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Use cases

Use QoderWork CN to handle tasks such as file management, data processing and analysis, and content creation. You can copy these prompts to try them out or customize them to fit your needs.

Simple tasks

Use a single tool to quickly solve common problems.

Use case 1: File organization

Scenario Automatically identifies project file types and organizes them into a standard directory structure. Example prompt
Please help me organize all files in the current directory:
1. Move all image files to the assets/images/ directory.
2. Move all document files (.md, .txt, .pdf) to the docs/ directory.
3. Move all configuration files (.json, .yaml, .toml) to the config/ directory.
4. Categorize all code files by language into subdirectories under src/.
5. Generate an organization report detailing which files were moved.
Result QoderWork CN automatically analyzes file types, creates the necessary directory structure, moves files to their respective directories, and generates a detailed organization log. The log includes file count statistics and a directory tree display.

Use case 2: Photo management

Scenario Automatically sorts and organizes local photos by time, location, and theme. It can also perform batch renaming and metadata extraction. Example prompt
Please help me organize the photos in the ~/Pictures/2024 directory:
1. Read the EXIF information (capture time, location) from the photos.
2. Create a folder structure based on "Year-Month".
3. Move the photos to the corresponding folders based on their capture time.
4. Rename each photo to the format: Date_SequenceNumber.jpg.
5. Generate a CSV file that records the original filename, capture time, and file size for each photo.
Result Automatically extracts photo metadata, creates a time-based directory hierarchy (such as 2024-01/ and 2024-02/), renames files in batches, and generates a complete photo inventory sheet to simplify searching and management.

Use case 3: Data analysis

Scenario Analyzes data file structures to generate statistical reports and charts. It can analyze multiple data formats. Example prompt
Please analyze the sales_data.csv file:
1. Read and display basic information about the data (number of rows, columns, field types).
2. Calculate the total sales and average unit price for each product category.
3. Identify the top 10 products with the highest sales.
4. Analyze the monthly sales trend.
5. Generate a visualization report in HTML format that includes a bar chart and a line chart.
Result QoderWork CN uses Python data analysis tools to process the data and generates an HTML report with statistical tables and interactive charts. You can view the analysis results directly in your browser.

Use case 4: Document creation

Scenario Drafts various business documents, creates presentations, processes spreadsheet data, and outputs professionally formatted files. Example prompt
Please help me create a product feature specification document:
1. Document format: Word (.docx)
2. Content to include:
   - Product overview (200 words)
   - List of core features (at least 5, each with a description)
   - A user workflow diagram
   - A technical architecture description
3. Add a table of contents, headers, footers, and page numbers.
4. Use a professional layout style.
Result Automatically generates a well-structured and professionally formatted Word document. The document includes a table of contents, consistent font styles, and proper paragraph spacing, making it ready for business use.

Use case 5: Research consolidation

Scenario Gathers information from multiple sources, extracts key insights, and generates structured research reports. Example prompt
Please research "the latest advancements in large language models for code generation":
1. Search for relevant academic papers and technical blogs from 2023–2024.
2. Compile a performance comparison of mainstream models (such as GPT-4, Claude, and Gemini) on code generation tasks.
3. Summarize the current technical trends and challenges.
4. Generate a research report in Markdown format that includes:
   - An executive summary
   - A technical comparison table
   - A trend analysis
   - A list of references
Result QoderWork CN calls the web search tool to retrieve the latest information, cross-references data from multiple sources, and generates a research report that includes data tables, trend summaries, and complete citations.

Complex tasks

Orchestrate multiple tools to complete end-to-end workflows.

Use case 1: Automated competitive analysis

Scenario Combines capabilities like web searching, data analysis, and document creation to complete an end-to-end competitive analysis task. Example prompt
Please complete a full competitive analysis report on the "AI code assistant market":

Step 1: Information Gathering
- Search for and list at least 5 major AI code assistant products on the market.
- Collect each product's core features, pricing, target audience, and technical specifications.

Step 2: Data Organization
- Create an Excel spreadsheet to compare the feature matrix of each product.
- Include fields for: Product Name, Release Date, Supported Languages, IDE Integration, Pricing Model, and Unique Features.

Step 3: In-depth Analysis
- Analyze the strengths and weaknesses of each product.
- Identify market gaps and opportunities.
- Summarize industry trends.

Step 4: Report Output
- Generate a PowerPoint presentation (.pptx).
- Include: a cover slide, market overview, product comparison, SWOT analysis, and conclusions with recommendations.
- Use a professional business color scheme and charts.
Result QoderWork CN sequentially calls the following tools:
  • Web search tool: Gathers market information and product details.
  • Excel skill: Creates a structured comparison table.
  • Data analysis tool: Processes and visualizes data.
  • PowerPoint skill: Generates a professional presentation with charts and analytical conclusions.
The final output includes a presentation file with a complete analysis and an Excel sheet with the supporting data.

Use case 2: Project documentation system

Scenario Automatically generates a complete documentation system for an open-source project, including a README, API documentation, and user guides. Example prompt
Please create a complete documentation system for my Python project:

1. Code Analysis
   - Scan all Python files in the src/ directory.
   - Extract the signatures and docstrings of all public classes and functions.
   - Analyze project dependencies from requirements.txt.

2. Document Generation
   - Create README.md: Include a project introduction, installation instructions, quick start, and contribution guide.
   - Create API.md: Automatically generate API reference documentation.
   - Create docs/guide.md: Write a detailed user tutorial with code examples.
   - Create CHANGELOG.md: Generate a change log based on the git commit history.

3. Example Code
   - Create 3–5 practical examples in the examples/ directory.
   - Each example should include fully commented code and an explanation.

4. Quality Check
   - Ensure all documents use a consistent Markdown format.
   - Check the syntax of the code examples.
   - Generate a directory structure for a documentation site.
Result QoderWork CN combines code analysis, file operations, and document generation capabilities to automatically create a standardized project documentation structure. If the project is connected to the GitHub MCP service, it can also directly read repository information and commit history.

Use case 3: Data-driven business reports

Scenario Fully automates the entire process from raw data to a visual report, suitable for recurring reports like weekly or monthly summaries. Example prompt
Please generate an analysis report based on this week's business data:

1. Data Retrieval (assuming a database MCP service connection)
   - Extract this week's user behavior data from the database.
   - Query order data and revenue data.
   - Extract customer feedback data.

2. Data Cleaning and Analysis
   - Handle missing and anomalous values.
   - Calculate key metrics: DAU, conversion rate, average order value, NPS.
   - Compare with last week's data to calculate growth rates.

3. Visualization
   - Create a user growth trend chart (line chart).
   - Create a revenue source distribution chart (pie chart).
   - Create a conversion funnel chart.

4. Report Output
   - Generate a weekly report in Word format, including:
     * A key metric dashboard
     * Data analysis charts
     * Key findings and insights
     * Actionable suggestions for next week
   - Also generate an Excel sheet with detailed data for reference.
Result QoderWork CN coordinates multiple tools to complete the data processing workflow:
  • MCP service: Connects to external data sources.
  • Python data analysis: Processes and computes data.
  • Visualization library: Generates charts.
  • Office skill: Creates professional Word reports and Excel data sheets.
The final output is a business report ready for submission to management.

Use case 4: Multi-city travel planning

Scenario Combines map services, web search, and document creation capabilities to generate comprehensive travel guides and presentation materials. Example prompt
I am planning a 5-day trip from China (Beijing) to China (Hangzhou). Please help me:

1. Route Planning
   - Use a map tool to plan the optimal travel route (including transportation suggestions).
   - Find popular attractions, restaurants, and hotels in the cities along the way.
   - Consider seasonal factors (it is currently February) and weather conditions.

2. Information Collection
   - Use a browser to search for detailed information, ticket prices, and opening hours for each attraction.
   - Find recommendations and reviews for local specialty foods and restaurants.
   - Note any information about accessibility facilities.

3. Document Generation
   - Generate a detailed 30-page travel guide in a Word document, including:
     * A daily itinerary
     * Attraction descriptions and recommendations
     * A food map
     * Transportation instructions
     * A budget checklist
     * Important notes

4. Presentation Materials
   - Create a 25-slide travel plan presentation to share with friends.
   - Create a travel showcase webpage with a map, photo wall, and itinerary timeline.

Requirements:
- Optimize the route to avoid detours.
- Provide alternative options.
- The visual presentation must be clear and intuitive.
Result QoderWork CN coordinates multiple tools to plan the trip:
  • Map service: Plans routes and queries location information.
  • Web search: Collects the latest information on attractions, food, and hotels.
  • Word skill: Generates a guide document with detailed information and tables.
  • PowerPoint skill: Creates a visually rich presentation for sharing.
  • HTML/React: Creates an interactive travel showcase webpage.
The final output is a complete travel plan, including a guide document, a presentation, and a showcase webpage.

Use case 5: Full-cycle academic research

Scenario Manages the complete academic research process from literature search to report writing, suitable for research projects and thesis writing. Example prompt
I am researching the topic "Applications of large language models in Code Generation." Please help me:

1. Literature Search
   - Search arXiv for the latest relevant papers (2023–2024).
   - Use a browser to find key research institutions and scholars in this field.
   - Summarize the abstracts and core ideas of the top 10 most relevant papers.

2. Literature Review Writing
   - Write a 15-page literature review report in Word format, including:
     * Research background and significance
     * Literature review
     * Comparison of research methods
     * Analysis of development trends
     * References

3. Academic Presentation
   - Create a 20-slide academic presentation suitable for a seminar.
   - Generate 5 infographics to illustrate the research timeline and technological evolution.

Requirements:
- Use APA 7th edition for citation style.
- Include at least 30 references.
- Charts and diagrams must be clear and professional.
Result QoderWork CN integrates a toolchain for academic research:
  • Web search: Retrieves literature from academic databases and search engines.
  • Data organization: Extracts and structures information from papers.
  • Word skill: Generates a literature review report that meets academic standards.
  • PowerPoint skill: Creates professional academic presentation slides.
  • Visualization tool: Creates charts for the research timeline and technological evolution.
The output includes a literature review document, an academic presentation, and multiple infographics.

Use case 6: Training course package

Scenario Generates a complete set of training course materials, including an outline, presentation slides, infographics, and a student handbook. Example prompt
Create a training course package for "Python data analysis":

1. Course Design
   - Create a course outline in a Word document (5 chapters).
   - Each chapter should include: learning objectives, a content summary, and practice exercises.

2. Teaching Materials
   - Create a set of accompanying PowerPoint slides for each chapter (50 slides total).
   - Content should cover: data types, functions, loops, the pandas library, and data visualization.

3. Supplementary Materials
   - Generate 8 infographics on key concepts (data types, functions, loops, pandas library, etc.).
   - Each infographic should be concise, clear, and easy to understand.

4. Final Output
   - Compile everything into a complete student handbook in PDF format.
   - Include all course content and practice exercises.

Visual Style:
- Education-friendly, clear, and readable.
- Use a warm color palette.
- Code examples should be highlighted.
Result QoderWork CN generates the training materials in bulk:
  • Word skill: Creates a structured course outline document.
  • PowerPoint skill: Produces a series of slides with a consistent style.
  • Visualization tool: Generates infographics for key concepts.
  • PDF skill: Consolidates all materials into a complete handbook.
The output is a complete training package, including an outline, a 50-slide presentation, 8 infographics, and a PDF handbook.

Usage suggestions

  • Define a clear goal: Clearly describe your desired output format and specific requirements.
  • Use step-by-step instructions: For complex tasks, break down the task into clear, numbered steps.
  • Provide context: Mention key information such as file locations, data formats, and business background.
  • Specify the output format: Explicitly state the required file type (for example, .docx, .xlsx, .pdf).
  • Iterate and refine: Adjust your prompt based on the initial results to improve the output quality.