{"uid":"cap_j58RzHqGvUw8cQUL_A3Ao","slug":"savings-ledger-record-quality-audit-grouped-numeric-summary-64baa6de","name":"Savings Ledger — Record Quality Audit + Grouped Numeric Summary","description":"Savings ledger — Record quality audit + Grouped numeric summary: Record quality audit + Grouped numeric summary for supplied savings ledger records (deposit_amount, withdrawal_amount). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-finance-23-005?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","instrument_group","date","deposit_amount","withdrawal_amount"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"deposit_amount":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"instrument_group":{"type":"string","default":"","maxLength":80},"withdrawal_amount":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","deposit_amount":10,"instrument_group":"group-a","withdrawal_amount":1},{"date":"2026-10-02","row_id":"row-2","deposit_amount":20,"instrument_group":"group-b","withdrawal_amount":2},{"date":"2026-10-03","row_id":"row-3","deposit_amount":15,"instrument_group":"group-a","withdrawal_amount":3},{"date":"2026-10-04","row_id":"row-4","deposit_amount":30,"instrument_group":"group-b","withdrawal_amount":4}],"maxItems":200,"minItems":1},"field":{"enum":["deposit_amount","withdrawal_amount"],"type":"string","default":"deposit_amount"}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_jPpjThMIZyfoax7KfFJvt","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Audits data quality and produces grouped numeric summaries for savings ledger records containing deposit and withdrawal amounts (up to 200 rows, 2 reports per call).","exampleAgentPrompt":"Can you run a record quality audit and grouped numeric summary on my savings ledger data? I have rows with instrument groups like 'group-a' and 'group-b', dates, deposit amounts, and withdrawal amounts — I want to audit the deposit_amount field.","exampleUseCases":[{"title":"Pre-import savings data validation","prompt":"Before I load these savings ledger records into our system, can you check them for data quality issues and give me a grouped summary of deposit amounts by instrument group? I have about 50 rows with dates, row IDs, instrument groups, and deposit and withdrawal amounts."},{"title":"Monthly savings report by account group","prompt":"I've got this month's savings ledger — around 120 rows — and I need a grouped numeric summary of withdrawal_amount broken down by instrument group, plus a quality audit to catch any bad records before I send it to the finance team."},{"title":"Spotting data issues in a new ledger file","prompt":"We just received a savings ledger file with 80 rows and I'm worried some records might have nulls or out-of-range values in the deposit_amount field. Can you run a quality audit and also give me a grouped summary so I can see totals by instrument group?"}],"resultDescription":"Returns two reports: (1) a record quality audit identifying issues such as missing values, nulls, or malformed fields across the supplied rows, and (2) a grouped numeric summary aggregating the selected field (deposit_amount or withdrawal_amount) by instrument_group, with statistics like totals, counts, and averages per group. No external data is fetched; all analysis is performed on the supplied rows only.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, instrument_group, date, deposit_amount, withdrawal_amount) in one or more rows — validation error","Invalid date format (not YYYY-MM-DD) — schema validation failure","Payment not processed — endpoint returns 402","Empty rows array — minimum 1 item required"],"whenToPreferThis":"Use this endpoint when you need both a data quality check and a grouped numeric summary for savings ledger data (deposits and withdrawals) in a single call, without any need for external lookups, predictions, or live data. It is cost-effective at $0.01 for two reports on up to 200 rows. Prefer this over generic analytics tools when your data is specifically structured as savings ledger records with instrument groups, dates, and monetary amounts.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T12:32:06.624Z","isFirstParty":false,"canonicalSlug":"savings-ledger-record-quality-audit-grouped-numeric-summary-64baa6de"}