Household budgeting app with AI assistant: zero-based envelopes, accounts, transactions, reports.
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Scored across 29 tools
Most tools are clearly separated by resource type and action, especially the list_* and get_* families. A few pairs could be confused without careful reading, such as generate_report vs export_report, search vs list_transactions, and search_receipt_items vs summarize_receipt_items.
The dominant patterns are consistent and predictable: list_* for collections, get_* for single resources, and generate_*/search_*/summarize_* for derived outputs. A few noun-phrase names like payee_category_hints and receipt_item_price_history break the verb-first pattern.
Twenty-nine tools exceeds the 25-tool threshold and feels heavy for a surface that is largely read/analytics oriented. Many list variants could be consolidated without losing clarity.
The read/analytics side is broad, but the set has significant dead ends: descriptions reference update_transaction, apply_rule, undo_change/redo_change, accept_recurrence_suggestion, and category creation/budgeting tools that are not exposed. This means core action workflows like categorising or acting on suggestions cannot be completed.
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Personal finance assistant: track accounts, expenses, cash flow forecasts, and subscriptions.
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