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Best Practices

Use Cases

With QoderWork, you can easily handle tasks like file management, data processing and analysis, and content creation. Feel free to copy these prompts to try them out, or tailor them to suit your own needs.

Simple Tasks

Single-tool applications for common daily tasks.

File Organization

What it does Automatically categorizes and organizes project files into a structured directory hierarchy based on file types. Example prompt 
Please organize all files in the current directory:
1. Move all images to assets/images/
2. Move all documents (.md, .txt, .pdf) to docs/
3. Move all config files (.json, .yaml, .toml) to config/
4. Organize code files by language under src/ subdirectories
5. Generate a summary report showing what was moved
What happens QoderWork analyzes file types, creates the necessary folder structure, relocates files accordingly, and produces a detailed log with file counts and a directory tree visualization.

Photo Library Management

What it does Automatically sorts local photos by date, location, or theme, with support for batch renaming and metadata extraction. Example prompt 
Please organize photos in ~/Pictures/2024:
1. Extract EXIF data (date taken, location) from each photo
2. Create folder structure using "YYYY-MM" format
3. Move photos into folders based on capture date
4. Rename each photo to: date_sequence.jpg format
5. Generate a CSV file logging original filename, capture date, and file size
What happens The system extracts photo metadata, builds a time-based folder hierarchy (e.g., 2024-01/, 2024-02/), renames files in bulk, and creates a comprehensive inventory spreadsheet for easy searching and reference.

Data Analysis

What it does Analyzes data file structure, generates statistical reports, and creates visualization charts supporting multiple data formats. Example prompt 
Please analyze the sales_data.csv file:
1. Load and display basic information (row count, columns, data types)
2. Calculate total sales and average price per product category
3. Identify the top 10 products by revenue
4. Track monthly sales trends
5. Generate an HTML visualization report with bar charts and line graphs
What happens QoderWork processes the data using Python analytics tools, then produces an HTML report containing statistical tables and interactive charts that you can view directly in your browser.

Document Creation

What it does Composes business documents, creates presentations, and processes spreadsheet data, outputting professional-grade files. Example prompt 
Please create a product feature specification document:
1. Format: Word (.docx)
2. Content includes:
   - Product overview (200 words)
   - Core feature list (minimum 5 items with descriptions)
   - Usage workflow diagram
   - Technical architecture overview
3. Add table of contents, headers/footers, and page numbers
4. Apply professional formatting styles
What happens The system generates a well-structured, professionally formatted Word document with navigational TOC, consistent typography, and appropriate spacing—ready for business use.

Research Synthesis

What it does Aggregates information from multiple sources, extracts key insights, and produces structured research reports. Example prompt 
Please research "Recent advances in large language models for code generation":
1. Search for relevant academic papers and technical blogs from 2024-2025
2. Compare performance of mainstream models (GPT-4, Claude, Gemini, etc.) on code generation tasks
3. Summarize current technical trends and challenges
4. Generate a Markdown research report including:
   - Executive summary
   - Technical comparison table
   - Trend analysis
   - References list
What happens QoderWork invokes web search tools to gather current information, cross-validates data from multiple sources, and creates a research report with data tables, trend summaries, and complete citations.
Need inspiration for more complex tasks? Browse User Stories for end-to-end examples like competitive analysis, academic research, and training course creation.

Best Practices

  1. Define clear objectives: Specify expected output formats and detailed requirements
  2. Break down complex tasks: Decompose workflows into clear, sequential steps
  3. Provide context: Include file locations, data formats, and relevant business background
  4. Specify output formats: Clearly state required file types (.docx, .xlsx, .pdf, etc.)
  5. Iterate and refine: Adjust prompts based on initial results to progressively improve output quality

Next Steps

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