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Define OpenSpec change for monthly expense tracker v1

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Vijayakanth Manoharan
2026-03-23 12:10:18 -04:00
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openspec/changes/monthly-expense-tracker-v1/specs/monthly-insights/spec.md Normal file
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## ADDED Requirements
### Requirement: User can generate monthly AI insights on demand
The system SHALL allow the user to manually generate AI insights for any month with existing or sparse data by sending structured monthly context to the configured `OpenAI` provider.
#### Scenario: Insights are generated for a month with data
- **WHEN** the user requests insight generation for a month with recorded activity
- **THEN** the system sends monthly aggregates plus transaction samples to the AI service and returns a rendered narrative summary with structured supporting totals
#### Scenario: Prior month insights can be generated
- **WHEN** the user requests insight generation for a previous month that has recorded data
- **THEN** the system generates and stores insight output for that requested month
### Requirement: Insight generation is read-only and safe for sparse months
The system SHALL keep AI insight generation read-only and return a safe fallback summary when a month does not have enough data for meaningful guidance.
#### Scenario: Sparse month returns fallback insight
- **WHEN** the user requests insight generation for a month with empty or near-empty data
- **THEN** the system returns a fallback message instead of low-confidence advice
#### Scenario: AI does not mutate financial records
- **WHEN** the system generates or stores monthly insights
- **THEN** no expense or paycheck records are created, updated, or deleted as part of that request