AI Transaction Classifier

Classify bank movements into chart of accounts using predefined rules and corrections.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/mariasebarespersona/Tum-AI --skill ai-transaction-classifier
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: AI Transaction Classifier
Source: https://github.com/mariasebarespersona/Tum-AI/tree/main/packages/automations/docs/ai-transaction-classifier
Command: npx skills add https://github.com/mariasebarespersona/Tum-AI --skill ai-transaction-classifier

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Bank transaction classification is manual and error-prone; this skill automates mapping movements to the correct accounting accounts.

Core Features & Use Cases

  • Automated classification of deposits and withdrawals into income and expense accounts based on a defined chart of accounts.
  • Learning from user corrections to improve accuracy over time and reduce manual reviews.
  • Use cases include daily transaction feeds, financial reconciliation, and period-end closing with consistent account mappings.

Quick Start

Provide a sample list of bank movements and ask the agent to return the corresponding chart of accounts assignments.

Frequently Asked Questions about AI Transaction Classifier

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate bank transaction classification for accounting workflows?

Automated bank transaction classification maps deposits and withdrawals to the correct chart of accounts using predefined rules and user corrections. It processes daily transaction streams by analyzing descriptions, amounts, and counterparties to assign accurate account mappings.

Can AI learn from my corrections to improve transaction classification accuracy?

Yes, the transaction classification mechanism learns from user corrections to improve accuracy over time. By updating the corrections table with modified account assignments, subsequent automated classifications reduce manual reviews and maintain consistent mappings.

Do I need an OpenAI model to classify bank movements into a chart of accounts?

Yes, classifying bank movements requires an OpenAI model such as GPT-4o. You also need a defined chart of accounts and a corrections table to map transaction descriptions, amounts, and counterparties to the correct income and expense accounts.

What is the best way to handle financial reconciliation for daily transaction feeds?

The best way to handle financial reconciliation for daily transaction feeds is automating the mapping of bank movements to predefined accounting accounts. This ensures consistent account assignments across deposits and withdrawals while allowing user corrections to refine accuracy.

How do I start classifying a list of bank movements into income and expense accounts?

To start classifying bank movements, provide a sample list of transactions and request the corresponding chart of accounts assignments. Ensure your chart of accounts and corrections table are defined so the AI can map descriptions, amounts, and counterparties accurately.