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email-organizer/docs/user-stories/ai-generated-rules.md
2025-08-10 09:07:22 -07:00

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AI-Generated Rules User Stories & Acceptance Criteria

User Stories

Primary User Stories

1. AI Rule Generation

As a user creating a new folder
I want to generate email organization rules using AI
So that I don't have to manually create rules from scratch

Acceptance Criteria:

  • AI generation button appears in folder creation modal
  • Clicking button generates a relevant rule based on folder name and type
  • Generated rule appears in the rule text area
  • Rule quality score is displayed (0-100%)
  • User can accept, modify, or regenerate the rule

2. Multiple Rule Options

As a user
I want to see multiple AI-generated rule options
So that I can choose the best rule for my needs

Acceptance Criteria:

  • "Multiple Options" button generates 5 different rule suggestions
  • Rules are displayed in a selectable grid layout
  • Each rule shows quality score and key criteria
  • User can select one rule to use
  • Selected rule populates the rule text area

3. Rule Quality Assessment

As a user
I want to know the quality of AI-generated rules
So that I can make informed decisions about which rules to use

Acceptance Criteria:

  • Each generated rule has a quality score (0-100%)
  • Quality scores are color-coded (red/yellow/green)
  • Quality feedback explains why a rule scored high or low
  • Quality assessment considers specificity, action-orientation, and relevance

4. Error Handling & Fallbacks

As a user
I want clear error messages and fallback options when AI generation fails
So that I can still create folders even when AI service is unavailable

Acceptance Criteria:

  • Network errors show clear, user-friendly messages
  • Authentication errors provide specific guidance
  • Service errors offer retry options
  • Manual rule entry is always available as fallback
  • Default rule templates are suggested based on folder name

5. Rule Customization

As a user
I want to easily customize AI-generated rules
So that I can fine-tune rules to match my specific needs

Acceptance Criteria:

  • Generated rules can be edited directly in the text area
  • Rule validation works on customized rules
  • Users can regenerate rules while keeping the same context
  • Edit history is maintained for rule modifications

Secondary User Stories

8. Accessibility

As a user with disabilities
I want AI rule generation to be fully accessible
So that I can use the feature without barriers

Acceptance Criteria:

  • All AI controls are keyboard navigable
  • Screen readers announce AI generation status
  • Error messages are accessible
  • Color contrast meets WCAG standards

Technical Requirements

Backend Requirements

  • OpenAI-compatible API endpoint integration
  • Prompt engineering for rule generation
  • Rule quality assessment algorithm
  • Error handling and fallback mechanisms

Frontend Requirements

  • AI generation buttons in folder modal
  • Rule display components with quality indicators
  • Error handling UI with fallback options
  • Loading states and progress indicators
  • Responsive design for mobile devices

Integration Requirements

  • Integration with existing folder creation flow
  • Compatibility with current validation system
  • Database storage for generated rules
  • API endpoints for AI service communication

Non-Functional Requirements

Performance

  • Response time < 3 seconds for single rule generation
  • Response time < 5 seconds for multiple options
  • 99.9% uptime for AI service availability

Reliability

  • Graceful degradation when AI service is unavailable
  • Comprehensive error handling
  • Automatic retry mechanisms
  • Fallback to manual entry options

Usability

  • Intuitive user interface
  • Clear error messages
  • Helpful suggestions and guidance
  • Consistent with existing application design