{"uid":"cap_L_ZNwE6oLMFrsw0ohLL6N","slug":"specification-traceability-record-quality-audit-string-normalisation-90b07aa8","name":"Specification Traceability — Record Quality Audit + String Normalisation + Equal-Width Histogram","description":"Specification traceability — Record quality audit + String normalisation + Equal-width histogram: Record quality audit + String normalisation + Equal-width histogram for supplied specification traceability records (mapped_requirements, total_requirements). 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-21-202?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"bins":{"type":"integer","default":5,"maximum":30,"minimum":1},"rows":{"type":"array","items":{"type":"object","required":["row_id","document_group","date","mapped_requirements","total_requirements"],"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},"total_requirements":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"mapped_requirements":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","document_group":"group-a","total_requirements":1,"mapped_requirements":10},{"date":"2026-10-02","row_id":"row-2","document_group":"group-b","total_requirements":2,"mapped_requirements":20},{"date":"2026-10-03","row_id":"row-3","document_group":"group-a","total_requirements":3,"mapped_requirements":15},{"date":"2026-10-04","row_id":"row-4","document_group":"group-b","total_requirements":4,"mapped_requirements":30}],"maxItems":200,"minItems":1},"field":{"enum":["mapped_requirements","total_requirements"],"type":"string","default":"mapped_requirements"}}},"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_hvsr6QeVXRu_3Phso22rn","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":"Runs three local analytical reports on specification traceability data: a record quality audit, string normalisation, and an equal-width histogram for a chosen numeric field.","exampleAgentPrompt":"Run a record quality audit, string normalisation, and a 10-bin equal-width histogram on my specification traceability data — the field I want histogrammed is mapped_requirements — here are the rows: [{\"row_id\":\"req-1\",\"document_group\":\"sys-spec\",\"date\":\"2025-03-01\",\"mapped_requirements\":45,\"total_requirements\":60},{\"row_id\":\"req-2\",\"document_group\":\"sw-spec\",\"date\":\"2025-03-02\",\"mapped_requirements\":30,\"total_requirements\":50}].","exampleUseCases":[{"title":"Requirements coverage completeness check","prompt":"I have 80 rows of specification traceability records with document groups and dates — can you run a record quality audit and string normalisation on them, and give me a 5-bin histogram of the mapped_requirements field so I can see the coverage distribution?"},{"title":"Histogram of total requirements by bin","prompt":"Take my spec traceability dataset (up to 150 rows, fields: row_id, document_group, date, mapped_requirements, total_requirements) and produce a 20-bin equal-width histogram on total_requirements along with a quality audit and string normalisation report."},{"title":"Data quality gate before traceability review","prompt":"Before our traceability review meeting, can you audit these 50 specification records for data quality issues, normalise the string fields, and give me a histogram with 8 bins on mapped_requirements so I can spot any outliers?"}],"resultDescription":"Returns three independent analytical reports for the supplied specification traceability rows: (1) a record quality audit flagging completeness and validity issues, (2) a string normalisation report cleaning text fields like document_group, and (3) an equal-width histogram of the chosen numeric field (mapped_requirements or total_requirements) divided into the specified number of bins. All computation is performed locally with no external lookups.","failureModes":["More than 200 rows submitted — request rejected due to maxItems limit","Missing required fields (row_id, document_group, date, mapped_requirements, total_requirements) in any row — validation error","bins value outside 1–30 range — schema validation failure","Invalid date format (not YYYY-MM-DD) — pattern validation error","field value not one of mapped_requirements or total_requirements — enum validation error","All values null for the chosen field — histogram cannot be computed","Payment not included or insufficient — x402 payment required response"],"whenToPreferThis":"Choose this endpoint when you have specification traceability records (with mapped and total requirement counts per document group) and need three simultaneous analytical reports — quality audit, string normalisation, and a histogram — in a single low-cost call. It is ideal for requirements engineers or systems analysts who want a quick data health check and distribution snapshot without setting up a local analytics pipeline. Prefer it over generic data analysis APIs when your data fits the traceability schema and you want all three reports bundled at $0.01 USDC for up to 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-24T12:44:29.810Z","isFirstParty":false,"canonicalSlug":"specification-traceability-record-quality-audit-string-normalisation-90b07aa8"}