Task 3: Shopping List AI - Remember Common Items and Disambiguate #59
Description
Priority: P1 - High
Estimate: 6 days
Dependencies: #57
Product Acceptance Criteria (Customer Value)
User Story: As a chef, I want the app to remember commonly added items and offer clarification when there are ambiguous matches, so that I can quickly add the right products using speech.
Acceptance Scenarios:
- Save New Items:
Given a new item added by speech,
When the item does not exist in the database,
Then the system saves it as a common item for future use. - Disambiguation Dialogue:
Given multiple matches for an item name,
When I add an item by speech,
Then the system asks for clarification (e.g., "whole milk or skim milk?") and confirms my choice verbally and visually.
Technical Implementation Checklist (Developer Tasks)
Description:
Enhance shopping list AI to remember new/common items and prompt users for clarification when item names are ambiguous.
Technical Acceptance Criteria:
- Database logic to store new/common items
- Speech-to-text with clarification prompts
- Verbal and on-screen confirmation of selections
- Error and edge-case handling
- Security: restrict item management to authorized users
- Full test coverage
Phase: 3 - Shopping List AI Improvements (6d)
Epic: Shopping List AI
Definition of Done:
- Product acceptance scenarios validated
- All technical acceptance criteria completed
- Unit tests written and passing
- Integration tests written and passing
- Code reviewed and approved
- Documentation updated
- Deployed to staging and tested
- Performance benchmarks met
- Security review completed
Additional Notes:
Our mission: create a set of features to help chefs stay in the kitchen and not have to go to a computer to do their job.
This will be designed MOBILE FIRST! Two apps: chef mobile interface and CostFX manager laptop interface.