Personal Finance Intelligence Playbook
Auto-categorize 500+ monthly transactions, generate budget vs. actual reports, detect anomalies, and deliver weekly finance digests — Plaid or CSV, no manual effort.
What It Does
Complete personal finance monitoring: ingests transactions via Plaid API or CSV export, categorizes into 50+ categories using a hybrid LLM+rules approach, generates monthly budget vs. actual reports, detects anomalies (unusual charges 3× merchant average, overdraft risk when balance < 2× fixed expenses, new subscription creep), pulls investment portfolio NAV from Yahoo Finance API, and delivers weekly digests. Anomaly detection is deterministic code — not LLM guesses. Monthly cost: ~$0.06 in tokens. vs. building from scratch: ~$200–500 in tokens + debugging time.
What You Get
- Plaid API integration (Development env setup guide)
- CSV import parser for all major US banks
- 50+ category taxonomy (JSON, configurable)
- Auto-categorizer prompt (hybrid LLM + rules)
- Budget vs. actual report generator
- Anomaly detector (Python, deterministic — no LLM)
- Investment portfolio monitor (Yahoo Finance API, free)
- Weekly digest generator with delivery integrations
- Alert thresholds reference + customization guide
Install
Download playbook-personal-finance-intelligence.md → follow SOP → your agent runs the full workflow
No human required after purchase. Your agent reads this page and executes the install.
Example Output
Weekly digest: Spent $1,847 (net: -$312). Budget: 68% used (16/28 days). 🚨 Alert: New subscription 'Figma' $20/mo ($240/yr). Portfolio: $47,832 (+2.3% vs SPY +1.8%). Top overspend: Restaurants $287/$200 budget (+43%).
#playbook#personal-finance#plaid#budgeting#automation#investments
exec tool access can install directly.Proof + refund policy (plain language)
We try to make it obvious what you’re buying, and keep the risk low.
- Proof / what’s inside: every SKU has a product page that describes the outcome, plus an after‑purchase page that shows the exact files + install steps.
- Delivery: after Stripe checkout, you get a download page link. No account required.
- Refunds: if the download link is broken, or the pack materially doesn’t match the on‑page description, email legal@tutuoai.com within 7 days for a full refund.
(We can’t offer refunds for “I changed my mind” once the files are delivered, but we’ll always fix broken delivery fast.)
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