{"uid":"cap_gwmmB0Qr1tnasbaODCTWJ","slug":"proposal-preparation-record-quality-audit-string-normalisation-5542e900","name":"Proposal Preparation — Record Quality Audit + String Normalisation + Numeric Row Ordering","description":"Proposal preparation — Record quality audit + String normalisation + Numeric row ordering: Record quality audit + String normalisation + Numeric row ordering for supplied proposal preparation records (completed_sections, planned_sections). 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-writing-08-196?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","document_group","date","completed_sections","planned_sections"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"document_group":{"type":"string","default":"","maxLength":80},"planned_sections":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"completed_sections":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","document_group":"group-a","planned_sections":1,"completed_sections":10},{"date":"2026-10-02","row_id":"row-2","document_group":"group-b","planned_sections":2,"completed_sections":20},{"date":"2026-10-03","row_id":"row-3","document_group":"group-a","planned_sections":3,"completed_sections":15},{"date":"2026-10-04","row_id":"row-4","document_group":"group-b","planned_sections":4,"completed_sections":30}],"maxItems":200,"minItems":1},"field":{"enum":["completed_sections","planned_sections"],"type":"string","default":"completed_sections"}}},"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_gMjU6EFIdjUqy0-nXXLeJ","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 orders rows numerically for proposal preparation records containing completed_sections and planned_sections fields.","exampleAgentPrompt":"Can you run a record quality audit, string normalisation, and numeric row ordering on my proposal preparation data — I have rows with completed_sections and planned_sections fields across document groups like 'group-a' and 'group-b', dated from 2026-10-01 to 2026-10-04, and I want the analysis on the completed_sections field?","exampleUseCases":[{"title":"Pre-submission proposal data QA","prompt":"Before I submit this proposal, can you audit the quality of my proposal records and normalise the document_group strings? I have about 50 rows each with a date, row_id, document_group, and both completed_sections and planned_sections counts — run the three reports on the completed_sections field."},{"title":"Tracking section completion progress","prompt":"I have 120 rows of proposal preparation data tracking planned and completed sections across multiple document groups from 2026-09-01 onwards — can you order them numerically by completed_sections and audit the record quality so I can see where data is missing or malformed?"},{"title":"Normalising messy document group labels","prompt":"My proposal dataset has inconsistent capitalisation and spacing in the document_group column across 80 rows — can you run the string normalisation report along with the quality audit and numeric ordering on the planned_sections field so I get clean, comparable data?"}],"resultDescription":"Three independent analytical reports for the supplied proposal preparation dataset (up to 200 rows): (1) a record quality audit identifying missing, invalid, or inconsistent values; (2) a string normalisation report standardising text fields like document_group; and (3) a numeric row ordering report sorting records by the selected numeric field (completed_sections or planned_sections).","failureModes":["Fewer than 1 or more than 200 rows submitted — request rejected","Invalid date format (not YYYY-MM-DD) causes row-level validation failure","row_id missing or empty — required field error","completed_sections or planned_sections values outside allowed numeric range","Invalid field enum value supplied (must be 'completed_sections' or 'planned_sections')","Malformed JSON body causes request rejection"],"whenToPreferThis":"Choose this endpoint when you need three bundled local analytical operations — quality audit, string normalisation, and numeric ordering — on proposal preparation records in a single low-cost call. Ideal when you do not need live data lookup, prediction, or external enrichment, and your dataset is under 200 rows. The flat $0.01 USDC fee for all three reports makes it cost-efficient for batch QA workflows on proposal section data.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-23T12:49:53.943Z","isFirstParty":false,"canonicalSlug":"proposal-preparation-record-quality-audit-string-normalisation-5542e900"}