{"uid":"cap_hSaZBwQQvHBsa8mnglDdy","slug":"company-headcount-observations-record-quality-audit-duplicate-key-6860cd84","name":"Company Headcount Observations — Record Quality Audit + Duplicate Key Report","description":"Company headcount observations — Record quality audit + Duplicate key report: Record quality audit + Duplicate key report for supplied company headcount observations records (headcount, open_roles). 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-company-12-003?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","headcount","open_roles"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"headcount":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"open_roles":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"company_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","headcount":10,"open_roles":1,"company_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","headcount":20,"open_roles":2,"company_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","headcount":15,"open_roles":3,"company_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","headcount":30,"open_roles":4,"company_group":"group-b"}],"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_cYS3SNC3uSDkO7dMzYxxU","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 analytical reports (record quality audit and duplicate key detection) on up to 200 rows of company headcount observation data containing headcount and open_roles fields.","exampleAgentPrompt":"Can you run a record quality audit and duplicate key check on these company headcount observations — I have up to 50 rows with fields like row_id, company_group, date, headcount, and open_roles, and I want to know which records have quality issues and which keys are duplicated?","exampleUseCases":[{"title":"HR data pipeline quality gate","prompt":"Before we load this month's headcount snapshots into our warehouse, can you audit these 120 rows of company headcount data — one row per company_group and date — for record quality issues and any duplicate row_id or company-date key combinations?"},{"title":"Workforce analytics data cleanup","prompt":"I've got a CSV of headcount observations for our portfolio companies with columns for row_id, company_group, date, headcount, and open_roles — can you run both a record quality audit and a duplicate key report so I know which rows to fix before analysis?"},{"title":"Recruiting data integrity check","prompt":"We just merged headcount and open_roles data from two systems and I'm worried about duplicates — can you check these 80 rows for duplicate keys and flag any records with quality problems like missing or out-of-range values?"}],"resultDescription":"Two independent analytical reports: (1) a record quality audit flagging rows with missing, null, malformed, or out-of-range values in headcount and open_roles fields; and (2) a duplicate key report identifying rows sharing the same key combinations (e.g. company_group + date). No external lookups or predictions are made — all analysis is performed locally on the supplied data.","failureModes":["More than 200 rows submitted — request will be rejected or truncated","Missing required fields (row_id, company_group, date, headcount, or open_roles) causes row-level errors","Invalid date format (not YYYY-MM-DD) triggers validation failure","Empty rows array returns an error","Payment not completed via x402 protocol results in 402 response"],"whenToPreferThis":"Choose this endpoint when you need a fast, low-cost ($0.01 USDC) dual-report quality check on company headcount observation data — specifically when you want both a record-level quality audit AND a duplicate key detection pass in a single call, without needing live external lookups, predictions, or human review. Ideal for data pipeline pre-load validation or ad-hoc data hygiene checks on batches up to 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:25.346Z","isFirstParty":false,"canonicalSlug":"company-headcount-observations-record-quality-audit-duplicate-key-6860cd84"}