| name | thai-expense-summary |
| description | Summarize business expenses, cost notes, or rough spending data into a clear Thai expense summary. Use when the user wants a quick understanding of spending categories, notable changes, possible issues, and management-ready observations from finance data. |
Thai Expense Summary
Turn rough expense data into a readable Thai summary.
Output requirements
- Write in Thai
- Keep the summary simple and management-friendly
- Separate observed facts from interpretation
- Highlight unusually high or unclear spending when visible
- Do not invent missing figures
Working method
- Identify the period and dataset scope
- Group expenses into meaningful categories
- Highlight major categories or changes
- Note anomalies or unclear items
- Summarize key takeaways
Default output structure
- period summary
- major expense categories
- notable observations
- items to review
- suggested next step
References
See references/examples.md for examples and prompt pattern.