{"uid":"cap_rvldQ1G1Pk_9biXv08wXl","slug":"specification-traceability-record-quality-audit-category-frequencies-7436d653","name":"Specification Traceability — Record Quality Audit + Category Frequencies","description":"Specification traceability — Record quality audit + Category frequencies: Record quality audit + Category frequencies 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-21-006?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}}},"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_hWebyO2ZsoYxl5FwgQ3pf","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 two local analytical reports on specification traceability data: a record quality audit and a category frequency analysis over mapped vs. total requirements, for up to 200 rows.","exampleAgentPrompt":"Can you run a record quality audit and category frequency report on my specification traceability data? I have rows with row IDs, document groups like 'group-a' and 'group-b', dates, and mapped vs. total requirement counts — up to 50 rows total.","exampleUseCases":[{"title":"Traceability matrix data quality check","prompt":"I've got a traceability matrix export with columns for row ID, document group, date, mapped requirements, and total requirements — can you audit it for data quality issues and tell me how frequently each document group appears? There are about 120 rows."},{"title":"Requirements coverage summary by group","prompt":"Here's my spec traceability dataset with mapped and total requirements per document group. Can you give me a category frequency breakdown by document group and flag any bad records in the quality audit?"},{"title":"Onboarding requirements audit for new project","prompt":"We just started a new project and I need to audit the quality of our initial requirements traceability records — about 30 rows with dates, document groups, and mapped vs. total requirement counts. Can you run the record quality audit and category frequency analysis on this data?"}],"resultDescription":"Returns two analytical reports: (1) a record quality audit flagging issues such as nulls, out-of-range values, or malformed fields across the supplied rows, and (2) a category frequency summary showing how often each document_group appears in the dataset, along with aggregated mapped_requirements and total_requirements statistics.","failureModes":["Empty or missing rows array returns an error","Rows exceeding 200 items are rejected","Malformed date strings not matching YYYY-MM-DD pattern cause validation failure","row_id missing or empty triggers schema rejection","Numeric fields outside allowed range cause rejection"],"whenToPreferThis":"Choose this endpoint when you have up to 200 specification traceability records and need both a data quality audit and a document-group frequency breakdown in a single call at low cost ($0.01 USDC). It is ideal for requirements engineers or QA teams who want offline, local analytical processing without any external lookup or live data access. Prefer it over general-purpose analytics tools when the input is structured around mapped vs. total requirements per document group and date.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-24T12:43:37.791Z","isFirstParty":false,"canonicalSlug":"specification-traceability-record-quality-audit-category-frequencies-7436d653"}