{"uid":"cap_61_jnrfysuQnTq33Ye39i","slug":"specification-traceability-exact-row-deduplication-date-by-category-989373c7","name":"Specification Traceability — Exact Row Deduplication + Date by Category Pivot","description":"Specification traceability — Exact row deduplication + Date by category pivot: Exact row deduplication + Date by category pivot for supplied specification traceability records (mapped_requirements, total_requirements). 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-writing-21-052?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"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_YGPUHva_q2qMpL6EhlYeT","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":"Deduplicates exact duplicate rows and produces a date-by-category pivot report for specification traceability records containing mapped and total requirements fields.","exampleAgentPrompt":"I have up to 200 rows of specification traceability data with fields like row_id, document_group, date, mapped_requirements, and total_requirements — can you deduplicate the exact duplicate rows and then give me a date-by-category pivot on the mapped_requirements field?","exampleUseCases":[{"title":"Requirements coverage audit by team","prompt":"I have a traceability spreadsheet from our systems engineering team with document groups like 'safety-module' and 'interface-spec', dates, and mapped vs total requirements counts — can you deduplicate any exact duplicate rows and then pivot the mapped_requirements values by date and document group so I can see coverage trends?"},{"title":"Cleaning exported traceability tool data","prompt":"Our requirements tool exported 150 rows of traceability records with row IDs, dates, document groups, and requirement counts, but there are likely duplicates from multiple exports — please deduplicate exact matches and produce a date-by-category pivot on total_requirements for me."},{"title":"Sprint tracking for requirements mapping progress","prompt":"I want to track how our mapped_requirements numbers change across sprint dates for each document group — here are about 80 rows of traceability data with row_id, date, document_group, mapped_requirements, and total_requirements; deduplicate any repeated rows and give me the date-by-category pivot on mapped_requirements."}],"resultDescription":"Returns two analytical reports: (1) a deduplicated version of the input rows with exact duplicate records removed, and (2) a pivot table showing the selected metric (mapped_requirements or total_requirements) broken down by date and document_group category. Both reports are computed locally with no external lookups.","failureModes":["Input array is empty or missing — requires at least 1 row","More than 200 rows submitted — exceeds the per-call limit","Invalid date format (must match YYYY-MM-DD pattern)","Missing required fields (row_id, document_group, date, mapped_requirements, total_requirements) on any row","Invalid field enum value — must be either 'mapped_requirements' or 'total_requirements'","Numeric values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000)","Payment not included or insufficient — requires 0.01 USDC via x402 protocol"],"whenToPreferThis":"Choose this endpoint when you have specification traceability records (up to 200 rows) and need both exact-duplicate removal and a date-by-category pivot in a single low-cost call. It is ideal for requirements engineering workflows where data exported from multiple sources may contain duplicates and you need a quick cross-tabulation of requirements counts by document group over time. Prefer this over general-purpose analytics tools when you want a lightweight, pay-per-use computation with no setup, or when your agent needs a deterministic, reproducible local computation without external data access.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-24T12:53:36.149Z","isFirstParty":false,"canonicalSlug":"specification-traceability-exact-row-deduplication-date-by-category-989373c7"}