safety separation distances, patch‑panel recommendations, and a full bill of materials is compiled and delivered.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Wiring guidelines and recommended separation distances from power lines are written and formatted.",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "Patch‑panel layout and bill of materials are detailed and tabulated.",
            "weight": 1
          },
          {
            "id": "cp4-3",
            "requirements": "The standards summary, CSV table, and topology diagram are embedded into the report with proper captions.",
            "weight": 1
          },
          {
            "id": "cp4-4",
            "requirements": "The final document is exported as a PDF file ready for client delivery.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Planning & Decision Support"
  },
  "95": {
    "tools": [],
    "files": [
      {
        "type": "image",
        "path": "resources/images/95.png",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "Examine the uploaded photo of the Y‑shaped screwdriver bit to identify its specific purpose and typical applications. Produce a detailed natural‑language description of the bit’s visual characteristics, including its shape, groove pattern, and angle. Gather information that matches the observed bit by researching relevant specifications and summarize the most pertinent details about its intended use, providing source citations for each reference. Create an annotated version of the original image by overlaying a translucent box around the bit and adding a text label that identifies the bit by name. Compile all of these elements—the textual description, the cited summary of findings, the annotated image, and practical usage recommendations—into a professional DOCX report. Deliver the completed report file together with any intermediate assets required for verification.",
        "resources": [
          {
            "type": "image",
            "path": "resources/images/95.png",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A concise natural‑language description of the bit’s visual characteristics (shape, groove pattern, angle) is produced and included in the report.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "A detailed image description derived from the uploaded photo is generated and attached as a text excerpt.",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "An annotated version of the original image with a translucent box around the bit and a text label identifying the bit by name is created and saved as a PNG file.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "A verified identification of the screwdriver bit type is determined and recorded.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "At least two reputable sources (manufacturer datasheets or technical articles) that confirm the bit’s designation are cited with URLs.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "The bit’s typical applications (e.g., security screws, automotive, aerospace) are summarized in bullet points.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A concise summary of specifications (size range, torque rating, compatible screw types) matching the observed bit is compiled with source citations.",
        "weight": 2
      },
      {
        "id": "cp4",
        "requirements": "A professional DOCX report containing the visual description, cited summary of findings, annotated image, and practical usage recommendations is generated and the .docx file is delivered.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "The report includes a table of usage recommendations with at least three example scenarios.",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "A bibliography section lists all sources with proper citation format.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Information Retrieval & Knowledge QA"
  },
  "96": {
    "tools": [],
    "files": [
      {
        "type": "image",
        "path": "resources/images/96.png",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "The task is to evaluate the intermittent power loss affecting roughly half of the residence, where outlets occasionally deactivate and power resumes when hot‑water faucets are opened or the well pump operates. The supplied image (resources/images/96.png) of the electrical panel and fault location should be examined to identify any observable wiring problems, labeling inconsistencies, or voltage readings. The analysis must include extraction of all alphanumeric markings visible in the image and a concise natural‑language description of its content. An optional investigation of typical reasons for a circuit losing power when a well pump runs should be conducted by searching relevant sources. All findings are to be compiled into a professionally formatted PDF diagnostic report that includes a title with the date, a summary of the issue, the extracted image text and description as appendices, a discussion of probable causes such as a shared neutral, back‑feeding, voltage drop caused by the pump, or breaker problems, and a set of recommended remediation steps that address safety precautions and specify when an electrician should be consulted. The final deliverable is the PDF report, which must be clear, actionable, and meet professional formatting standards.",
        "resources": [
          {
            "type": "image",
            "path": "resources/images/96.png",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A list of all alphanumeric markings extracted from the panel image, organized by location, is presented in the report.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "A concise natural‑language description of the panel image content is written and included as an appendix.",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "Any observable wiring problems, labeling inconsistencies, or abnormal voltage readings are identified and documented.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "A discussion of probable causes for the intermittent power loss, such as shared neutral, back‑feeding, voltage drop from the well pump, or breaker issues, is included with supporting evidence.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "A summary of typical reasons for a circuit losing power when a well pump runs, compiled from relevant sources, is provided.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A set of recommended remediation steps, specifying safety precautions and criteria for when to consult an electrician, is provided in the report.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "A safety checklist covering lock‑out/tag‑out procedures and personal protective equipment is listed.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "A prioritized action plan outlining immediate, medium‑term, and long‑term corrective measures is outlined.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "A professionally formatted PDF diagnostic report containing title, date, issue summary, extracted image text, image description, cause discussion, and remediation steps is generated and made available.",
        "weight": 2,
        "sub_tasks": []
      }
    ],
    "workflow_category_6class": "Planning & Decision Support"
  },
  "97": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "The task is to produce a comprehensive DIY tool guide that identifies the top fifteen essential tools for a DIY enthusiast and provides a brief explanation of each tool's utility. For each tool, typical price ranges should be gathered and an average cost calculated using arithmetic operations. The tools must be organized into functional groups such as cutting, fastening, measuring, and power, and the total average cost for each category should be computed, solving any budgeting equations as necessary. The average cost per category should be visualized with a clear bar chart. All findings, including the tool list, explanations, cost tables, and the generated chart, should be compiled into a professionally formatted PDF report, which will be delivered as the primary output.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Identify and list the top fifteen essential DIY tools, grouped into functional categories (cutting, fastening, measuring, power).",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Produce a table enumerating each of the fifteen tools with its assigned functional category.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "Provide a concise explanation of each tool's utility and why it is essential for DIY enthusiasts.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Gather typical market price ranges for each listed tool and calculate the average cost per tool.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Collect minimum and maximum price values for every tool from reliable sources.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "Compute the arithmetic mean of the price range for each tool, producing a numeric average cost.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Calculate total average cost per functional category and visualize the results with a bar chart.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Sum the average costs of tools within each category to obtain a category-level average expenditure.",
            "weight": 2
          },
          {
            "id": "cp3-2",
            "requirements": "Generate a clear bar chart displaying average cost per category.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Assemble all findings into a professionally formatted PDF report as the final deliverable.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Include the tool list with explanations, individual cost tables, category cost summary, and the bar chart in the PDF.",
            "weight": 2
          }
        ]
      }
    ],
    "workflow_category_6class": "Educational & Instructional Content"
  },
  "98": {
    "tools": [],
    "files": [
      {
        "type": "image",
        "path": "resources/images/98-1.png",
        "url": null
      },
      {
        "type": "image",
        "path": "resources/images/98-2.png",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "You are given two images of a residential electric outlet showing different orientations of the grounding hole (resources/images/98-1.png and resources/images/98-2.png). Complete a workflow that results in a single PDF document summarizing your findings. Generate a detailed natural-language description of each outlet, noting the position of the ground slot, the shape of the receptacle, and any visible labeling or markings. Extract any printed text or symbols that may indicate model numbers, safety standards, or manufacturer notes. Research the relevant electrical code (e.g., NEC, IEC) and regional standards that define the correct orientation of the ground hole for household outlets, and summarize the applicable rule(s). Perform a quick quantitative check to verify whether the dimensions shown in the images comply with the standard’s tolerance limits, if any numerical specifications are found. Produce a comparative visual that shows the two orientations side-by-side, labeling the ground slot position for each case. Compile all the information—descriptions, extracted text, web-search summary, compliance calculation, and the visual comparison—into a well-formatted PDF report that includes an executive summary, a table of extracted metadata, a section on code compliance, and the visual comparison. Deliver a PDF file named \"Outlet_Ground_Orientation_Report.pdf\" containing the complete analysis.",
        "resources": [
          {
            "type": "image",
            "path": "resources/images/98-1.png",
            "url": null
          },
          {
            "type": "image",
            "path": "resources/images/98-2.png",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Generate detailed natural-language description for each outlet image, noting ground slot position, receptacle shape, and any visible labeling or markings.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Produce description for image resources/images/98-1.png.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "Produce description for image resources/images/98-2.png.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Extract all printed text, model numbers, safety symbols, and manufacturer notes from both outlet images.",
        "weight": 3
      },
      {
        "id": "cp3",
        "requirements": "Research applicable electrical codes (NEC, IEC, regional standards) that define correct ground hole orientation and summarize the rule(s) with citations.",
        "weight": 3
      },
      {
        "id": "cp4",
        "requirements": "Perform quantitative dimension check comparing image measurements to code tolerances and produce a compliance verdict with supporting calculations.",
        "weight": 2
      },
      {
        "id": "cp5",
        "requirements": "Create a side-by-side visual comparison of the two orientations, labeling ground slot positions for each case.",
        "weight": 2
      },
      {
        "id": "cp6",
        "requirements": "Assemble executive summary, metadata table, code‑compliance analysis, and visual comparison into a formatted PDF named 'Outlet_Ground_Orientation_Report.pdf' and provide the file.",
        "weight": 4
      }
    ],
    "workflow_category_6class": "Data Analysis & Quantitative Reasoning"
  },
  "99": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Produce a comprehensive guide for quieting noisy interior doors while preserving the frame and paint. The guide should begin with a thorough identification of the most effective, non‑abrasive lubricants and any necessary installation accessories for door hinges and frame contacts. It must then determine the optimal amount of lubricant and the appropriate adjustment angles for standard three‑inch hinges, applying basic geometry to derive these values. The findings and calculations should be distilled into a clear, step‑by‑step instruction set. In addition, create a simple illustration that depicts a door hinge with the recommended lubricant placement, accompanied by a visual representation that shows how hinge angle adjustments correlate with noise reduction. Finally, assemble the textual instructions, calculations, and visual assets into a professionally formatted PDF guide suitable for printing or digital distribution.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Produce a vetted list of non‑abrasive lubricants and required installation accessories for interior door hinges and frame contacts.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "A table ranking lubricants (e.g., silicone spray, PTFE dry‑film, wax paste) by effectiveness, compatibility with painted wood, and non‑staining properties is generated.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "A checklist of required accessories (precision applicator, cleaning cloth, masking tape) is compiled.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Derive the optimal lubricant quantity and hinge adjustment angles for standard 3‑inch hinges using geometric analysis.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "A mathematical model linking hinge leaf gap, leaf thickness, and angle to frictional torque is presented.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "Calculated optimal lubricant volume (e.g., 0.05 mL per leaf) and target adjustment angle range (e.g., 0.5°–1.0° for quiet operation) are documented.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Create clear visual assets that illustrate lubricant placement and angle‑adjustment impact on noise.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "A labeled illustration showing the hinge with recommended lubricant droplets on pin and barrel is produced.",
            "weight": 2
          },
          {
            "id": "cp3-2",
            "requirements": "A side‑by‑side diagram correlating hinge angle deviation with measured decibel reduction is generated.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Compile textual instructions, calculations, and visuals into a professionally formatted PDF guide.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "A step‑by‑step written guide incorporating the tables, formulas, and safety notes is authored.",
            "weight": 2
          },
          {
            "id": "cp4-2",
            "requirements": "All assets are laid out in a PDF with page numbers, a contents page, and high‑resolution images, ready for printing or digital distribution.",
            "weight": 2
          }
        ]
      }
    ],
    "workflow_category_6class": "Educational & Instructional Content"
  },
  "101": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Develop a detailed, evidence‑based plan to safely rebuild trust with a 7‑month‑old kitten that has been repeatedly mishandled. The plan should begin by locating at least three reputable web articles or PDF guides that cover feline stress recovery and trust‑building techniques. Any PDF sources discovered must be processed to extract their full text content. The extracted information should then be synthesized and used to calculate a concrete daily interaction schedule, specifying minutes per day and the frequency of gentle play, feeding, and grooming. Based on this schedule, a visual progress timeline chart should be created to illustrate weekly milestones of the kitten’s comfort levels. Finally, all recommendations, the schedule table, and the chart should be compiled into a professionally formatted Word document that includes clear headings, bullet points, and embedded visuals.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Locate at least three reputable web articles or PDF guides covering feline stress recovery and trust‑building techniques",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Provide URLs and citation details for three qualified web articles",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "Identify and list URLs for three qualified PDF guides, confirming their credibility",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Extract full text content from each identified PDF guide",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Produce a clean, searchable text file for each PDF source",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "Verify that extracted text retains all headings, tables, and key recommendations",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Synthesize extracted information and calculate a concrete daily interaction schedule",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Create an evidence‑based schedule specifying minutes per day and frequency of gentle play, feeding, and grooming",
            "weight": 2
          },
          {
            "id": "cp3-2",
            "requirements": "Present the schedule in a clear, labeled table format",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Generate a visual progress timeline chart illustrating weekly comfort‑level milestones",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Produce a chart image that maps the daily schedule to expected weekly progress",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "Ensure the chart includes legend, axes labels, and milestone annotations",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp5",
        "requirements": "Compile all recommendations, schedule table, and chart into a professionally formatted Word document",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp5-1",
            "requirements": "Assemble content with clear headings, bullet points, and embed the schedule table and chart",
            "weight": 1
          },
          {
            "id": "cp5-2",
            "requirements": "Export the document as a .docx file and verify proper formatting and embedded visuals",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Planning & Decision Support"
  },
  "102": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Develop a comprehensive first‑day kitten care assessment report that integrates authoritative information on normal behavior and common health concerns for a six‑week‑old kitten, summarizes those findings, and calculates an optimal feeding and hydration schedule based on the kitten’s age and typical intake guidelines. Incorporate logical conditions that flag follow‑up actions when specific circumstances, such as recent ear‑mite treatment, are present. Organize all of this content into a well‑structured PDF that includes a description of observed behaviors, a comparison against normal benchmarks, an immediate‑care checklist, a detailed feeding and hydration schedule table, and a list of warning signs requiring veterinary attention. In addition, produce a single‑page infographic image that visually emphasizes the key care points. Both the PDF document and the infographic image should be delivered as the final outputs.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A comprehensive PDF report is generated that includes (a) observed behavior description, (b) comparison against normal benchmarks for a 6‑week‑old kitten, (c) immediate‑care checklist, (d) detailed feeding and hydration schedule table, and (e) list of warning signs requiring veterinary attention.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Observed behaviors are documented in clear prose and organized under a dedicated section.",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "Benchmark comparison table is presented, showing normal ranges for each behavior category.",
            "weight": 1
          },
          {
            "id": "cp1-3",
            "requirements": "Immediate‑care checklist with actionable items is included.",
            "weight": 1
          },
          {
            "id": "cp1-4",
            "requirements": "Feeding and hydration schedule table is calculated using age‑appropriate intake guidelines and displayed.",
            "weight": 1
          },
          {
            "id": "cp1-5",
            "requirements": "Warning‑signs list with concise descriptions is appended.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "A single‑page infographic image that visually emphasizes the key care points from the PDF report is created and delivered.",
        "weight": 2
      },
      {
        "id": "cp3",
        "requirements": "The PDF report contains conditional flags that automatically highlight follow‑up actions when specific circumstances (e.g., recent ear‑mite treatment) are detected.",
        "weight": 2
      },
      {
        "id": "cp4",
        "requirements": "All calculations for feeding and hydration are cross‑checked against authoritative veterinary guidelines and a verification statement is included in the report.",
        "weight": 2
      }
    ],
    "workflow_category_6class": "Educational & Instructional Content"
  },
  "103": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Investigate whether prolonged purring can cause fatigue or stress in domestic cats and produce a professional brief report. The project requires gathering at least three credible scientific sources—such as veterinary studies and peer‑reviewed articles—that address the physiology of cat purring, its energy consumption, and behavioral stress signals. From these sources, extract key quantitative data including typical purring duration, heart‑rate changes, and cortisol levels, then calculate the average purring duration and estimate the proportion of time a cat spends purring relative to its total active period. Using the collected data, develop a simple model that relates purring duration to a stress indicator, such as cortisol concentration. Create a visual illustration that displays the computed average purring duration alongside the modeled stress relationship. Finally, compile the findings, data tables, calculations, and the visual illustration into a well‑structured PDF document that contains an executive summary, methodology, results, and a concise FAQ for cat owners, delivering the PDF report as the final output.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Compile a bibliography of at least three peer‑reviewed scientific sources covering cat purring physiology, energy expenditure, and stress indicators, with URLs or DOI references.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Extract quantitative metrics (typical purring duration, heart‑rate change percentages, cortisol level ranges) from each source.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "Validate the credibility of each source using citation count, journal impact factor, and author expertise.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Calculate the average purring duration and estimate the proportion of active time cats spend purring.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Compute a weighted mean of reported purring durations across the gathered studies.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "Derive the percentage of a cat's active period occupied by purring using average duration and typical activity schedules.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Develop a simple predictive model linking purring duration to a physiological stress indicator (e.g., cortisol concentration).",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Formulate a linear regression (or equivalent) using extracted duration and cortisol data points.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Present the model equation and calculate example stress levels for short, medium, and long purring episodes.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Produce a visual illustration of the results and compile a complete PDF brief report.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Create a chart displaying average purring duration alongside the stress‑indicator model curve.",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "Write an executive summary, methodology, results section, and concise FAQ for cat owners.",
            "weight": 1
          },
          {
            "id": "cp4-3",
            "requirements": "Assemble all data tables, calculations, and the chart into a well‑formatted PDF document.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Data Analysis & Quantitative Reasoning"
  },
  "104": {
    "tools": [],
    "files": [
      {
        "type": "image",
        "path": "resources/images/104.png",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "Create a comprehensive, professional guide for safely administering whole pills or capsules to a cat without crushing them. The process includes generating a detailed textual description of the supplied cat photograph, emphasizing the cat’s posture, mouth position, and any visible pill; calculating the appropriate dosage based on the cat’s weight, which the user will provide in kilograms; researching the most recent veterinarian‑approved techniques for administering a single pill to cats; merging the image description, dosage calculation, and researched best‑practice tips into a clear, step‑by‑step instruction set; designing a visual flowchart that outlines each administration step; and assembling the textual instructions together with the flowchart into a polished PDF booklet. The final deliverable is a PDF titled \"Cat Pill Administration Guide\" that contains the instructional text, a dosage table, and the illustrative flowchart.",
        "resources": [
          {
            "type": "image",
            "path": "resources/images/104.png",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Produce a detailed textual description of the cat photograph, covering posture, mouth position, and any visible pill.",
        "weight": 2,
        "sub_tasks": []
      },
      {
        "id": "cp2",
        "requirements": "Calculate the correct medication dosage based on the cat's weight (in kilograms) and present it in a clear dosage table.",
        "weight": 2,
        "sub_tasks": []
      },
      {
        "id": "cp3",
        "requirements": "Research and summarize the latest veterinarian‑approved techniques for administering a whole pill or capsule to a cat.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Provide an evidence‑based, step‑by‑step summary of the ‘pill pocket’ method.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Provide an evidence‑based, step‑by‑step summary of the ‘hand‑pouch’ method.",
            "weight": 1
          },
          {
            "id": "cp3-3",
            "requirements": "Provide an evidence‑based, step‑by‑step summary of the ‘pill dispenser tool’ method.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Combine the image description, dosage table, and technique summaries into a coherent, numbered, step‑by‑step instruction set.",
        "weight": 3,
        "sub_tasks": []
      },
      {
        "id": "cp5",
        "requirements": "Design a visual flowchart that illustrates each administration step and embed the graphic in the guide.",
        "weight": 2,
        "sub_tasks": []
      },
      {
        "id": "cp6",
        "requirements": "Compile the textual instructions, dosage table, and flowchart into a polished PDF booklet titled \"Cat Pill Administration Guide\", ready for download.",
        "weight": 3,
        "sub_tasks": []
      }
    ],
    "workflow_category_6class": "Educational & Instructional Content"
  },
  "105": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "The task is to create a professional guide for a couple who wish to test‑drive adult dogs of an uncommon breed in England before adopting. The guide should describe at least five reliable ways to locate such adult dogs, including contacting breed clubs, reputable breeders, rescue organisations, dog‑sharing platforms, and local veterinarians. It must contain a concise checklist of at least eight essential activities for a test‑drive session, covering temperament observation, leash walking, interaction with family members, feeding routine, basic commands, response to handling, reaction to other pets, and health‑check questions. An optimal test‑drive duration should be recommended, specifying a minimum of two hours and a maximum of four hours, with the option to split the session over two days. For each locating method, concrete resources such as URLs, phone numbers, and email contacts should be listed, sourced from up‑to‑date online information. A brief “next steps” section should guide the couple on evaluating the results and proceeding to adoption. The guide must be organized into clearly labeled sections, written in professional language, limited to no more than two thousand words, and include clickable hyperlinks for all resources. The final deliverable must be provided both as an HTML file with proper <html> structure and as a DOCX file.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Provide a compiled resource list of at least five reliable ways to locate adult dogs of the specified uncommon breed in England, each entry containing organization name, URL, phone number, email address, and a brief description of the service.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "List contact details for national breed clubs that support the target breed in England (minimum two clubs).",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "List contact details for reputable breeders that have adult dogs of the breed available for trial (minimum two breeders).",
            "weight": 2
          },
          {
            "id": "cp1-3",
            "requirements": "List contact details for breed‑specific rescue organisations or shelters that currently house adult dogs of the breed (minimum two organisations).",
            "weight": 2
          },
          {
            "id": "cp1-4",
            "requirements": "List contact details for dog‑sharing or temporary‑fostering platforms that feature adult dogs of the breed (minimum two platform entries).",
            "weight": 2
          },
          {
            "id": "cp1-5",
            "requirements": "List contact details for local veterinary practices that can refer to adult dogs available for test‑driving (minimum two practices).",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Produce a concise checklist of at least eight essential activities and observations for a dog test‑drive session, formatted as clear bullet points.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Include temperament observation, leash walking, interaction with family members, feeding routine, basic commands, response to handling, reaction to other pets, and health‑check questions.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "Specify the recommended test‑drive duration (minimum 2 hours, maximum 4 hours) and guidance for splitting the session over two days.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Generate a complete professional guide organized into clearly labeled sections (Introduction, Locating Adult Dogs, Test‑Drive Checklist, Duration Recommendation, Next Steps, Conclusion), written in ≤2000 words, with clickable hyperlinks for all resources.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Create an HTML version of the guide with proper <html>, <head>, and <body> structure, preserving all hyperlinks.",
            "weight": 2
          },
          {
            "id": "cp3-2",
            "requirements": "Create a DOCX version of the guide that mirrors the HTML content and maintains functional hyperlinks.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Provide a brief ‘Next Steps’ section that outlines evaluation criteria for the test‑drive results and actionable recommendations for proceeding to adoption.",
        "weight": 1
      }
    ],
    "workflow_category_6class": "Educational & Instructional Content"
  },
  "106": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "The task is to develop a comprehensive mitigation plan for a cat that topples bedside lamps during the night. Begin by gathering vetted information on feline scent‑marking, attention‑seeking behaviors, and safe methods for stabilizing lamps. Summarize the research findings in a concise format. Identify at least four practical interventions, such as a weighted lamp base, a motion‑activated deterrent, scent‑neutral barriers, and a behavior‑training schedule, and for each provide an estimate of the material cost and an effectiveness score on a scale from one to ten based on the collected data. Compute the total cost for each individual intervention as well as for every possible pair of interventions. Using these calculations, determine the cost‑optimal combination of interventions that reaches a combined effectiveness score of at least fifteen while staying below a user‑defined budget, for example fifty dollars. Produce a comparative bar chart that displays cost versus effectiveness for all single interventions and the evaluated combinations. Finally, assemble the textual summaries, cost tables, optimization results, and the chart into a professionally formatted PDF report titled “Cat Lamp‑Tipping Mitigation Plan”, embedding the cost‑effectiveness chart and concluding with a recommendation of the optimal set of interventions.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Gather vetted information on feline scent‑marking, attention‑seeking behavior, and safe lamp‑stabilization methods, and synthesize it into a concise research summary.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Produce a concise summary of the research findings covering scent‑marking, attention‑seeking, and stabilization techniques.",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "Create a table listing at least four practical interventions with estimated material cost and effectiveness score (1‑10) for each.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Calculate costs and combined effectiveness for individual and paired interventions.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Compute the total monetary cost for each single intervention.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "Compute total cost and combined effectiveness score for every possible pair of interventions.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Determine the cost‑optimal set of interventions that achieves an effectiveness score of ≥15 while remaining under the budget threshold (e.g., $50).",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Identify all intervention combinations meeting the criteria and select the combination with the lowest total cost.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Produce final deliverables integrating research, calculations, optimization, and visualizations.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Generate a comparative bar chart showing cost versus effectiveness for all single interventions and evaluated combinations.",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "Assemble a professionally formatted PDF report titled “Cat Lamp‑Tipping Mitigation Plan”, embedding the chart, cost tables, optimization results, and concluding with the recommended optimal intervention set.",
            "weight": 2
          }
        ]
      }
    ],
    "workflow_category_6class": "Planning & Decision Support"
  },
  "107": {
    "tools": [],
    "files": [
      {
        "type": "image",
        "path": "resources/images/107.png",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "The task is to create a professional, research‑based report that answers whether it is safe to pick up or hold an adult cat by the scruff of the neck, how this differs from a mother cat’s handling of kittens, and whether age or size limits affect safety. The report must be produced as a Word document named Cat_Scruff_Hold_Safety_Report.docx and must contain, in the following order, a title page with a clear title, author identification, and date; a concise factual description of the supplied image (resources/images/107.png) that notes cat posture, size cues, and relevant visual details; a scientific background summarizing veterinary and animal‑behavior literature on the scruff‑hold technique, including maternal behavior and physiological reasons; a safety assessment for adult cats specifically addressing an 18‑month‑old male cat, citing anatomical, age‑related, and size considerations and identifying any thresholds where the technique becomes unsafe; practical recommendations offering clear guidelines for cat owners on safe lifting methods, alternative handling approaches, and signs of distress to monitor; and a references section listing all sources used in a standard citation format. The document must employ styled headings for each section, incorporate bullet points where appropriate, and include a footnote or endnote for each reference. The image description must be generated from an automated analysis of the provided image, and every factual statement must be supported by at least one external source obtained through web research. The final deliverable is the DOCX file alone.",
        "resources": [
          {
            "type": "image",
            "path": "resources/images/107.png",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A Word document named Cat_Scruff_Hold_Safety_Report.docx is produced containing a title page with title, author, and date",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Styled heading for Title Page is applied",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "Title, author name, and current date are correctly displayed",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "A concise factual description of the image resources/images/107.png is generated, detailing cat posture, size cues, and visual details, based on automated image analysis",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Image analysis yields identified posture and size metrics",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "Description is inserted into the document under the 'Image Description' heading",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A scientific background section summarizing veterinary and animal‑behavior literature on the scruff‑hold technique, maternal behavior, and physiological reasons is compiled, with each factual statement supported by at least one external source and proper citation",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Literature review list of at least five peer‑reviewed sources is created",
            "weight": 2
          },
          {
            "id": "cp3-2",
            "requirements": "Summarized background text is placed under a styled 'Scientific Background' heading",
            "weight": 1
          },
          {
            "id": "cp3-3",
            "requirements": "In‑text citations and a formatted reference list are generated",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "A safety assessment for the specified 18‑month‑old male cat is presented, outlining anatomical, age‑related, and size considerations, thresholds of unsafe handling, and practical recommendations with bullet points and distress signs",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Safety assessment paragraph with explicit thresholds is included",
            "weight": 2
          },
          {
            "id": "cp4-2",
            "requirements": "Practical recommendations list with bullet points and alternative handling methods is added",
            "weight": 1
          },
          {
            "id": "cp4-3",
            "requirements": "Signs of distress checklist is provided",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp5",
        "requirements": "The final document is saved as a .docx file, validated for correct headings, bullet formatting, footnotes/endnotes for each reference, and ready for delivery",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp5-1",
            "requirements": "File is exported as Cat_Scruff_Hold_Safety_Report.docx",
            "weight": 1
          },
          {
            "id": "cp5-2",
            "requirements": "Document passes a formatting validation check (headings, bullets, footnotes)",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Educational & Instructional Content"
  },
  "108": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Research evidence‑based approaches for calming dogs during unavoidable loud noises such as thunder, fireworks, or sudden sounds, drawing on up to three reputable web sources. Produce a professional briefing that provides a concise overview of noise‑induced anxiety in dogs, outlines non‑pharmacological strategies—including behavioral training, desensitization, safe spaces, masking sounds with music or white noise, and calming aids—covers pharmacological options such as over‑the‑counter supplements and prescription anxiolytics with dosage considerations and veterinary guidance, presents a comparison table that evaluates each strategy on effectiveness, cost, implementation effort, and potential side effects, and offers a practical checklist that owners can follow during an event. The final deliverables should be a well‑formatted Word document (.docx) and a corresponding PDF, each containing a title page, a table of contents, clearly numbered sections, and the comparison table, with all sources cited in APA style at the end of the document.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A concise overview of noise‑induced anxiety in dogs is written and included as a dedicated section in the briefing.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Key statistics, physiological signs, and behavioral indicators of anxiety are presented with APA‑style citations.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "A brief definition and impact summary is formatted with a heading and paragraph style.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "A detailed set of non‑pharmacological strategies (behavioral training, desensitization, safe spaces, masking sounds, calming aids) with actionable steps is incorporated into the briefing.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Behavioral training and desensitization protocols are described with step‑by‑step instructions.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "Guidelines for creating a safe, low‑stimulus space are provided with layout suggestions.",
            "weight": 1
          },
          {
            "id": "cp2-3",
            "requirements": "Recommendations for music, white noise, and commercially available calming aids are listed with usage instructions.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Pharmacological options, including over‑the‑counter supplements and prescription anxiolytics, are presented with dosage ranges, veterinary guidance, and side‑effect profiles.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Each medication is summarized with standard dosage, administration timing, and required veterinary consultation.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Potential benefits and risks, including common side effects, are tabulated for quick reference.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "A comparison table evaluating every strategy on effectiveness, cost, implementation effort, and potential side effects is created and inserted into the briefing.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "The table lists all non‑pharmacological and pharmacological options with rated scores for each criterion.",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "Table formatting is adjusted to display correctly in both Word and PDF outputs.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp5",
        "requirements": "A practical, step‑by‑step checklist for owners to follow during a noise event is generated and added as an appendix.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp5-1",
            "requirements": "Checklist items are concise, chronologically ordered, and include placeholders for medication dosage and environment preparation.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp6",
        "requirements": "The complete briefing, including title page, table of contents, numbered sections, comparison table, checklist, and APA‑style reference list, is exported as a well‑formatted Word document (.docx).",
        "weight": 3
      },
      {
        "id": "cp7",
        "requirements": "The Word document is converted to a PDF that preserves layout, headings, tables, and all content.",
        "weight": 2
      }
    ],
    "workflow_category_6class": "Educational & Instructional Content"
  },
  "109": {
    "tools": [],
    "files": [
      {
        "type": "image",
        "path": "resources/images/109.png",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "The analyst should examine the provided body‑statistics image (resources/images/109.png) and produce a detailed textual description of the person’s measurements, including height, an estimated weight, and indicators of abdominal fat. Using the Mifflin‑St Jeor equation, the analyst must calculate the individual’s Basal Metabolic Rate and then determine a daily calorie target that supports a moderate weight‑loss goal of roughly 0.5 kg per week. The analyst should also estimate the calories that would be burned by two exercise options performed for 30 to 45 minutes each day: the first option involves brisk walking or hiking with an approximate MET of 4.5, and the second option includes elliptical training, rowing, or stationary biking with an average MET of about 7.0. Typical MET values and average heart‑rate zones should be retrieved as needed to inform these estimates. A comparative bar chart should be created to display the estimated caloric expenditure for each option together with the expected improvement in aerobic VO₂max. All findings—the textual description, BMR calculation, calorie‑target reasoning, activity‑specific burn estimates, and the chart—must be compiled into a professionally formatted PDF report that concludes with a concise recommendation indicating which option best meets the user’s efficiency, calorie‑burn, and aerobic‑benefit objectives.",
        "resources": [
          {
            "type": "image",
            "path": "resources/images/109.png",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A detailed textual description of the person’s measurements—including height, estimated weight, and abdominal‑fat indicators—is generated from the provided image.",
        "weight": 2
      },
      {
        "id": "cp2",
        "requirements": "The Basal Metabolic Rate is calculated using the Mifflin‑St Jeor equation and the numerical BMR value is presented.",
        "weight": 2
      },
      {
        "id": "cp3",
        "requirements": "A daily calorie target that supports a moderate weight‑loss goal of ~0.5 kg per week is determined and the target calorie number is provided.",
        "weight": 2
      },
      {
        "id": "cp4",
        "requirements": "Estimated calories burned for each exercise option (Option A and Option B) for 30‑45 minutes per day are computed and the numeric burn ranges are listed.",
        "weight": 3
      },
      {
        "id": "cp5",
        "requirements": "A comparative bar chart displaying the estimated caloric expenditure for each option together with the projected improvement in aerobic VO₂max is created and saved as an image file.",
        "weight": 3
      },
      {
        "id": "cp6",
        "requirements": "All findings—the textual description, BMR calculation, calorie‑target reasoning, activity‑specific burn estimates, and the chart—are compiled into a professionally formatted PDF report that concludes with a concise recommendation of the optimal exercise option.",
        "weight": 4
      }
    ],
    "workflow_category_6class": "Data Analysis & Quantitative Reasoning"
  },
  "110": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Develop a personalized sleep‑optimization program for a user who currently falls asleep around 2–3 AM and must wake at 7:30 AM for work. The solution should incorporate recent scientific recommendations on circadian rhythm adjustment and sleep hygiene, compute an optimal gradual bedtime shift schedule that advances bedtime by about 15 minutes each night to achieve a target sleep onset of 11:00 PM within two weeks, provide a CSV sleep‑diary template with fields for date, bedtime, wake‑time, sleep latency, number of awakenings, and quality rating, produce a formatted DOCX report that summarizes evidence‑based strategies, presents the calculated bedtime‑shift plan, gives instructions for using the sleep‑diary, and offers tips for maintaining consistent wake‑up times, and include a line‑chart visualizing the proposed bedtime progression embedded within the report. Deliver the CSV template, the DOCX report containing the chart, and a concise list of the evidence sources.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Generate a CSV sleep‑diary template with required headers and proper formatting",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "CSV file contains headers: Date, Bedtime, Wake‑time, Sleep latency, Number of awakenings, Quality rating",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "CSV file is structured for immediate import into standard spreadsheet programs",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Compute a 14‑day bedtime‑shift schedule advancing bedtime by ~15 minutes each night to reach 11:00 PM",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Schedule table lists date, target bedtime, and wake‑time for each night, showing incremental 15‑minute advances",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "Final entry achieves the target 11:00 PM bedtime by day 14 while keeping wake‑time at 7:30 AM",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Produce a formatted DOCX report that includes evidence summary, the bedtime‑shift plan, diary instructions, wake‑up tips, and an embedded line‑chart of bedtime progression",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Report contains a title page and executive summary outlining the overall program",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Evidence‑based strategies section cites at least three recent peer‑reviewed studies on circadian adjustment and sleep hygiene",
            "weight": 1
          },
          {
            "id": "cp3-3",
            "requirements": "Bedtime‑shift plan table is embedded within the DOCX and matches the schedule computed in cp2",
            "weight": 1
          },
          {
            "id": "cp3-4",
            "requirements": "A line‑chart visualizing nightly bedtime progression is inserted as a graphic in the report",
            "weight": 1
          },
          {
            "id": "cp3-5",
            "requirements": "Clear, bullet‑point instructions for using the CSV sleep‑diary and practical tips for maintaining consistent wake‑up times are provided",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Provide a concise, formatted list of the evidence sources referenced in the report",
        "weight": 1,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Bibliographic list includes full citations (authors, year, title, journal) for all studies cited in cp3-2",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Planning & Decision Support"
  },
  "111": {
    "tools": [],
    "files": [
      {
        "type": "image",
        "path": "resources/images/111.png",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "Produce a comprehensive explanation of why Olympic sprinters develop notably muscular arms despite sprinting focusing on the legs. The work should begin with a detailed natural‑language description of the provided image that shows the sprinter’s arms. Next, locate and retrieve at least two scientific sources such as research articles or biomechanics reviews that discuss arm training, muscle activation, or the contribution of the upper body to sprint performance, and summarize the key findings from each source. From this information, identify any quantitative data, for example percentages of arm contribution to propulsion, typical arm muscle cross‑sectional area, or strength metrics, and calculate derived values such as relative arm‑to‑leg force ratios. Then create a visual chart that compares arm versus leg muscle activation or force contribution across the different sprint phases, including acceleration and top‑speed. Finally, compile all results—the image description, source citations, calculated figures, and the generated chart—into a professionally formatted Word document, yielding a clear, evidence‑based report suitable for an audience interested in sports physiology.",
        "resources": [
          {
            "type": "image",
            "path": "resources/images/111.png",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Provide a detailed natural-language description of the sprinter’s arms and overall physique based on the provided image.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "A concise image description generated by the ImageDescription tool is included.",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "Key physical features of the arms (muscle bulk, position, symmetry) are highlighted within the description.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Retrieve and summarize at least two peer‑reviewed scientific sources that discuss arm training, muscle activation, or upper‑body contribution to sprint performance.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Full citations (authors, title, journal, year, DOI) for a minimum of two relevant scientific articles are collected.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "For each source, a bullet‑point summary of the main findings related to arm development and contribution to sprinting is presented.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Extract quantitative data from the sources, calculate derived metrics, and present a table of these values (e.g., arm contribution % to propulsion, cross‑sectional area, arm‑to‑leg force ratio).",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "All raw numerical values extracted from the literature are listed with source reference.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Derived calculations (e.g., relative arm‑to‑leg force ratio) are performed and shown with formulas.",
            "weight": 1
          },
          {
            "id": "cp3-3",
            "requirements": "A cleanly formatted table containing raw and derived numbers is produced.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Generate a visual chart comparing arm vs leg muscle activation or force contribution across sprint phases and compile a professionally formatted Word report containing the description, citations, calculations, and chart.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "A chart (e.g., bar or line) that visualizes arm vs leg activation/force for acceleration and top‑speed phases is created and saved as an image file.",
            "weight": 2
          },
          {
            "id": "cp4-2",
            "requirements": "A Word document (DOCX) that includes the image description, source citations, quantitative table, calculated figures, and the chart, with appropriate headings and formatting, is produced.",
            "weight": 2
          }
        ]
      }
    ],
    "workflow_category_6class": "Educational & Instructional Content"
  },
  "112": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "The task is to perform a focused literature review that assesses the effectiveness of active video games such as Wii Fit Plus for weight management and evaluates the accuracy of their on‑screen calorie‑burn estimates. The outcome shall be a professionally formatted PDF document titled \"WiiFit_WeightLoss_Evaluation.pdf\". Within this report an executive summary of two to three sentences should introduce the main conclusions, followed by a methodology section that describes the search strategy, databases consulted, and keywords employed. The findings section must synthesize peer‑reviewed evidence regarding weight‑loss outcomes, present quantitative comparisons between estimated and measured calorie expenditures, and incorporate at least one bar chart that visualizes this discrepancy. A discussion should interpret the reliability of the calorie estimates and consider the suitability of these games as a regular exercise component, after which practical recommendations for users are provided. The document must conclude with a references list that cites a minimum of three peer‑reviewed studies or other reputable sources, and it should feature clear headings and page numbers throughout, with the chart embedded in the findings portion. The final PDF is to be delivered as the only output file.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "An executive summary (2–3 sentences) stating the main conclusions about Wii Fit Plus effectiveness and calorie‑estimate reliability is produced and included in the PDF.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "A methodology section detailing the search strategy, databases consulted, and keywords used is written with proper headings.",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "A findings section that synthesizes peer‑reviewed evidence on weight‑loss outcomes and presents quantitative comparisons between estimated and measured calorie expenditures is created.",
            "weight": 2
          },
          {
            "id": "cp1-3",
            "requirements": "A bar chart visualizing the discrepancy between on‑screen calorie estimates and measured values is generated and embedded in the findings section.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "A discussion section interpreting the reliability of Wii Fit Plus calorie estimates, evaluating suitability as regular exercise, and offering practical user recommendations is produced.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "The discussion includes clear interpretation of evidence, limitations, and actionable recommendations.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "A references list citing at least three peer‑reviewed studies or reputable sources is compiled and formatted according to academic standards.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A professionally formatted PDF titled \"WiiFit_WeightLoss_Evaluation.pdf\" containing all sections, proper headings, page numbers, and the embedded chart is generated and delivered as the sole output file.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "All document components (executive summary, methodology, findings, discussion, recommendations, references) are assembled with consistent styling and pagination.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "The final PDF file is saved with the specified filename and made available as the only output.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Educational & Instructional Content"
  },
  "113": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Prepare a technical report that investigates the performance advantage of iterating over a sorted numeric array compared to an unsorted array when computing a simple sum of independent terms. The report must discuss at least three low‑level performance factors such as CPU cache locality, branch prediction, vectorized SIMD execution, or prefetching, explaining how these differ between sorted and unsorted memory layouts. It should contain a minimal code example in Python or C that performs the summation and highlights the impact of element order on execution speed. Evidence must be drawn from a minimum of two reputable sources—such as academic publications, processor manufacturer documentation, or high‑performance computing textbooks—and each source should be briefly summarized. The document must be written in Markdown with clearly titled sections: Introduction, Performance Analysis, Code Example, Evidence and References, and Conclusion, and must stay within an eight‑hundred‑word limit. In addition to the Markdown file, a PDF version of the same report should be produced. Success is defined by the inclusion of all required sections, adherence to the word count, coverage of three performance factors, and proper citation of sources.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Produce a Markdown technical report that includes all required sections, stays within 800 words, covers three performance factors, provides a code example, and cites at least two reputable sources.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Generate an Introduction section that outlines the problem statement and scope within the overall word limit.",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "Compose a Performance Analysis section that explains at least three low‑level factors (e.g., cache locality, branch prediction, SIMD/prefetching) and how sorted vs. unsorted layouts affect each factor.",
            "weight": 1
          },
          {
            "id": "cp1-3",
            "requirements": "Create a Code Example section containing a minimal Python or C program that sums an array and demonstrates timing differences between sorted and unsorted orders.",
            "weight": 1
          },
          {
            "id": "cp1-4",
            "requirements": "Write an Evidence and References section that summarizes a minimum of two reputable sources and links each claim to its citation.",
            "weight": 1
          },
          {
            "id": "cp1-5",
            "requirements": "Draft a Conclusion that recaps findings and stays within the overall word budget.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Validate the Markdown report for completeness and correctness, then generate an equivalent PDF document.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Confirm that the Markdown file contains all required sections and that the total word count does not exceed 800 words.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "Verify inclusion of at least three distinct performance factors and citations to two reputable sources.",
            "weight": 1
          },
          {
            "id": "cp2-3",
            "requirements": "Produce a PDF version of the Markdown report preserving headings, code formatting, and reference list.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Deliver the final artifacts to the user.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Provide the complete Markdown file content as plain text output.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Provide the generated PDF file (as a base64‑encoded string or download link).",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Data Analysis & Quantitative Reasoning"
  },
  "114": {
    "tools": [],
    "files": [
      {
        "type": "image",
        "path": "resources/images/114.png",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "The supplied image at resources/images/114.png contains a word problem; the exact wording must be extracted from the image. The extracted text should then be parsed to formulate the underlying time‑per‑cut relationship. Based on this relationship, determine how long Marie needs to saw a board into three pieces, assuming each cut takes the same amount of time, by solving the appropriate linear equation and verifying the result. A simple line plot should be generated to illustrate the relationship between the number of pieces (2 and 3) and the total sawing time, with axes labeled appropriately. Finally, a professional answer document should be prepared that includes the extracted problem statement, a step‑by‑step algebraic solution with the computed time, the plot embedded as an image, and a brief conclusion discussing why the student's answer may be considered correct or incorrect. The answer must be delivered as a Word document, and the plot should be provided as a PNG image file.",
        "resources": [
          {
            "type": "image",
            "path": "resources/images/114.png",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Extract the exact wording of the word problem from the supplied image and produce a plain‑text statement.",
        "weight": 2
      },
      {
        "id": "cp2",
        "requirements": "Derive and solve the linear relationship between number of pieces and total sawing time to obtain the time required for 3 pieces.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Calculate the time taken for a single cut by using the given 2‑piece scenario.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "Formulate the linear equation total_time = cut_time × (number_of_pieces − 1) and solve for the 3‑piece case.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Generate a PNG line plot showing total sawing time for 2 and 3 pieces with clearly labeled axes.",
        "weight": 2
      },
      {
        "id": "cp4",
        "requirements": "Create a polished Word document that bundles the extracted problem text, step‑by‑step algebraic solution, the plot image, and a concise conclusion evaluating the student's answer.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Insert the extracted problem statement into the document.",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "Include the detailed algebraic solution with the computed time for 3 pieces.",
            "weight": 1
          },
          {
            "id": "cp4-3",
            "requirements": "Embed the generated PNG plot at an appropriate location.",
            "weight": 1
          },
          {
            "id": "cp4-4",
            "requirements": "Write a brief conclusion explaining why the student’s answer is correct or incorrect.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Data Analysis & Quantitative Reasoning"
  },
  "115": {
    "tools": [],
    "files": [
      {
        "type": "image",
        "path": "resources/images/115.png",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "The task involves a comprehensive examination of the image located at resources/images/115.png, which depicts the staircase paradox employed in the incorrect proof that π equals 4. Begin by creating a detailed natural-language description of the diagram, noting the shapes, the stair-step construction, and any visible labels. Next, interpret any mathematical notation present in the image and provide the corresponding LaTeX expressions. Following that, offer a clear explanation of why the argument leading to π = 4 is flawed, referencing the relevant geometric concepts. Then, model the staircase approximation by formulating the total path length of the stair-step pattern—summing horizontal and vertical segments—for a generic number of steps n, and compare this length to the true circumference of a unit circle (2π). Evaluate the formula specifically for n equal to 10, 100, and 1000. Create a visualization that displays how the staircase length behaves as n increases, overlaying the constant value 2π for reference. Conduct a brief web search to locate a reliable source that discusses the staircase paradox and common misconceptions about π, and record the citation. Finally, compile the description, extracted formulas, flaw analysis, computed values, the generated plot, and the sourced citation into a well‑formatted PDF that includes appropriate headings, embeds the plot image, and provides a bibliography entry for the web source. The PDF should be delivered as the final output.",
        "resources": [
          {
            "type": "image",
            "path": "resources/images/115.png",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Produce a detailed natural‑language description of the diagram, including shapes, stair‑step construction, and any visible labels",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Description text is written and saved as a markdown snippet",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "All mathematical symbols in the image are transcribed into correct LaTeX expressions",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Generate a concise, outcome‑focused explanation of why the π = 4 argument is invalid, referencing the geometric concepts involved",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "A paragraph detailing the incorrect assumption about curve length vs. limit of polygonal approximations is produced",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "A summary clarifying why the staircase approximation does not converge to the circle’s circumference is produced",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Formulate the total stair‑step path length for a generic number of steps n, compute its values for n = 10, 100, 1000, and compare each to 2π",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "A closed‑form expression L(n) = n·Δx + n·Δy is derived and presented in LaTeX",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Numerical results for n = 10, 100, 1000 are calculated and tabulated alongside 2π",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Create a plot showing staircase length L(n) versus n with the constant line 2π overlaid, and export the image file",
        "weight": 2
      },
      {
        "id": "cp5",
        "requirements": "Locate a reliable web source discussing the staircase paradox and record the citation in a bibliography‑ready format",
        "weight": 1
      },
      {
        "id": "cp6",
        "requirements": "Compile all generated content (description, LaTeX, flaw analysis, numeric table, plot, citation) into a well‑formatted PDF with headings and embedded image",
        "weight": 1
      }
    ],
    "workflow_category_6class": "Data Analysis & Quantitative Reasoning"
  },
  "116": {
    "tools": [],
    "files": [
      {
        "type": "image",
        "path": "resources/images/116-1.png",
        "url": null
      },
      {
        "type": "image",
        "path": "resources/images/116-2.png",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "The objective is to devise a comprehensive solution for fairly dividing a sandwich among three individuals. This involves extracting all textual information from the two supplied images, then investigating established three‑person fair‑division protocols such as the Selfridge–Conway method and moving‑knife techniques, and summarizing the steps of each approach. The findings should be compared, any relevant fairness metrics calculated where applicable, and a simple illustrative diagram of the chosen protocol created. The culmination of the work is a polished PDF report that incorporates the extracted image text, the researched descriptions, the comparative analysis, and the generated diagram, all presented in a clear, concise format suitable for presentation.",
        "resources": [
          {
            "type": "image",
            "path": "resources/images/116-1.png",
            "url": null
          },
          {
            "type": "image",
            "path": "resources/images/116-2.png",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Extract all textual information from the two supplied images and produce a consolidated text block.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "OCR is applied to image 116-1.png and the extracted text is provided.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "OCR is applied to image 116-2.png and the extracted text is provided.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Research and summarize established three‑person fair‑division protocols (Selfridge–Conway, moving‑knife) with concise step‑by‑step descriptions for each.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "A summarized description of the Selfridge–Conway procedure is delivered.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "A summarized description of a moving‑knife protocol for three participants is delivered.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Compare the protocols, calculate applicable fairness metrics, and determine a preferred method.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "A comparative table highlighting fairness criteria, procedural complexity, and practicality is presented.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Quantitative fairness metrics (e.g., envy‑freeness, proportionality) are computed for each protocol where applicable.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Generate an illustrative diagram of the chosen protocol and assemble a polished PDF report containing all materials.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "An illustrative diagram depicting the steps of the selected protocol is created in vector format.",
            "weight": 2
          },
          {
            "id": "cp4-2",
            "requirements": "A PDF report integrating extracted text, protocol descriptions, comparative analysis, metrics, and the diagram is produced and formatted for presentation.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Planning & Decision Support"
  },
  "117": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "The assignment is to investigate a non‑trivial mathematical pattern that appears to hold for many small integers but eventually fails. The work begins with locating a plausible candidate pattern from publicly available sources and summarizing its description. The identified pattern must then be tested for every integer from 1 through a reasonable upper limit, such as one hundred, recording which values satisfy the relation. From this verification the smallest integer that violates the pattern should be determined, with evidence that the counterexample is beyond practical manual checking. An explanation written for a lay audience is required, describing the intuition behind the pattern, why it seems correct for the initial segment of numbers, and how the identified counterexample disproves it. All findings are to be compiled into a single PDF document that contains the narrative explanation, a table listing the verified cases, a plot illustrating the proportion of integers that satisfy the pattern across the examined range, and a highlighted subsection that presents the minimal counterexample.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A short, lay‑person description of a non‑trivial mathematical pattern that holds for many small integers, including citation of the source where the pattern was found.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "A citation (URL or reference) for the pattern is provided and verified as publicly accessible.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "The pattern is restated in plain language without technical jargon, suitable for a non‑expert audience.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "A complete table (e.g., CSV or markdown) listing integers from 1 to 100 and indicating for each whether it satisfies the pattern, with the minimal integer that fails highlighted.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "The table includes a column showing the computed result that determines satisfaction, and the data is reproducible.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "The minimal counterexample (first integer that fails) is clearly identified in the table.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "An analytical explanation (≈300 words) describing why the pattern appears true for the initial segment of numbers and why the identified counterexample breaks it, presented in lay terms.",
        "weight": 3
      },
      {
        "id": "cp4",
        "requirements": "A single PDF document that contains (1) the narrative explanation, (2) the verification table, (3) a plot of the proportion of integers satisfying the pattern versus the examined range, and (4) a highlighted subsection presenting the minimal counterexample.",
        "weight": 5
      }
    ],
    "workflow_category_6class": "Data Analysis & Quantitative Reasoning"
  },
  "118": {
    "tools": [],
    "files": [
      {
        "type": "image",
        "path": "resources/images/118.png",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "Given the integral I = \\int_{-1}^{1} \\frac{1}{x}\\sqrt{\\frac{1+x}{1-x}}\\ln\\left(\\frac{2x^{2}+2x+1}{2x^{2}-2x+1}\\right)\\,dx and the accompanying graph image, first extract the exact LaTeX expression of the integral and any textual annotations present in the image. Verify the extracted formula with a manual sanity check. Attempt to find a symbolic antiderivative; if a closed form is not obtainable, compute a high‑precision numerical value and compare it to the provided approximation. Perform a literature search for integrals of similar structure to identify any known closed‑form representations. Create a plot of the integrand over the interval [-1,1], clearly indicating any singularities or symmetry properties. Finally, compile all findings—including the extracted formula, symbolic attempts, numerical results, literature search summary, and the generated plot—into a formatted PDF report, which should be delivered as the final output."
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Extract the exact LaTeX expression of the integral and all textual annotations from the provided image, and verify consistency with the original statement.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Exact LaTeX formula of the integral is extracted and presented.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "All textual annotations found in the image are transcribed verbatim and included.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Perform symbolic analysis of the integral to determine a closed‑form antiderivative.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "If a closed‑form antiderivative exists, it is derived and presented in LaTeX.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "If no closed form is found, a clear statement indicating its absence is provided.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Compute a high‑precision numerical value of the integral and compare it with the given approximation.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Numerical evaluation of the integral to at least 30 decimal digits is produced.",
            "weight": 2
          },
          {
            "id": "cp3-2",
            "requirements": "Difference between the computed value and the provided approximation is reported and shown to be within 1e‑12.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Conduct a literature search for integrals of similar structure and summarize any known closed‑form representations.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "A concise summary of relevant references is provided, or a statement that no matching closed form is known.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp5",
        "requirements": "Generate visualizations of the integrand and compile all findings into a PDF report.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp5-1",
            "requirements": "Plot of the integrand over [-1,1] showing the singularity at x=0 and symmetry properties is generated and included.",
            "weight": 2
          },
          {
            "id": "cp5-2",
            "requirements": "All extracted data, symbolic results, numerical values, literature summary, and plot are compiled into a single formatted PDF document and delivered.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Data Analysis & Quantitative Reasoning"
  },
  "119": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Produce a professional explanatory document that addresses the question “Mathematically, is there any difference between white and black notes on a piano, or is the distinction only historical?” The deliverable is a Microsoft Word (.docx) file named \"White_vs_Black_Notes_Analysis.docx\". The document must be organized into five clearly titled sections. The introduction should be 150 to 200 words and state the problem and its relevance. The mathematical perspective section should be 300 to 400 words, explain the equal‑tempered twelve‑tone system, demonstrate that each pitch class—whether represented by a white or a black key—corresponds to the same set of frequencies, include a table that lists the frequency ratio of each of the twelve chromatic notes relative to A4 = 440 Hz, and provide a short derivation using the 2^(n/12) formula. The historical and practical reasons section should be 250 to 350 words, describe the origin of the diatonic seven‑note scale, the role of natural notes, and explain why keyboard designers retained separate white and black keys. The visual illustration part must embed a single diagram that visualizes the chromatic circle, highlighting white‑key notes in one colour and black‑key notes in another, and the diagram must be captioned and referenced in the text. The conclusion should be 100 to 150 words and summarize the findings in three to five bullet points. Success criteria are that the .docx file contains the five sections with the specified headings, the table has thirteen rows including a header and displays note names, semitone numbers, and calculated frequencies, the plot is captioned and referenced, the total narrative word count lies between eight hundred and twelve hundred words, and the file is produced in the required format. If a PDF version is also required, it should be generated using the same content. Finally, provide a brief plain‑text summary of the document content limited to two hundred words in the chat response.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Create a Microsoft Word (.docx) document named \"White_vs_Black_Notes_Analysis.docx\" containing five titled sections meeting specified word‑count ranges",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Introduction section of 150‑200 words that states the problem and relevance is present",
            "weight": 1
          },
          {
            "id": "cp1-2",
            "requirements": "Mathematical perspective section of 300‑400 words, includes equal‑tempered twelve‑tone explanation and a frequency table for all twelve chromatic notes relative to A4 = 440 Hz",
            "weight": 2
          },
          {
            "id": "cp1-3",
            "requirements": "Historical and practical reasons section of 250‑350 words describing diatonic scale origins and keyboard design rationale is included",
            "weight": 1
          },
          {
            "id": "cp1-4",
            "requirements": "Visual illustration diagram of the chromatic circle with white‑key notes highlighted in one colour and black‑key notes in another, captioned and referenced in the text, is embedded",
            "weight": 1
          },
          {
            "id": "cp1-5",
            "requirements": "Conclusion section of 100‑150 words summarizing findings in three to five bullet points is provided",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Validate that all quantitative and formatting success criteria are satisfied",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Frequency table contains thirteen rows (header plus twelve notes) displaying note names, semitone numbers, and calculated frequencies",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "Total narrative word count of the document lies between 800 and 1200 words",
            "weight": 1
          },
          {
            "id": "cp2-3",
            "requirements": "Diagram caption is present and the figure is referenced in the surrounding text",
            "weight": 1
          },
          {
            "id": "cp2-4",
            "requirements": "Document is saved correctly as a .docx file with the exact filename \"White_vs_Black_Notes_Analysis.docx\"",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Produce ancillary deliverables as specified",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "PDF version of the same content is generated with identical formatting and naming \"White_vs_Black_Notes_Analysis.pdf\"",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "A plain‑text summary of the document limited to 200 words is supplied in the chat response",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Ensure overall quality and completeness of the final package",
        "weight": 1,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "All files pass structural validation (readable .docx and .pdf, correct naming, no missing sections)",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Educational & Instructional Content"
  },
  "120": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Develop a concise educational package for laypeople that explains why complex numbers are needed and how they extend the real numbers. The work should begin with researching two real‑world phenomena that illustrate the necessity of complex numbers, such as electrical impedance and wave interference, and summarizing each phenomenon in a paragraph. A simple example, for instance solving x^2 + 1 = 0, should be evaluated to obtain numeric results. The solution set should then be visualized on the complex plane together with the real axis. All of these components—the research summaries, the worked example with its numeric results, and the visualization—must be assembled into a two‑page PDF booklet. The same material should be adapted into a five‑slide PowerPoint deck that includes clear headings, concise bullet points, and the plot. The final deliverables are a PDF file named 'ComplexNumbers_Explanation.pdf' and a PPTX file named 'ComplexNumbers_Explanation.pptx'.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A plain‑language paragraph explaining the real‑number system for everyday understanding is produced and included in the PDF booklet.",
        "weight": 2
      },
      {
        "id": "cp2",
        "requirements": "A concise section that introduces complex numbers, demonstrates their necessity, and solves x^2+1=0 with numeric results is authored and placed in the booklet.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "A research paragraph describing the electrical‑impedance phenomenon that requires complex numbers for accurate modeling is written.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "A research paragraph describing wave‑interference where complex representation is essential is written.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A two‑page PDF file named 'ComplexNumbers_Explanation.pdf' containing the real‑number intro, complex‑number intro, both research paragraphs, the solved example with numeric results, and a plotted complex‑plane diagram is generated and verified.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "A plot showing the solutions (0 ± i) on the complex plane together with the real axis is created and embedded in the PDF.",
            "weight": 2
          },
          {
            "id": "cp3-2",
            "requirements": "A five‑slide PowerPoint deck named 'ComplexNumbers_Explanation.pptx' with clear headings, concise bullet points summarizing the content, and the same complex‑plane plot is assembled.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "A brief concluding paragraph that summarizes the importance and meaning of complex numbers for a non‑mathematician audience is added to both the PDF booklet and the PowerPoint deck.",
        "weight": 2
      }
    ],
    "workflow_category_6class": "Educational & Instructional Content"
  },
  "121": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "Research and compile a curated list of informal lecture notes and articles that provide historical context and are closely linked to modern research for each of the mathematical areas model theory, number theory, complex geometry, differential topology/geometry, algebra, and topology. For each area at least three resources should be identified. For every resource the title, author(s), direct URL, and a brief description not exceeding two sentences must be supplied, with the description emphasizing the informal style, historical perspective, and relevance to current research. The collected information should be organized into a well‑structured HTML document that contains a separate section for each mathematical area, and within each section a table presenting the resources. The HTML file must employ clear headings, consistent table formatting, and be ready for immediate viewing in a web browser.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Generate an HTML section for model theory that includes a table of at least three informal resources with title, authors, URL, and a two‑sentence historical/contextual description.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Select three informal lecture notes or articles on model theory that emphasize historical development and relevance to current research.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "Compose concise two‑sentence descriptions for each selected model theory resource highlighting informal style and research relevance.",
            "weight": 2
          },
          {
            "id": "cp1-3",
            "requirements": "Create HTML table rows encoding the title, author(s), URL, and description for the model theory resources.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Generate an HTML section for number theory with a table of at least three informal resources including required metadata and historical/contextual description.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Select three informal lecture notes or articles on number theory that provide historical perspective and link to modern research.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "Write two‑sentence historical/contextual descriptions for each number theory resource.",
            "weight": 2
          },
          {
            "id": "cp2-3",
            "requirements": "Produce HTML table rows for the number theory resources with title, authors, URL, and description.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Generate an HTML section for complex geometry containing a table of at least three informal resources with title, authors, URL, and a brief historical/research relevance description.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Identify three informal lecture notes or articles on complex geometry that stress historical context and modern relevance.",
            "weight": 2
          },
          {
            "id": "cp3-2",
            "requirements": "Draft two‑sentence descriptions for each complex geometry resource highlighting its informal tone and research connection.",
            "weight": 2
          },
          {
            "id": "cp3-3",
            "requirements": "Generate HTML table rows for the complex geometry resources with required fields.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Create an HTML section for differential topology/geometry with a table of at least three informal resources, each with title, authors, URL, and a concise historical/research description.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Locate three informal lecture notes or articles on differential topology/geometry that provide historical background and link to current research.",
            "weight": 2
          },
          {
            "id": "cp4-2",
            "requirements": "Write two‑sentence informal, historically‑oriented descriptions for each selected resource.",
            "weight": 2
          },
          {
            "id": "cp4-3",
            "requirements": "Construct HTML table rows for the differential topology/geometry resources with title, authors, URL, and description.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp5",
        "requirements": "Produce an HTML section for algebra that includes a table of at least three informal resources, each entry containing title, author(s), URL, and a brief historical/research‑focused description.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp5-1",
            "requirements": "Gather three informal lecture notes or articles on algebra that emphasize historical development and contemporary relevance.",
            "weight": 2
          },
          {
            "id": "cp5-2",
            "requirements": "Create two‑sentence descriptions for each algebra resource highlighting informal style and research significance.",
            "weight": 2
          },
          {
            "id": "cp5-3",
            "requirements": "Generate HTML table rows for the algebra resources with the required metadata.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp6",
        "requirements": "Assemble an HTML section for topology containing a table of at least three informal resources, each with title, authors, URL, and a concise historical/contextual description.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp6-1",
            "requirements": "Select three informal lecture notes or articles on topology that provide historical context and modern research connections.",
            "weight": 2
          },
          {
            "id": "cp6-2",
            "requirements": "Write two‑sentence informal, historically‑oriented descriptions for each topology resource.",
            "weight": 2
          },
          {
            "id": "cp6-3",
            "requirements": "Create HTML table rows for the topology resources with title, author(s), URL, and description.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp7",
        "requirements": "Assemble all individual sections into a single well‑structured HTML document with clear headings, consistent table formatting, and verify that the file renders correctly in a web browser.",
        "weight": 4
      }
    ],
    "workflow_category_6class": "Information Retrieval & Knowledge QA"
  },
  "122": {
    "tools": [],
    "files": [
      {
        "type": "image",
        "path": "resources/images/122.png",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "The task is to extract the mathematical expression shown in the image located at resources/images/122.png, then analyze the extracted LaTeX to assess whether it forms a mathematically valid relation capable of producing the Batman logo when plotted. The analysis should include testing the solvability and consistency of the equation. Additionally, perform a web search to find any existing references or discussions about this alleged “Batman equation,” and evaluate the credibility of those sources. Compile a verification report as a Word document named \"Batman_Equation_Verification.docx\" that incorporates the extracted LaTeX expression, a concise mathematical analysis and conclusion regarding its validity, a summary of the most relevant web sources with brief citations, and a final verdict on the authenticity of the equation.",
        "resources": [
          {
            "type": "image",
            "path": "resources/images/122.png",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Extract the LaTeX representation of the mathematical expression from the provided image",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Produce a LaTeX string that exactly reproduces the expression as displayed in the image",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "Provide a side‑by‑side visual comparison of the extracted LaTeX overlaid on the original image for verification",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Validate whether the extracted expression constitutes a mathematically valid relation that can generate the Batman logo when plotted",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Demonstrate that solving or plotting the extracted equation yields a point set that reproduces the Batman silhouette",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "Summarize any inconsistencies, singularities, or unsolvable components identified in the equation",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Research existing references and discussions about the alleged “Batman equation”",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Provide a list of the five most relevant web sources, including URLs and brief citations",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Assess the credibility of each source based on authoritativeness, evidence, and publication date",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Compile a comprehensive verification report as a Word document",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Generate \"Batman_Equation_Verification.docx\" containing: extracted LaTeX, mathematical analysis and conclusion, source summary with citations, and final authenticity verdict",
            "weight": 2
          },
          {
            "id": "cp4-2",
            "requirements": "Confirm the document is downloadable and provide its SHA‑256 checksum for integrity verification",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Data Analysis & Quantitative Reasoning"
  },
  "123": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "My son's Sum of Some is beautiful! But what is the proof or explanation? My youngest son is in 6th grade. He likes to play with numbers. Today, he showed me his latest finding. I call it his 'Sum of Some' because he adds up some selected numbers from a series of numbers, and the sum equals a later number in that same series. I have translated his finding into the following equation: (100×2^n) + (10×2^(n+1)) + 2^(n+3) = 2^(n+7). Why is this so? What is the proof or explanation? Is it true for any n? His own presentation of his finding: Every one of these numbers is two times the number before it. 1, 2, 4, 8, 16, 32, 64, 128, 256, 512, 1024, 2048, 4096, 8192. I pick any one of them, times 100. Then I add the next one, times 10. Then I skip the next one. Then I add the one after that. If I then skip three ones and read the fourth, that one equals my sum!",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Verify the given equation using symbolic computation",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Use the Solver tool to check if the equation (100×2^n) + (10×2^(n+1)) + 2^(n+3) = 2^(n+7) holds true for any n",
            "weight": 3
          },
          {
            "id": "cp1-2",
            "requirements": "Provide a step-by-step algebraic simplification of the equation to show why it is true",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Explain the concept in a way that a 6th grader can understand",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Break down the equation into simpler terms and relate it to the sequence of powers of 2",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "Provide an intuitive example using smaller numbers to illustrate the pattern",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Educational & Instructional Content"
  },
  "124": {
    "tools": [],
    "files": [
      {
        "type": "image",
        "path": "resources/images/124.png",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "The investigation should generate a natural-language description of the device icon shown in the provided image, extract any textual labels or identifiers present in the image, locate official Microsoft documentation and community discussions concerning Windows device class mappings and the \"toaster\" icon via web search, summarize the findings into a structured troubleshooting guide that explains possible causes such as HID descriptor mismatch or driver issues and recommends remediation steps, create a bar chart illustrating the frequency of common misidentified device types reported by users (for example, keyboard → toaster, mouse → microwave), and compile the description, OCR results, search summary, troubleshooting guide, and chart into a professional Word document while also providing a plain-text summary of the root cause.",
        "resources": [
          {
            "type": "image",
            "path": "resources/images/124.png",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A concise natural‑language description of the device icon displayed in the supplied image is produced and included.",
        "weight": 2
      },
      {
        "id": "cp2",
        "requirements": "All textual labels or identifiers present in the image are extracted via OCR and listed in a clear format.",
        "weight": 2
      },
      {
        "id": "cp3",
        "requirements": "A summary of official Microsoft documentation and relevant community discussions about Windows device class mappings and the ‘toaster’ icon is compiled.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "URLs and brief abstracts of Microsoft Docs pages covering device‑class mapping and the toaster icon are provided.",
            "weight": 2
          },
          {
            "id": "cp3-2",
            "requirements": "Key points and URLs from community forums (e.g., Stack Overflow, Super User) discussing similar misidentifications are presented.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "A structured troubleshooting guide is created, outlining possible causes (e.g., HID descriptor mismatch, driver issues) and recommended remediation steps; a bar chart showing frequency of common misidentified device types is generated; all artifacts (icon description, OCR results, search summary, guide, chart) are compiled into a professional Word document, and a plain‑text root‑cause summary is also supplied.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "The troubleshooting guide explains each potential cause and lists step‑by‑step remediation actions.",
            "weight": 2
          },
          {
            "id": "cp4-2",
            "requirements": "A bar chart visualizing reported misidentifications (e.g., keyboard→toaster, mouse→microwave) is produced and embedded.",
            "weight": 1
          },
          {
            "id": "cp4-3",
            "requirements": "All generated content is assembled into a formatted Word document and a plain‑text root‑cause summary is provided.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Business & Marketing Strategy"
  },
  "125": {
    "tools": [],
    "files": [],
    "dialogs": [
      {
        "role": "user",
        "content": "The task is to produce a comprehensive troubleshooting guide for Windows that explains how to discover which process is locking a specific file or folder. The guide should begin with an overview of common locking scenarios, then provide clear, narrative instructions that walk the reader through the use of native system utilities and widely used third‑party diagnostics to identify the lock. It must also include a PowerShell script capable of listing open handles for any given path, a flow‑chart diagram that visualizes the decision‑making process, and a concise table that presents recommended utilities along with their download links. Both a formatted Word document and a PDF version of the guide are required, and the flow‑chart should be delivered as a PNG image.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Deliver a formatted Word document containing a comprehensive troubleshooting guide for Windows file‑lock identification, including overview, narrative instructions, PowerShell script, utility table, and embedded flow‑chart PNG.",
        "weight": 5,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Word document includes an overview of common file‑locking scenarios with examples.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "Narrative step‑by‑step instructions for native utilities (handle.exe, Resource Monitor, PowerShell) and popular third‑party tools are written and formatted.",
            "weight": 2
          },
          {
            "id": "cp1-3",
            "requirements": "A validated PowerShell script that lists open handles for any supplied path is embedded as a code block.",
            "weight": 2
          },
          {
            "id": "cp1-4",
            "requirements": "A concise table presenting recommended utilities, brief descriptions, and download links is included.",
            "weight": 1
          },
          {
            "id": "cp1-5",
            "requirements": "A flow‑chart diagram visualizing the decision‑making process is inserted as a PNG image.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Generate a PDF version of the guide that preserves all formatting, code blocks, tables, and embedded PNG flow‑chart.",
        "weight": 2
      },
      {
        "id": "cp3",
        "requirements": "Package the Word document, PDF, PowerShell script file, and PNG flow‑chart into a downloadable ZIP archive.",
        "weight": 1
      }
    ],
    "workflow_category_6class": "Educational & Instructional Content"
  },
  "126": {
    "tools": [],
    "files": [
      "LatencyReport.pdf",
      "LatencyData.csv"
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "The task is to investigate the theoretical minimum end‑to‑end latency for a single IP packet traveling from a U.S. server to a European destination, measured from the moment a user‑level application initiates the send until a user‑level application receives it, and also to determine the minimum display latency for a pixel change, measured from the moment an application updates the pixel value until it becomes visible on the screen. This requires obtaining the most recent published values for the speed of light in fiber, typical router processing times, and monitor refresh and frame‑latency specifications through an online search. Using these inputs, the necessary calculations—including propagation delay, serialization delay, and display‑pipeline timing—must be performed to estimate the best‑case latencies in milliseconds. The findings should be organized into a concise table that lists the input parameters alongside the derived latency estimates, and a visual chart should illustrate the contribution of each latency component for both the network and display paths. All methodology, the parameter table, the chart, and a brief discussion of assumptions and potential variations must be compiled into a PDF report named \"LatencyReport.pdf\". Additionally, the numeric results and underlying parameters must be exported to a CSV file named \"LatencyData.csv\" for further analysis.",
        "resources": []
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A PDF section presenting the calculated minimum end‑to‑end network latency (ms) for a single IP packet from US to Europe, including propagation, serialization, and equipment processing components, is produced.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "A table listing the derived propagation delay (ms) based on the latest speed‑of‑light‑in‑fiber value and the geodesic distance between typical US and European points is generated.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "An aggregated latency figure (ms) that adds estimated router/switch processing delays to the propagation delay is reported.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "A PDF section presenting the calculated minimum display latency (ms) from application pixel update to visible change, broken into driver, GPU, and monitor timing components, is produced.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "A table showing the monitor refresh‑interval (ms) and pixel‑update latency derived from the latest display‑refresh specifications is generated.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "A total display‑pipeline latency (ms) summing software‑to‑driver, GPU processing, and monitor refresh latency is reported.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A combined PDF chart visualizing the contribution of each latency component for both network and display paths is produced.",
        "weight": 2
      },
      {
        "id": "cp4",
        "requirements": "The complete methodology, parameter tables, charts, and discussion are compiled into \"LatencyReport.pdf\" and the numeric data with parameters are exported to \"LatencyData.csv\".",
        "weight": 1
      }
    ],
    "workflow_category_6class": "Data Analysis & Quantitative Reasoning"
  },
  "127": {
    "tools": [],
    "files": [
      {
        "type": "image",
        "path": "resources/images/127.png",
        "url": "https://i.sstatic.net/VhGrd.png"
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "The task is to examine the PNG image located at resources/images/127.png to understand why its appearance differs across browsers, showing as a pear in Chrome and Firefox while appearing as an apple in Safari, Internet Explorer, and when saved locally. The outcome should be a professional PDF report titled \"Image_Rendering_Analysis.pdf\". The report must contain a visual inspection that offers a concise description of all visible elements, colors, and any hidden layers or artifacts found in the image. It should also include a technical explanation that draws on at least three reputable sources to discuss browser‑specific rendering differences for PNG files, covering aspects such as color profiles, alpha channel handling, progressive decoding, and caching behavior. Additionally, the document must provide clear reproduction steps that enable the observed behavior to be replicated in each browser, and it should conclude with actionable recommendations aimed at achieving consistent display of the image across all browsers. The report should be organized with numbered sections, embed the original image as an inline figure, and be delivered as a PDF file.",
        "resources": [
          {
            "type": "image",
            "path": "resources/images/127.png",
            "url": "https://i.sstatic.net/VhGrd.png"
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Produce a professional PDF report titled \"Image_Rendering_Analysis.pdf\" containing all required sections, the inline original image, and numbered headings.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Provide a concise visual inspection describing visible elements, colors, hidden layers, and artifacts of the PNG image, included as a section in the report.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "Deliver a technical explanation citing at least three reputable sources that cover color profiles, alpha channel handling, progressive decoding, and caching behavior affecting browser rendering of PNGs.",
            "weight": 2
          },
          {
            "id": "cp1-3",
            "requirements": "List reproducible step‑by‑step instructions for Chrome, Firefox, Safari, and Internet Explorer to replicate the observed pear/apple rendering differences.",
            "weight": 1
          },
          {
            "id": "cp1-4",
            "requirements": "Present actionable recommendations to achieve consistent image display across all browsers.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Verify that the generated PDF meets formatting and content criteria.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Confirm the PDF file is readable in standard PDF viewers and the title matches \"Image_Rendering_Analysis.pdf\".",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "Check that sections are numbered, the original image appears as an inline figure, and citations are properly formatted.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Deliver the final PDF file to the requester.",
        "weight": 1
      }
    ],
    "workflow_category_6class": "Data Analysis & Quantitative Reasoning"
  },
  "128": {
    "tools": [],
    "files": [
      {
        "type": "image",
        "path": "resources/images/128.png",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "Your objective is to diagnose and propose a resolution for the in‑game head‑detachment issue illustrated in the provided screenshot (resources/images/128.png). Begin by creating a concise textual description of the screenshot that captures all visible UI elements, the character’s state, and any error messages, ensuring the description does not exceed 150 words. Next, investigate existing reports or official documentation concerning similar head‑detachment or head‑rolling problems in the same game, gathering relevant information from reputable online sources. Consolidate your findings into a structured troubleshooting report that includes a title and brief summary (no more than two sentences), a description of the observed behavior derived from your image description, at least three distinct potential root causes based on your research, a step‑by‑step reproducibility checklist presented as a bulleted list, a recommended fix or workaround (such as a configuration change, patch, or reinstall), preventive advice to avoid recurrence, and a reference list containing URLs with access dates. Produce the report as a Microsoft Word document titled \"Head_Bug_Troubleshooting_Report.docx\", applying Heading 1 for the title and Heading 2 for each major section, and embed a simple flow‑chart diagram that illustrates the recommended troubleshooting workflow within the document. The final Word file must open without errors and be delivered as the sole output.",
        "resources": [
          {
            "type": "image",
            "path": "resources/images/128.png",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A concise textual description (≤150 words) of the screenshot covering all visible UI elements, character state, and any error messages is produced and included.",
        "weight": 3
      },
      {
        "id": "cp2",
        "requirements": "A research summary identifying at least three distinct potential root causes for the head‑detachment issue is compiled.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Relevant online sources reporting similar head‑detachment or head‑rolling problems are identified, and their URLs with access dates are recorded.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "Key findings from these sources are extracted and summarized to support the root‑cause analysis.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A structured troubleshooting report in a Microsoft Word document titled \"Head_Bug_Troubleshooting_Report.docx\" is created, containing title, brief summary, observed behavior, root causes, a bulleted reproducibility checklist, recommended fix, preventive advice, and a reference list, with Heading 1 for the title and Heading 2 for each major section.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "The report includes a bulleted step‑by‑step reproducibility checklist.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "A simple flow‑chart diagram illustrating the recommended troubleshooting workflow is embedded in the document.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "The final Word file opens without errors and is delivered as the sole output.",
        "weight": 2
      }
    ],
    "workflow_category_6class": "Planning & Decision Support"
  },
  "129": {
    "tools": [],
    "files": [
      {
        "type": "image",
        "path": "resources/images/129.png",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "Prepare a concise professional report that determines the minimum safe spacing between trees to mitigate forest fire spread. Begin by producing a detailed textual description of the image located at resources/images/129.png, noting any visual elements relevant to fire behavior. Perform a literature review to locate current scientific or forestry guidance on tree spacing for fire containment, summarizing at least three credible sources with author, year, and key recommendation. Synthesize these findings into a structured DOCX document titled \"Tree_Spacing_Fire_Safety_Report.docx\" containing a title page, an introduction that outlines purpose and scope, an image analysis section with the description of the supplied image, a methodology section describing the search approach and criteria, a findings section presenting a table that lists recommended minimum spacing in meters for different forest types and fuel conditions (including at least three forest type categories), a visual insight section that includes a chart illustrating spacing versus probability of fire spread with an appropriate caption, a recommendations section offering practical guidelines for homeowners, and a references section formatted in APA style. Ensure the report embeds the table and the chart as figures with captions. The document will be considered successful when all specified sections are present, the table includes the required categories, the chart is labeled, and all sources are properly cited.",
        "resources": [
          {
            "type": "image",
            "path": "resources/images/129.png",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A detailed textual description of the image resources/images/129.png, highlighting visual elements that influence fire behavior, is produced and included in the report.",
        "weight": 2
      },
      {
        "id": "cp2",
        "requirements": "A literature review summary that extracts key tree‑spacing recommendations from at least three credible scientific or forestry sources (author, year, recommendation) and formats them in APA style is created.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Relevant peer‑reviewed articles, agency guidelines, or forestry manuals are identified and collected.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "For each source, author, publication year, and the specific minimum spacing recommendation for fire containment are extracted.",
            "weight": 1
          },
          {
            "id": "cp2-3",
            "requirements": "The extracted citations are formatted according to APA style and compiled into a references list.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A complete DOCX report titled \"Tree_Spacing_Fire_Safety_Report.docx\" containing all required sections, an embedded image description, a findings table, and a labeled chart is generated.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Title page and introduction outlining purpose and scope are written.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Image analysis section with the previously produced description is inserted.",
            "weight": 1
          },
          {
            "id": "cp3-3",
            "requirements": "Methodology section describing search approach and selection criteria is added.",
            "weight": 1
          },
          {
            "id": "cp3-4",
            "requirements": "Findings section includes a table listing recommended minimum spacing (in meters) for at least three forest‑type/fuel‑condition categories.",
            "weight": 1
          },
          {
            "id": "cp3-5",
            "requirements": "Visual insight section contains a chart illustrating spacing versus probability of fire spread, with an appropriate caption.",
            "weight": 1
          },
          {
            "id": "cp3-6",
            "requirements": "Recommendations section offers practical guidelines for homeowners.",
            "weight": 1
          },
          {
            "id": "cp3-7",
            "requirements": "References section presents all sources in APA format.",
            "weight": 1
          },
          {
            "id": "cp3-8",
            "requirements": "The table and chart are embedded as labeled figures with captions inside the DOCX file.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "A verification checklist confirms that the DOCX report includes every specified section, the table contains the required forest‑type categories, the chart is properly labeled, and all citations appear in APA style.",
        "weight": 1
      }
    ],
    "workflow_category_6class": "Planning & Decision Support"
  },
  "132": {
    "tools": [],
    "files": [
      {
        "type": "video",
        "path": "resources/reddit_data/132/video.mp4",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "You are to analyze the short clip (resources/reddit_data/132/video.mp4) featuring the character George from *Scary Movie*. The analysis should contain a detailed narrative of at least one‑hundred‑fifty words that captures the actions, gestures, facial expressions, and any spoken dialogue observed in the clip. It should also identify and explain the comedic techniques at work, covering a minimum of three distinct methods such as slapstick, exaggeration, parody, timing, or sound effects, and provide brief justification for why each technique is likely to provoke laughter. In addition, the work must compare George’s humor with that found in at least two well‑known comedy films—examples include *Airplane!* and *The Hangover*—stating whether each relies primarily on slapstick, exaggeration, parody, or a mixture, and present this comparison in a concise table. The final component is a one‑hundred‑word paragraph that assesses whether the comedic style is universally appealing or largely dependent on cultural background or personal taste. Deliver a Microsoft Word document named \"George_Comedy_Analysis.docx\" that contains four clearly labelled sections matching the described elements, includes the comparative table in the third section, and uses appropriate headings. Also provide a plain‑text version of the same content in the response body for quick review. All analysis must be based solely on the video content and publicly available information about the referenced films; no speculative personal anecdotes are permitted.",
        "resources": [
          {
            "type": "video",
            "path": "resources/reddit_data/132/video.mp4",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Produce a detailed narrative (≥150 words) describing the actions, gestures, facial expressions, and spoken dialogue observed in the clip.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Narrative text of at least 150 words is generated and included in the document.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "Narrative is placed under a clearly labelled heading in the Word document.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Identify and explain a minimum of three distinct comedic techniques used in the clip, providing a brief justification for each.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "A list of comedic techniques with concise explanations is presented in the document.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "Each technique is linked to specific actions or gestures described in the narrative.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Compare George’s humor with that of at least two well‑known comedy films, indicating the dominant comedic style for each, and present the comparison in a concise table.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "A comparative table showing George’s humor and the humor of the two selected films, with primary technique(s) identified, is included in the third section.",
            "weight": 2
          },
          {
            "id": "cp3-2",
            "requirements": "A short explanatory paragraph accompanies the table, summarising the similarities and differences.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Write a 100‑word paragraph assessing whether the comedic style is universally appealing or culturally/personal‑taste dependent.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "The assessment paragraph is composed and placed under a clearly labelled heading.",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "The paragraph appears both in the Word document and in the plain‑text response body.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp5",
        "requirements": "Deliver a Microsoft Word document named \"George_Comedy_Analysis.docx\" containing the four sections and the comparative table, and provide an identical plain‑text version in the response.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp5-1",
            "requirements": "Word document with correct headings, sections, narrative, technique explanations, table, and assessment paragraph is generated and named as specified.",
            "weight": 1
          },
          {
            "id": "cp5-2",
            "requirements": "Plain‑text version reproducing the entire content of the Word document is included in the response body.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Educational & Instructional Content"
  },
  "133": {
    "tools": [],
    "files": [
      {
        "type": "video",
        "path": "resources/reddit_data/133/video.mp4",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "The task requires a comprehensive analysis of the short video located at resources/reddit_data/133/video.mp4 and the production of a professional report. The analyst should first produce a detailed textual description of the entire clip, including timestamps for each significant action. Next, all objects, characters, and their motions present in the video should be identified and recorded along with the frame numbers at which they appear. The timing of each identified action and the intervals between successive actions must be calculated. An online search should then be performed to gather contextual insights regarding visual humor and similar meme formats that could explain why the scene is funny. The description, object detection details, timing calculations, and external insights are to be integrated into a humor analysis that explains the comedic effect, such as surprise, timing, or incongruity, and also to propose three alternative captions optimized for social‑media engagement. A timeline chart visualizing the sequence and duration of the key actions should be created. Finally, all textual findings, the suggested captions, and the timeline chart must be compiled into a well‑formatted Word document that includes the full scene description with timestamps, an object detection table, a calculated timings table, contextual commentary from the web research, the three caption suggestions, and the embedded timeline chart.",
        "resources": [
          {
            "type": "video",
            "path": "resources/reddit_data/133/video.mp4",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Produce a complete textual description of the entire video clip with timestamps for each significant action",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Identify every distinct action and record its start and end timestamps",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "Write a narrative summary that coherently describes the clip using the timestamps",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Detect and catalogue all objects, characters, and motions, recording the frame numbers where they appear",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Generate an object detection table with columns: object/character, motion type, start frame, end frame",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "Verify detection results against visual review to ensure accuracy",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Calculate timing metrics for each identified action and intervals between successive actions",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Compute the duration of every action in seconds",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Compute the time gaps between consecutive actions",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Gather contextual insights from web research on visual humor and similar meme formats relevant to the clip",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Summarize key findings with citations, highlighting patterns that explain the clip’s humor",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp5",
        "requirements": "Integrate description, detection details, timing calculations, and external insights into a comprehensive humor analysis",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp5-1",
            "requirements": "Explain the comedic effect using identified mechanisms such as surprise, timing, or incongruity",
            "weight": 2
          },
          {
            "id": "cp5-2",
            "requirements": "Link each piece of evidence (actions, objects, timings, research) to the corresponding humor mechanism",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp6",
        "requirements": "Create three alternative captions optimized for social‑media engagement, each reflecting the humor analysis",
        "weight": 1,
        "sub_tasks": []
      },
      {
        "id": "cp7",
        "requirements": "Produce a timeline chart visualizing the sequence and duration of the key actions",
        "weight": 2,
        "sub_tasks": []
      },
      {
        "id": "cp8",
        "requirements": "Compile all textual findings, the three caption suggestions, and the timeline chart into a well‑formatted Word document with required sections",
        "weight": 3,
        "sub_tasks": []
      }
    ],
    "workflow_category_6class": "Data Analysis & Quantitative Reasoning"
  },
  "144": {
    "tools": [],
    "files": [
      {
        "type": "video",
        "path": "resources/reddit_data/144/video.mp4",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "I recently recorded a rhombic egg eater, a non-venomous snake, displaying its defensive behavior. This individual was being released after being removed from a dangerous situation. I have a video showing the snake’s movements and body posture.\nI want to analyze and understand this behavior for a small educational or wildlife study project. Could you help me do the following?\nAnalyze the video to describe the snake’s defensive display, including posture, movement, and mimicry of venomous snakes.\nExplain the evolutionary purpose of this behavior and how it helps the snake deter predators.\nIdentify key moments in the video that illustrate specific defensive strategies and create annotated frames or short clips highlighting these behaviors.\nSummarize the findings in a structured report, including behavioral descriptions, visual annotations, and educational insights about non-venomous snake defense mechanisms.",
        "resources": [
          {
            "type": "video",
            "path": "resources/reddit_data/144/video.mp4",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Analyze the video to describe the snake’s defensive display, including posture, movement, and mimicry of venomous snakes.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Generate a detailed description of the snake's defensive display using the VideoDescription tool.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "Use the VideoObjectDetection tool to identify and describe the snake's posture and movements.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Explain the evolutionary purpose of this behavior and how it helps the snake deter predators.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Research and provide an explanation of the evolutionary purpose of the defensive behavior.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Identify key moments in the video that illustrate specific defensive strategies and create annotated frames or short clips highlighting these behaviors.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Identify and timestamp key moments in the video that illustrate specific defensive strategies.",
            "weight": 2
          },
          {
            "id": "cp3-2",
            "requirements": "Create annotated frames or short clips using the AddTextVideoTool to highlight these behaviors.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Summarize the findings in a structured report, including behavioral descriptions, visual annotations, and educational insights about non-venomous snake defense mechanisms.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Compile the findings into a structured report.",
            "weight": 2
          },
          {
            "id": "cp4-2",
            "requirements": "Include visual annotations and educational insights about non-venomous snake defense mechanisms in the report.",
            "weight": 2
          },
          {
            "id": "cp4-3",
            "requirements": "Generate a DOCX file containing the structured report using the DocxFileGenerator tool.",
            "weight": 2
          }
        ]
      }
    ],
    "workflow_category_6class": "Educational & Instructional Content"
  },
  "148": {
    "tools": [],
    "files": [
      {
        "type": "audio",
        "path": "resources/reddit_data/148/audio.mp3",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "Produce a comprehensive, fact‑checked briefing based on the audio lecture “Mike Duncan on the lead up to the fall of the Roman Republic.” Begin by extracting a ten‑minute segment beginning at the 10‑minute mark of the provided MP3 file (from 10:00 to 20:00). Transcribe this segment into plain text, preserving any speaker labels and inserting timestamps at 30‑second intervals. Identify every historical claim within the transcript—such as dates, events, and figures—and for each claim perform an online lookup, recording the claim text, the title of the source, its URL, a verification status (True, Partially True, False, or Unverifiable), and a brief explanatory note. Compile all of these entries into a JSON array. Write a concise summary of 150‑200 words that captures the lecture’s key points and explicitly connects at least two of its themes to contemporary events, for example modern political polarization or the erosion of democratic institutions. Assemble a single Word document titled “Mike_Duncan_Briefing.docx” that includes a title page displaying the lecture title and the extraction date, followed by sections titled “Transcript,” “Fact‑Check Table,” and “Summary & Current‑Event Relevance.” The transcript section should present the full transcribed text, the fact‑check table should embed the JSON array as a formatted code block, and the summary section should contain the written overview. Use clear headings, bullet points for each fact‑check entry, and a readable font size to ensure professional formatting. Provide three deliverables: the .docx file, a separate JSON file named “fact_check.json” containing the fact‑check array, and the plain‑text transcript included inline in the response for quick reference. Success will be measured by accurate audio clipping, verbatim transcription, at least ninety percent of identified claims correctly sourced, and a professionally formatted Word document.",
        "resources": [
          {
            "type": "audio",
            "path": "resources/reddit_data/148/audio.mp3",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "A 10‑minute audio clip covering 10:00 to 20:00 of the lecture is extracted and saved as 'lecture_clip.mp3'.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "The clip duration is confirmed to be exactly 10 minutes and matches the source audio segment.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "A verbatim transcript of the extracted clip, including speaker labels and timestamps at 30‑second intervals, is generated and provided as plain text.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "The transcript is checked against the audio to ensure no omissions or transcription errors.",
            "weight": 3
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "A fact‑check JSON array is produced where each historical claim from the transcript includes claim text, source title, URL, verification status (True/Partially True/False/Unverifiable), and a brief explanatory note, with ≥90% of claims correctly sourced.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "All identified claims are cross‑referenced with authoritative online sources and verification status assigned.",
            "weight": 2
          },
          {
            "id": "cp3-2",
            "requirements": "The array conforms to the required schema and is saved as 'fact_check.json'.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "A 150‑200 word summary that captures the lecture’s key points and explicitly links at least two themes to modern political polarization or democratic erosion is written.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "The summary is incorporated into the Word document under the 'Summary & Current‑Event Relevance' section.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp5",
        "requirements": "A professionally formatted Word document 'Mike_Duncan_Briefing.docx' is assembled containing a title page, the transcript, the fact‑check table (as a formatted code block), and the summary, using clear headings and readable font size.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp5-1",
            "requirements": "The document includes the title page with lecture title and extraction date, followed by sections titled 'Transcript', 'Fact‑Check Table', and 'Summary & Current‑Event Relevance'.",
            "weight": 2
          },
          {
            "id": "cp5-2",
            "requirements": "The transcript text, JSON code block, and summary are correctly placed under their respective headings.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Educational & Instructional Content"
  },
  "150": {
    "tools": [],
    "files": [
      {
        "type": "audio",
        "path": "resources/reddit_data/150/audio.mp3",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "Process the provided 55‑minute audio documentary \"The Making of Guild Wars: Celebrating 25 Years of ArenaNet (2025)\" to create a professional, multi‑section deliverable. Begin by cleaning the audio to remove background hiss and ensure the speech is clear. Produce a verbatim transcript of the cleaned audio, including timestamps in hh:mm:ss format for every spoken segment. Identify each speaker throughout the transcript, assigning labels such as Speaker 1, Speaker 2, and so on, and compile a CSV file that lists the speaker, start time, end time, and segment duration. Analyze the audio to extract key acoustic features—including average MFCCs, spectral centroid, roll‑off, and zero‑crossing rate—and summarize these statistics in a table. Generate a formatted DOCX report that contains a title page with the documentary title and duration, the full timestamped transcript with speaker labels, a concise 300‑word executive summary of the documentary’s content, and a bullet‑point list of the five most significant historical milestones mentioned, each accompanied by its timestamp. Include as appendices the speaker‑segment CSV and the audio‑feature statistics table. Success is measured by achieving at least 98 % word‑level accuracy in the transcript, keeping speaker‑label errors below 5 % of segments, and ensuring the final DOCX passes a basic spell‑check without errors. Deliver the optional cleaned audio file, the transcript CSV, the audio‑feature table CSV, and the completed DOCX report.",
        "resources": [
          {
            "type": "audio",
            "path": "resources/reddit_data/150/audio.mp3",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Clean the original audio to remove background hiss and enhance speech clarity, producing a cleaned audio file (e.g., cleaned_audio.wav).",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Apply noise‑reduction and equalization procedures to eliminate hiss while preserving natural voice characteristics, outputting the cleaned audio file.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Generate a verbatim, timestamped transcript with speaker identification and provide a speaker‑segment CSV.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Produce a full transcript of the cleaned audio, inserting hh:mm:ss timestamps for every spoken segment.",
            "weight": 2
          },
          {
            "id": "cp2-2",
            "requirements": "Identify each distinct speaker, assign labels (Speaker 1, Speaker 2, …), and compile a CSV listing speaker, start time, end time, and segment duration.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Extract acoustic feature statistics from the entire documentary and export them as a summary table CSV.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Calculate average MFCCs, spectral centroid, spectral roll‑off, and zero‑crossing rate for the audio and present the results in a CSV table.",
            "weight": 3
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Assemble and deliver a complete DOCX report with all required sections and validation evidence.",
        "weight": 5,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Create a formatted DOCX containing a title page, the full timestamped transcript with speaker labels, a 300‑word executive summary, and a bullet‑point list of the five most significant milestones with timestamps.",
            "weight": 2
          },
          {
            "id": "cp4-2",
            "requirements": "Attach appendices that include the speaker‑segment CSV and the acoustic‑feature statistics CSV, and ensure the document passes a basic spell‑check without errors.",
            "weight": 1
          },
          {
            "id": "cp4-3",
            "requirements": "Validate that transcript word‑level accuracy is ≥98 % and speaker‑label error rate is ≤5 % of segments; include a validation summary in the report.",
            "weight": 1
          },
          {
            "id": "cp4-4",
            "requirements": "Package and deliver the cleaned audio file, transcript CSV, audio‑feature table CSV, and the final DOCX report.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Data Analysis & Quantitative Reasoning"
  },
  "151": {
    "tools": [],
    "files": [
      {
        "type": "audio",
        "path": "resources/reddit_data/151/audio.mp3",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "The task requires you to work with the provided audio file located at resources/reddit_data/151/audio.mp3 and produce a professional analytical report about the news segment titled “What a new Stalin statue says about Russia's attempt to reshape history (2025)”. First, you must transcribe the entire five‑minute‑twenty‑nine‑second recording, delivering the transcription as a plain‑text block that preserves speaker turns when they can be identified and includes timestamps at thirty‑second intervals. Next, extract the initial sixty seconds of the audio, improve its clarity, and save the cleaned segment as an MP3 file named “cleaned_intro.mp3”. You should also determine who is speaking throughout the full recording, listing each distinct speaker together with their start and end times. In addition, conduct an online search for “2025 Stalin statue Moscow Metro” and obtain up to three concise summaries—each no longer than 150 words—from reputable news sources published after 2024, citing each source with its URL and the date it was accessed. Then, evaluate the emotional tone of the transcription, identifying the top three emotions and providing confidence scores for each. All of these results must be assembled into a PDF report titled “Stalin_Statue_Analysis.pdf” that follows a strict structure: a title page containing the title, author, and date; a section containing the full transcription with timestamps; a section summarising the cleaned audio and describing the cleaning process; a table presenting the speaker diarization information; a section listing the three web‑based research summaries with citations; a table detailing the emotion analysis; and a references list with full URLs and access dates. The PDF should use 12‑point Times New Roman, one‑inch margins, and must not exceed ten pages. Alongside the PDF, you must return the plain‑text contents of each section in a JSON object with the keys “transcription”, “speaker_diarization”, “research_summaries”, and “emotion_analysis”. Success will be measured by a transcription accuracy of at least ninety‑five percent as verified by spot‑checking, the creation of the cleaned audio file, identification of a minimum of three distinct speakers, inclusion of research summaries from dated articles after 2024 with proper citations, emotion analysis confidence scores of at least 0.7 for the reported emotions, and adherence to the specified PDF formatting and length constraints.",
        "resources": [
          {
            "type": "audio",
            "path": "resources/reddit_data/151/audio.mp3",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Deliver a verbatim transcription of the entire 5 min 29 sec audio, preserving identified speaker turns and inserting timestamps at every 30‑second mark, with overall accuracy ≥ 95 % verified by spot‑checking.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Produce a plain‑text block containing the full transcription with the required timestamps.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "Annotate speaker turns when discernible, labeling each segment with a speaker identifier.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Create a cleaned version of the first 60 seconds of the audio, improving clarity and exporting it as an MP3 file named \"cleaned_intro.mp3\".",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Extract the initial 60‑second segment, apply noise‑reduction and volume normalization, and save the result as \"cleaned_intro.mp3\".",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Generate a speaker diarization table that lists each distinct speaker together with start and end times, confirming the presence of at least three different speakers.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Produce a CSV‑style table containing columns: Speaker ID, Start Time, End Time.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Provide up to three concise research summaries (≤ 150 words each) from reputable news sources published after 2024, each accompanied by its URL and access date.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Summarize the 2025 Moscow Stalin statue news articles, citing source URL and access date.",
            "weight": 2
          },
          {
            "id": "cp4-2",
            "requirements": "Summarize additional contextual articles (e.g., political reactions), citing source URL and access date.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp5",
        "requirements": "Perform emotion analysis on the full transcription, identifying the top three emotions with confidence scores of at least 0.7 and presenting them in a table.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp5-1",
            "requirements": "Return a table with columns: Emotion, Confidence Score, covering the three highest‑scoring emotions.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp6",
        "requirements": "Assemble all deliverables into a PDF report titled \"Stalin_Statue_Analysis.pdf\" that follows the prescribed structure, uses 12‑point Times New Roman, one‑inch margins, and does not exceed ten pages.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp6-1",
            "requirements": "Create title page with title, author, and date.",
            "weight": 1
          },
          {
            "id": "cp6-2",
            "requirements": "Insert the full transcription section with timestamps.",
            "weight": 1
          },
          {
            "id": "cp6-3",
            "requirements": "Include a section describing the cleaned audio segment and processing steps.",
            "weight": 1
          },
          {
            "id": "cp6-4",
            "requirements": "Add the speaker diarization table.",
            "weight": 1
          },
          {
            "id": "cp6-5",
            "requirements": "Add the three research summaries with citations.",
            "weight": 1
          },
          {
            "id": "cp6-6",
            "requirements": "Add the emotion analysis table.",
            "weight": 1
          },
          {
            "id": "cp6-7",
            "requirements": "Provide a references list with full URLs and access dates.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp7",
        "requirements": "Return a JSON object containing the plain‑text contents of each report section under the keys \"transcription\", \"speaker_diarization\", \"research_summaries\", and \"emotion_analysis\".",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp7-1",
            "requirements": "Populate the JSON with the exact text used in the corresponding PDF sections.",
            "weight": 2
          }
        ]
      }
    ],
    "workflow_category_6class": "Data Analysis & Quantitative Reasoning"
  },
  "152": {
    "tools": [],
    "files": [
      {
        "type": "audio",
        "path": "resources/reddit_data/152/audio.mp3",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "Create a comprehensive production dossier for the documentary \"Winter und harter Winter\" (2018) about the Ore Mountains, using the supplied audio file. The audio should first be processed to improve clarity, after which a full transcript of the commentary is generated. From the cleaned audio, extract characteristics such as average loudness, spectral centroid, and tonal balance, and compute summary statistics including total duration and average amplitude. Conduct research to gather concise historical and cultural background on the Ore Mountains region, focusing on aspects mentioned in the transcript. Synthesize the transcript, the audio feature summary, and the researched background into a structured report, and produce a bar‑chart visualizing the frequency of major topics such as geography, traditions, and personal anecdotes. Finally, compile the written report and the bar‑chart into a professional Word document. The required outputs are a cleaned‑audio transcript, a table of extracted audio characteristics and computed statistics, a brief background summary of the Ore Mountains, a bar‑chart image of topic frequencies, and a single Word (.docx) file containing all sections and the chart.",
        "resources": [
          {
            "type": "audio",
            "path": "resources/reddit_data/152/audio.mp3",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Produce a cleaned‑audio version with improved clarity and reduced background noise",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Apply noise‑reduction, equalization, and dynamic range compression to the original audio, resulting in a cleaned audio file saved in the project directory",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Generate a complete, time‑stamped transcript of the cleaned audio commentary",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Deliver a text file containing the full transcript with speaker labels and timestamps",
            "weight": 3
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Extract audio characteristics and compute summary statistics from the cleaned audio",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Calculate average loudness, spectral centroid, tonal balance, total duration, and average amplitude, and present the results in a structured table (CSV or JSON)",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Research Ore Mountains background, create visual topic analysis, and compile all materials into a professional Word dossier",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Provide a concise historical and cultural background summary of the Ore Mountains that aligns with transcript references",
            "weight": 2
          },
          {
            "id": "cp4-2",
            "requirements": "Identify major topics (geography, traditions, personal anecdotes, etc.) from the transcript, compute their frequencies, and produce a bar‑chart image visualizing these frequencies",
            "weight": 2
          },
          {
            "id": "cp4-3",
            "requirements": "Assemble the transcript, audio‑characteristics table, background summary, and bar‑chart into a single formatted Word (.docx) document",
            "weight": 3
          }
        ]
      }
    ],
    "workflow_category_6class": "Data Analysis & Quantitative Reasoning"
  },
  "153": {
    "tools": [],
    "files": [
      {
        "type": "audio",
        "path": "resources/reddit_data/153/audio.mp3",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "The task involves working with the audio file located at resources/reddit_data/153/audio.mp3. First, the audio must be transcribed in full, inserting timestamps at five‑second intervals using the format [HH:MM:SS] and preserving any spoken names such as Isabel Allende; speaker identification is not required. Next, the audio should be examined to extract at least three quantitative characteristics: the total duration expressed in seconds, the average loudness measured in dBFS, and the spectral centroid in hertz. These values are to be displayed together in a table. A brief literature review is then required concerning the documentary “Enfoque: Las Americas – The Woman of the New Decade (1969)”. Up to two reputable sources that provide historical context about the film and the women featured in it should be identified, and the relevant information summarized in no more than five hundred words, with citations formatted according to APA style. All of the resulting materials must be assembled into a single Microsoft Word document that follows a precise layout: a title page bearing the heading “Enfoque: Las Americas – The Woman of the New Decade (1969) – Audio Transcription and Analysis”, followed by a first‑level heading titled Introduction that offers a brief description of the task, a subsequent first‑level heading titled Full Transcript containing the timestamped transcription, another first‑level heading titled Audio Characteristics presenting the metrics table, a first‑level heading titled Historical Summary with the five‑hundred‑word overview, and a final first‑level heading titled References listing all sources in APA format including the original URLs. The deliverable will be considered successful if the transcription error does not exceed five percent of the original speech, the characteristics table includes the three required metrics, the historical summary stays within the word limit and contains correctly formatted citations, and the final DOCX adheres to the specified structure and utilizes standard fonts (Times New Roman, 12 pt).",
        "resources": [
          {
            "type": "audio",
            "path": "resources/reddit_data/153/audio.mp3",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Produce a complete transcript of the audio with timestamps at five‑second intervals, preserving spoken names and maintaining ≤5% transcription error.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Generate a timestamped transcript using the format [HH:MM:SS] for every 5‑second segment.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "Validate transcript accuracy against the source audio and confirm error rate ≤5%.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Calculate and present three audio metrics—total duration (seconds), average loudness (dBFS), and spectral centroid (Hz)—in a formatted table.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Determine total audio duration in seconds.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "Compute average loudness measured in dBFS.",
            "weight": 1
          },
          {
            "id": "cp2-3",
            "requirements": "Calculate spectral centroid in hertz.",
            "weight": 1
          },
          {
            "id": "cp2-4",
            "requirements": "Assemble the three metrics into a clear table for inclusion in the final document.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Create a concise historical summary (≤500 words) about the documentary, citing up to two reputable sources in APA format.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Identify up to two credible sources that provide historical context for the film and the featured women.",
            "weight": 1
          },
          {
            "id": "cp3-2",
            "requirements": "Write a 500‑word (max) summary incorporating information from the sources and embed APA‑style citations.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Assemble all components into a single Microsoft Word (.docx) file that follows the specified layout and formatting standards.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Create a title page with the exact heading required.",
            "weight": 1
          },
          {
            "id": "cp4-2",
            "requirements": "Insert first‑level headings (Introduction, Full Transcript, Audio Characteristics, Historical Summary, References) and populate each section with the appropriate content.",
            "weight": 2
          },
          {
            "id": "cp4-3",
            "requirements": "Include the metrics table and the APA‑formatted reference list with URLs.",
            "weight": 1
          },
          {
            "id": "cp4-4",
            "requirements": "Apply Times New Roman, 12 pt font throughout and verify overall document structure complies with the specification.",
            "weight": 1
          }
        ]
      }
    ],
    "workflow_category_6class": "Data Analysis & Quantitative Reasoning"
  },
  "154": {
    "tools": [],
    "files": [
      {
        "type": "audio",
        "path": "resources/reddit_data/154/audio.mp3",
        "url": null
      }
    ],
    "dialogs": [
      {
        "role": "user",
        "content": "Produce a comprehensive DOCX report summarizing the documentary \"Architects of Denial: The Armenian Genocide\" based on the provided 1h 42 min audio file. The process should begin by generating a full transcription that retains the original timestamps (hh:mm:ss) for each spoken segment. Each segment should be assigned a speaker label such as Speaker 1 or Speaker 2, and these labels incorporated into the transcription. The transcription must then be divided into paragraphs, each containing no more than 200 words to ensure readability. For each paragraph, determine the dominant emotion and its confidence score, and present these results in a two‑column table listing the Paragraph ID, Emotion, and Confidence. Audio characteristics such as MFCC and spectral centroid should be extracted and the average values summarized in a table. If desired, the audio may be processed to reduce noise before transcription to improve quality. Finally, assemble a DOCX file containing a title page with the title, runtime, and source; an executive summary of no more than 150 words; a full transcription presented as a table with columns for Timestamp, Speaker, and Text; the emotional analysis table described earlier; an audio quality summary table; a references section formatted in APA style for any external sources retrieved via web search, and appendices that may include the raw transcription in CSV format. The report must meet success criteria of at least 95 % transcription accuracy, correct speaker labeling for at least 90 % of segments, correctly formatted tables within the DOCX, and the file should be named \"Architects_of_Denial_Report.docx\".",
        "resources": [
          {
            "type": "audio",
            "path": "resources/reddit_data/154/audio.mp3",
            "url": null
          }
        ]
      }
    ],
    "sub_tasks": [
      {
        "id": "cp1",
        "requirements": "Complete transcription of the 1h 42 min documentary with timestamps and speaker labels, formatted as a table (Timestamp, Speaker, Text) and saved as CSV.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp1-1",
            "requirements": "Achieve transcription accuracy of at least 95 % verified against a random 5 % sample.",
            "weight": 2
          },
          {
            "id": "cp1-2",
            "requirements": "Achieve speaker‑label correctness of at least 90 % verified by manual spot‑check.",
            "weight": 1
          }
        ]
      },
      {
        "id": "cp2",
        "requirements": "Emotion analysis table presenting Paragraph ID, dominant emotion, and confidence score for each ≤200‑word paragraph.",
        "weight": 3,
        "sub_tasks": [
          {
            "id": "cp2-1",
            "requirements": "Segment transcription into paragraphs of no more than 200 words with unique Paragraph IDs.",
            "weight": 1
          },
          {
            "id": "cp2-2",
            "requirements": "Compute dominant emotion and confidence for every paragraph and compile results into a two‑column table.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp3",
        "requirements": "Audio feature summary table containing average MFCC and spectral centroid values extracted from the audio.",
        "weight": 2,
        "sub_tasks": [
          {
            "id": "cp3-1",
            "requirements": "Extract MFCC and spectral centroid for the entire audio and calculate their average values.",
            "weight": 2
          }
        ]
      },
      {
        "id": "cp4",
        "requirements": "Final DOCX report named \"Architects_of_Denial_Report.docx\" that includes title page, executive summary, transcription table, emotion table, audio quality table, APA‑style references, and appendices with raw CSV.",
        "weight": 4,
        "sub_tasks": [
          {
            "id": "cp4-1",
            "requirements": "Embed all tables correctly formatted within the DOCX document.",
            "weight": 2
          },
          {
            "id": "cp4-2",
            "requirements": "Provide an executive summary of ≤150 words and a references section that follows APA citation style.",
            "weight": 2
          }
        ]
      }
    ],
    "workflow_category_6class": "Data Analysis & Quantitative Reasoning"
  }
}