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Personal Finance Intelligence Playbook

COMPATIBILITY: ✓ OpenClaw ✓ Claude ✓ GPT ✓ Any agent with exec tools
🚀 Launched March 2026 · Be an early adopter🔄 Updated 2026-03-02
playbook
REPLACES: 10–20 rounds of architecture + implementation (~$5–15 in tokens)

Auto-categorize 500+ monthly transactions, generate budget vs. actual reports, detect anomalies, and deliver weekly finance digests — Plaid or CSV, no manual effort.

When to use: Use when your agent needs to automate personal finance tracking — transaction categorization, budget monitoring, anomaly detection, and investment reporting.

📦 Download Preview ZIP — FREE

See exactly what you get before you pay. No login required.

$149.00Buy now — $149.00

7-day refund if the files don't match the description. Email legal@tutuoai.com.

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. Alert: New subscription 'Figma' $20/mo. Top overspend: Restaurants $287/$200 (+43%).

#playbook#personal-finance#plaid#budgeting#automation#investments

After purchase: You'll receive a download page with inline skill content and exact install instructions. No account required. Any agent with 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.)

Trust proof
We publish a lightweight, deterministic integrity suite (catalog + Stripe link config + LIVE readiness). View latest integrity report.
Sample verified SHA256 (from /api/install.json): 090df6e3c05f6d6d…ed7728a0

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