{"uid":"cap_Z16ElWadzOk652QFSWYIn","slug":"savings-ledger-record-quality-audit-string-normalisation-numeric-9ceebfba","name":"Savings Ledger — Record Quality Audit + String Normalisation + Numeric Interval Filter","description":"Savings ledger — Record quality audit + String normalisation + Numeric interval filter: Record quality audit + String normalisation + Numeric interval filter for supplied savings ledger records (deposit_amount, withdrawal_amount). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-finance-23-197?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"},"maximum":{"type":"number","default":100,"maximum":1000000000000,"minimum":-1000000000000},"minimum":{"type":"number","default":0,"maximum":1000000000000,"minimum":-1000000000000}}},"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_tYKpMqqZcKAjTPNk2k6Rt","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, normalises strings, and filters by numeric interval for savings ledger records with deposit and withdrawal amounts — up to 200 rows, 3 reports in one call.","exampleAgentPrompt":"Can you run a quality audit, string normalisation, and numeric interval filter on these savings ledger rows — filter by deposit_amount between 5 and 50 — here are the records: row-1 2026-10-01 group-a deposit 10 withdrawal 1, row-2 2026-10-02 group-b deposit 20 withdrawal 2?","exampleUseCases":[{"title":"Pre-import savings data validation","prompt":"I've got 150 rows of savings ledger data with deposit_amount and withdrawal_amount columns. Can you audit the record quality, normalise the instrument_group strings, and filter to only show rows where deposit_amount is between 0 and 500?"},{"title":"Detecting bad withdrawal records","prompt":"Run a quality audit and numeric interval filter on my savings ledger — I want to flag any withdrawal_amount entries that fall outside the range of 0 to 10000, and also clean up any messy string values in the instrument_group field. Here are the 80 rows."},{"title":"Monthly savings reconciliation check","prompt":"Before I finalise my monthly savings report, can you check these 200 ledger rows for data quality issues, normalise the instrument group labels, and filter the deposit_amount field to only rows between 100 and 5000?"}],"resultDescription":"Returns three independent analytical reports for the supplied savings ledger rows: (1) a record quality audit flagging missing, null, or malformed values; (2) a string normalisation report for the instrument_group and other string fields; and (3) a numeric interval filter report listing rows where the chosen field (deposit_amount or withdrawal_amount) falls within the specified minimum–maximum range.","failureModes":["Exceeding 200 rows returns a validation error","Missing required fields (row_id, date, deposit_amount, withdrawal_amount) causes row-level rejection","Invalid date format (not YYYY-MM-DD) triggers a pattern validation failure","Minimum greater than maximum causes an interval configuration error","Empty rows array returns a schema validation error"],"whenToPreferThis":"Choose this endpoint when you need to validate and clean savings ledger data locally — no external lookups or live data required. It is ideal when you need all three analytical operations (quality audit, string normalisation, numeric interval filter) in a single low-cost call on up to 200 rows of deposit/withdrawal records. Prefer it over general-purpose data tools when working specifically with savings ledger schemas (deposit_amount, withdrawal_amount, instrument_group).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T12:32:26.676Z","isFirstParty":false,"canonicalSlug":"savings-ledger-record-quality-audit-string-normalisation-numeric-9ceebfba"}