name: Documentation
description: Improvements or additions to documentation
title: "[DOC] "
labels: ["documentation"]
assignees:
  - ${{github.actor}}
body:
  - type: markdown
    attributes:
      value: |
        Use this template for documentation-related tasks for your thesis project.
        
  - type: dropdown
    id: doc_type
    attributes:
      label: Documentation Type
      description: What type of documentation is this issue about?
      options:
        - Thesis Chapter/Section
        - Code Documentation
        - Experiment Documentation
        - README/Project Documentation
        - Literature Review
        - Methodology Description
        - Results Analysis
        - API Reference
    validations:
      required: true
      
  - type: textarea
    id: description
    attributes:
      label: Description
      description: Describe what needs to be documented
      placeholder: Need to document the data preprocessing pipeline including all transformation steps and rationale
    validations:
      required: true
      
  - type: textarea
    id: current_state
    attributes:
      label: Current State
      description: What's the current state of the documentation (if any)?
      placeholder: Currently there are some comments in the code but no comprehensive documentation of the preprocessing steps
    validations:
      required: false
      
  - type: textarea
    id: proposed_changes
    attributes:
      label: Proposed Changes
      description: What specific documentation changes do you want to make?
      placeholder: |
        1. Create a dedicated markdown file describing each preprocessing step
        2. Add docstrings to all preprocessing functions
        3. Create a diagram showing the data flow
        4. Document parameter choices and their justification
    validations:
      required: true
      
  - type: input
    id: location
    attributes:
      label: Documentation Location
      description: Where will this documentation be stored?
      placeholder: docs/data_preprocessing.md or src/preprocessing/README.md
    validations:
      required: true
      
  - type: dropdown
    id: priority
    attributes:
      label: Priority
      description: How important is this documentation?
      options:
        - Critical (required for thesis)
        - High (important for understanding)
        - Medium (helpful but not urgent)
        - Low (nice to have)
    validations:
      required: true
      
  - type: dropdown
    id: audience
    attributes:
      label: Target Audience
      description: Who is the primary audience for this documentation?
      options:
        - Thesis Committee/Reviewers
        - Future Self
        - Other Researchers
        - Technical Readers
        - Non-technical Readers
        - Multiple Audiences
    validations:
      required: true
      
  - type: textarea
    id: references
    attributes:
      label: References
      description: Any papers, documentation or other materials related to this documentation task
      placeholder: |
        - Smith et al. (2022). "Best practices in machine learning documentation"
        - Code in src/preprocessing/normalize.py
    validations:
      required: false
      
  - type: textarea
    id: notes
    attributes:
      label: Additional Notes
      description: Any other relevant information
      placeholder: This documentation will be referenced in Chapter 3 of the thesis
    validations:
      required: false