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Tencent SkillHub · Data Analysis

Watch My Money

Analyze bank transactions, categorize spending, track monthly budgets, detect overspending and anomalies. Outputs interactive HTML report.

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High Signal

Analyze bank transactions, categorize spending, track monthly budgets, detect overspending and anomalies. Outputs interactive HTML report.

⬇ 0 downloads ★ 0 stars Unverified but indexed

Install for OpenClaw

Quick setup
  1. Download the package from Yavira.
  2. Extract the archive and review SKILL.md first.
  3. Import or place the package into your OpenClaw setup.

Requirements

Target platform
OpenClaw
Install method
Manual import
Extraction
Extract archive
Prerequisites
OpenClaw
Primary doc
SKILL.md

Package facts

Download mode
Yavira redirect
Package format
ZIP package
Source platform
Tencent SkillHub
What's included
SKILL.md, references/common-merchants.md, references/budget-templates.md, assets/template.html

Validation

  • Use the Yavira download entry.
  • Review SKILL.md after the package is downloaded.
  • Confirm the extracted package contains the expected setup assets.

Install with your agent

Agent handoff

Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.

  1. Download the package from Yavira.
  2. Extract it into a folder your agent can access.
  3. Paste one of the prompts below and point your agent at the extracted folder.
New install

I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.

Upgrade existing

I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.

Trust & source

Release facts

Source
Tencent SkillHub
Verification
Indexed source record
Version
1.0.0

Documentation

ClawHub primary doc Primary doc: SKILL.md 12 sections Open source page

watch-my-money

Analyze transactions, categorize spending, track budgets, flag overspending.

1. Get Transactions

Ask user for bank/card CSV export OR pasted text. Common sources: Download CSV from your bank's online portal Export from budgeting apps Copy/paste transactions from statements Supported formats: Any CSV with date, description, amount columns Pasted text: "2026-01-03 Starbucks -5.40 CHF"

2. Parse & Normalize

Read input, normalize to standard format: Auto-detect delimiter (comma, semicolon, tab) Parse dates (YYYY-MM-DD, DD/MM/YYYY, MM/DD/YYYY) Normalize amounts (expenses negative, income positive) Extract merchant from description Detect recurring transactions (subscriptions)

3. Categorize Transactions

For each transaction, assign category: Categories: rent, utilities, subscriptions, groceries, eating_out transport, travel, shopping, health income, transfers, other Categorization order: Check saved merchant overrides Apply deterministic keyword rules (see common-merchants.md) Pattern matching (subscriptions, utilities) Heuristic fallback For ambiguous merchants (batch of 5-10), ask user to confirm. Save overrides for future runs.

4. Check Budgets

Compare spending against user-defined budgets. Alert thresholds: 80% - approaching limit (yellow) 100% - at limit (red) 120% - over budget (red, urgent) See budget-templates.md for suggested budgets.

5. Detect Anomalies

Flag unusual spending: Category spike: spend > 1.5x baseline AND delta > 50 Subscription growth: subscriptions up > 20% New expensive merchant: first appearance AND spend > 30 Potential subscriptions: recurring same-amount charges Baseline = previous 3 months average (or current month if no history).

6. Generate HTML Report

Create local HTML file with: Month summary (income, expenses, net) Category breakdown with budget status Top merchants Alerts section Recurring transactions detected Privacy toggle (blur amounts/merchants) Copy template.html and inject data.

7. Save State

Persist to ~/.watch_my_money/: state.json - budgets, merchant overrides, history reports/YYYY-MM.json - machine-readable monthly data reports/YYYY-MM.html - interactive report

CLI Commands

# Analyze CSV python -m watch_my_money analyze --csv path/to/file.csv --month 2026-01 # Analyze from stdin cat transactions.txt | python -m watch_my_money analyze --stdin --month 2026-01 --default-currency CHF # Compare months python -m watch_my_money compare --months 2026-01 2025-12 # Set budget python -m watch_my_money set-budget --category groceries --amount 500 --currency CHF # View budgets python -m watch_my_money budgets # Export month data python -m watch_my_money export --month 2026-01 --out summary.json # Reset all state python -m watch_my_money reset-state

Output Structure

Console shows: Month summary with income/expenses/net Category table with spend vs budget Recurring transactions detected Top 5 merchants Alerts as bullet points Files written: ~/.watch_my_money/state.json ~/.watch_my_money/reports/2026-01.json ~/.watch_my_money/reports/2026-01.html

HTML Report Features

Collapsible category sections Budget progress bars Recurring transaction list Month-over-month comparison Privacy toggle (blur sensitive data) Dark mode (respects system preference) Floating action button Screenshot-friendly layout Auto-hide empty sections

Privacy

All data stays local. No network calls. No external APIs. Transaction data is analyzed locally and stored only in ~/.watch_my_money/.

Category context

Data access, storage, extraction, analysis, reporting, and insight generation.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package
3 Docs1 Assets
  • SKILL.md Primary doc
  • references/budget-templates.md Docs
  • references/common-merchants.md Docs
  • assets/template.html Assets