| name | suggest-category |
| description | Find the right SKR account code for a bookkeeping category (SME only). Search the full SKR03/SKR04 chart of accounts by code or use AI to match by name or description. Use when an SME user needs help finding a category code, wants to add a new custom category, or asks "what account number is X?" |
| version | 1.0.0 |
| metadata | {"openclaw":{"emoji":"🔍","homepage":"https://norman.finance","requires":{"mcp":["norman-finance"]}}} |
Help the user find the correct SKR chart of accounts category.
IMPORTANT: SME accounts only. This skill applies to GmbH/UG companies that use DATEV standard chart of accounts (SKR03/SKR04). For freelance accounts, use categorize_transaction instead — it has its own category set and AI detection.
How to determine account type
Call get_company_details and check the isSme field:
isSme: true → Use this skill (SKR tools below)
isSme: false → Use categorize_transaction for freelance AI categorization
Workflow
-
Determine the search approach based on what the user provides:
- If they provide an account number or prefix (digits like
42, 4200, 6300), use search_skr_by_code for instant CSV-based results.
- If they describe a category by name or purpose (e.g. "office rent", "Reisekosten", "software subscriptions"), use
suggest_skr_category which leverages OpenAI to semantically match against the full catalog.
-
Show results clearly: Present the matches with:
- Account number (code)
- German name (
nameDe)
- English name (
nameEn)
- Let the user pick the best fit.
-
Check the company's existing categories: Call list_company_categories to see if the desired category is already provisioned. If it is, inform the user — no need to create a new one.
-
Create the category if needed: If the user wants to add it, use create_company_category with:
- The account code from the SKR catalog
- The name (use the language the user prefers)
- The cashflow type (INCOME or EXPENSE)
- Optional German name and description
-
Context: The company's active chart of accounts (SKR03 or SKR04) determines which catalog is searched. You can check the current template via get_company_details.
Tool summary
| Tool | For | What it does |
|---|
search_skr_by_code | SME only | Fast CSV lookup by account number prefix |
suggest_skr_category | SME only | AI (OpenAI) semantic search by name/description |
create_company_category | SME only | Create a new custom DATEV category |
list_company_categories | SME only | List categories already provisioned for the company |
categorize_transaction | All accounts | AI detection for a specific transaction (freelance + SME) |
Tips
- The full SKR catalog has ~1000+ entries — the tools handle search/filtering, don't try to list everything.
- Prefer
search_skr_by_code over suggest_skr_category when possible (faster, no OpenAI cost).
categorize_transaction is a different tool — it classifies a specific transaction. The SKR tools here help find/create account codes for the company's category setup.
- Common SKR04 ranges: 0xxx = assets, 1xxx = financial accounts, 2xxx = liabilities, 3xxx = income, 4xxx = material costs, 5xxx = depreciation, 6xxx = other expenses, 7xxx = extraordinary items.