feat: smart weekly financial digest with trends and insights#902
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QuinnClaw wants to merge 1 commit intorohitdash08:mainfrom
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feat: smart weekly financial digest with trends and insights#902QuinnClaw wants to merge 1 commit intorohitdash08:mainfrom
QuinnClaw wants to merge 1 commit intorohitdash08:mainfrom
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…sh08#121) - Add digest service with comprehensive weekly summary generation - Week-over-week income and spending comparison with trend detection - Top 5 spending categories with share percentages - Daily spending/income breakdown for the full week - Upcoming bills for next 7 days - Smart automated insights: - Spending trend warnings (>15% increase) - Savings celebrations (>15% decrease) - Biggest spending day identification - Net positive/negative week alerts - Upcoming bill reminders with manual payment count - Category dominance detection (>50%) - Email delivery support via existing SMTP infrastructure - API endpoints: GET /digest/weekly + POST /digest/weekly/send - Full test suite covering empty state, data aggregation, custom dates, invalid input, insights generation, and week comparison - README documentation Closes rohitdash08#121
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Closes #121
Smart Weekly Financial Digest
Generates comprehensive weekly summaries with trends, insights, and actionable recommendations.
What's included:
Digest Service (
app/services/digest.py):generate_weekly_digest(user_id, end_date)— full digest generationsend_weekly_digest_email(user_id)— generate + email via SMTPSummary metrics:
Week-over-week comparison:
Top 5 spending categories with amounts, transaction counts, and share percentages
Daily breakdown — per-day spending and income for the full 7-day period
Upcoming bills — bills due in the next 7 days with autopay status
Smart insights engine — automated observations:
API endpoints:
GET /digest/weekly— get digest (optional?end_date=YYYY-MM-DD)POST /digest/weekly/send— generate and emailTests: 7 test cases covering empty state, data aggregation, custom dates, invalid input, insights, week comparison, and email sending.
Documentation: README updated with full API reference.