Smart digest with weekly financial summary

[rohitdash08]

Generate weekly summaries highlighting trends and insights.

Acceptance Criteria

• Production ready implementation
• Includes tests
• Documentation updated

[rohitdash08]

/bounty $500

[algora-pbc]

💎 $500 bounty • Rohit Dash

Steps to solve:

1. Start working: Comment /attempt #121 with your implementation plan
2. Submit work: Create a pull request including /claim #121 in the PR body to claim the bounty
3. Receive payment: 100% of the bounty is received 2-5 days post-reward. Make sure you are eligible for payouts

❗ Important guidelines:

• To claim a bounty, you need to provide a short demo video of your changes in your pull request
• If anything is unclear, ask for clarification before starting as this will help avoid potential rework
• Low quality AI PRs will not receive review and will be closed
• Do not ask to be assigned unless you've contributed before

Thank you for contributing to rohitdash08/FinMind!

Attempt	Started (UTC)	Solution	Actions
🟢 @Tianlin0725	Mar 01, 2026, 01:51:17 PM	#280	Reward
🟢 @vantaq-labs	May 02, 2026, 12:36:56 PM	#960	Reward
🟢 @dherman-dev	May 03, 2026, 07:26:40 AM	#973	Reward
🟢 @yuliuyi717-ux	Mar 03, 2026, 07:30:35 PM	#301	Reward
🟢 @mengyuyuan	May 05, 2026, 08:24:28 AM	#976	Reward
🟢 @maoshuorz	Mar 06, 2026, 09:50:34 AM	#310	Reward
🟢 @michellehumes	Jun 06, 2026, 11:34:30 PM	#1183	Reward
🟢 @yanziwei	Jun 07, 2026, 06:27:55 PM	#1185	Reward
🟢 @Samfresh-ai	Mar 08, 2026, 02:03:10 AM	#327	Reward
🟢 @MCH-Strategies	Mar 08, 2026, 07:36:34 AM	#331	Reward
🟢 @CorradoZDeLuca	Mar 10, 2026, 05:38:32 PM	#359	Reward
🟢 @Iineman2	May 12, 2026, 08:36:02 AM	#990	Reward
🟢 @laolaoqi	May 12, 2026, 09:28:18 AM	WIP
🟢 @xinku1234	May 12, 2026, 10:11:54 AM	#993	Reward
🟢 @suebtwist	May 12, 2026, 03:53:32 PM	#996	Reward
🟢 @bcornish1797	Apr 12, 2026, 07:20:07 PM	#851	Reward
🟢 @Mohye24k	Apr 12, 2026, 09:50:33 PM	#852	Reward
🟢 @Drgonzoh	Mar 13, 2026, 07:08:17 AM	#385	Reward
🟢 @JustRampage	May 13, 2026, 12:34:40 PM	#1034	Reward
🟢 @partyplatter08-lab	May 13, 2026, 01:56:05 PM	#1038	Reward
🟢 @darshan-Jahagirdar	May 13, 2026, 01:47:15 PM	#1031	Reward
🟢 @Suraj-kumar00	Mar 13, 2026, 06:18:05 PM	#388	Reward
🟢 @borjamoskv	Apr 13, 2026, 07:26:25 PM	WIP
🟢 @daletyler1737	May 13, 2026, 09:10:03 PM	WIP
🟢 @TallowX92	Mar 14, 2026, 04:29:02 PM	#404	Reward
🟢 @Ig0tU	Mar 14, 2026, 08:50:53 PM	#408	Reward
🟢 @robotica4us-collab	Mar 14, 2026, 11:20:35 PM	#383	Reward
🟢 @lalalic	Mar 15, 2026, 12:48:13 AM	#417	Reward
🟢 @allornothingai	Mar 15, 2026, 10:20:22 AM	#428	Reward
🟢 @bhubadinn	Mar 15, 2026, 01:21:43 PM	#456	Reward
🟢 @qiridigital	Mar 16, 2026, 08:22:14 PM	#463	Reward
🟢 @peterxing	May 17, 2026, 09:45:26 PM	#1056	Reward
🟢 @wildcattrio	Mar 18, 2026, 10:31:22 PM	#504	Reward
🟢 @alexchenai	Mar 19, 2026, 11:48:01 AM	#522	Reward
🟢 @zhaog100	Mar 20, 2026, 03:47:44 AM	WIP
🟢 @George3307	Feb 20, 2026, 03:04:28 PM	#147	Reward
🟢 @ck3960250	Mar 21, 2026, 01:19:17 AM	WIP
🟢 @itsjustet-lab	May 21, 2026, 09:26:02 AM	#1062	Reward
🟢 @ryantryor	Feb 21, 2026, 05:47:26 PM	#160	Reward
🟢 @Islam0953	Mar 21, 2026, 06:29:06 PM	#599	Reward
🟢 @GPradaT	Mar 22, 2026, 03:15:16 PM	#607	Reward
🟢 @V1ki	Feb 22, 2026, 06:36:52 PM	#162	Reward
🟢 @jimes0813	May 24, 2026, 11:19:56 AM	#1075	Reward
🟢 @GoThundercats	Feb 24, 2026, 11:09:24 AM	#172	Reward
🟢 @a827681306	Feb 24, 2026, 04:15:12 PM	WIP
🟢 @DeekRoumy	Mar 24, 2026, 05:33:39 PM	#642	Reward
🟢 @chengyixu	Mar 26, 2026, 06:31:00 PM	#658	Reward
🟢 @Pearltechie	Apr 26, 2026, 11:16:26 PM	WIP
🟢 @ElromEvedElElyon	Mar 27, 2026, 02:33:33 AM	WIP
🟢 @rainlee	Mar 27, 2026, 03:39:44 AM	WIP
🟢 @1164148-7-eng	Mar 28, 2026, 03:23:26 AM	WIP
🟢 @gent33112-wq	Feb 28, 2026, 04:42:30 AM	#258	Reward
🟢 @sungdark	Mar 29, 2026, 11:20:04 AM	#684	Reward
🟢 @Jorel97	May 30, 2026, 01:59:47 AM	#1122	Reward
🟢 @bbb-build	Apr 30, 2026, 10:21:02 PM	#950	Reward

[George3307]

/attempt #121

Implementation Plan

Backend:

• GET /digest/weekly?week=YYYY-WNN endpoint
• Service layer: aggregates expenses by category, computes week-over-week changes
• Identifies top spending category, biggest increase/decrease
• Returns: total_spent, category_breakdown, week_over_week_change, trends[], insights[]

Frontend:

• New Digest page with card-based UI
• Category breakdown with progress bars and WoW change badges
• Week navigation (prev/next)
• Trends and insights sections

Tests: 6 test cases (empty, populated, WoW, auth, validation, default week)

Docs: README updated with endpoint and UI description

[George3307]

Hi @rohitdash08 👋 Just wanted to follow up — PR #147 is ready for review with all 19 tests passing (including 6 new digest tests, zero regressions). Happy to make any adjustments if needed!

Also reaching out on Discord as mentioned in the bounty rules.

[ryantryor]

/attempt #121

Implementation Complete

I've implemented the smart weekly financial digest feature:

Features:

• Weekly spending summary with category breakdown
• Week-over-week comparison with trend analysis
• Daily spending patterns
• Upcoming bills alert
• Auto-generated insights based on spending behavior

PR: #160

/claim #121