{"uid":"cap_eA1SLNlqiHZd_yjIOgmK3","slug":"recruitment-funnel-record-quality-audit-4c8a089c","name":"Recruitment Funnel Record Quality Audit","description":"Recruitment funnel - Record quality audit: Record quality audit for Recruitment funnel. Up to 200 supplied typed records. Local numeric and data-quality processing; no external enrichment or forecasting. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded record quality audit deliverable.","url":"https://market.datapackvibe.com/x402/assistant-sector-analytics-recruitment-funnel-quality?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","source","date","applications","interviews"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"source":{"type":"string","default":"","maxLength":80},"interviews":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"applications":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","source":"group-a","interviews":1,"applications":10},{"date":"2026-10-02","row_id":"row-2","source":"group-b","interviews":2,"applications":20},{"date":"2026-10-03","row_id":"row-3","source":"group-a","interviews":3,"applications":15},{"date":"2026-10-04","row_id":"row-4","source":"group-b","interviews":4,"applications":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_REwoZab8GS117ELkYEHPI","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 up to 200 recruitment funnel records for data quality issues, detecting anomalies, nulls, and consistency problems across application and interview metrics.","exampleAgentPrompt":"Can you run a data quality audit on these recruitment funnel records — I have rows from group-a and group-b covering October 2026, each with a date, source, application count, and interview count, and I want to know which records have missing, null, or suspicious values?","exampleUseCases":[{"title":"Pre-analysis data validation for HR team","prompt":"Before I hand off this month's recruitment data to the analytics team, can you audit these 50 records from our LinkedIn and Indeed sources — dates run from 2026-09-01 to 2026-09-30 — and flag any rows with null interview counts or suspicious application numbers?"},{"title":"Pipeline health check across hiring sources","prompt":"I have recruitment funnel data from three sourcing channels — referral, job-board, and agency — with daily rows through Q3 2026. Can you do a quality audit and tell me which rows have data integrity issues I should fix before building my funnel report?"},{"title":"Automated data quality gate before dashboard refresh","prompt":"Every Monday I load fresh recruitment records into our dashboard. Can you audit this week's batch of 120 rows — each has a row ID, source, date, application count, and interview count — and give me a report of any records that would fail a quality check?"}],"resultDescription":"A bounded record quality audit deliverable: a structured report identifying which of the submitted recruitment funnel rows have data quality issues such as null values, out-of-range numbers, missing required fields, or inconsistencies between applications and interview counts, delivered per-row with quality indicators.","failureModes":["Empty rows array or missing required fields (row_id, source, date, applications, interviews) returns validation error","Date strings not matching YYYY-MM-DD pattern are rejected","Submitting more than 200 rows exceeds the maxItems limit and returns an error","Numeric values outside the allowed range (-1e12 to 1e12) are rejected","Malformed JSON body returns a 400-level error"],"whenToPreferThis":"Choose this endpoint when you need a fast, low-cost ($0.01) local quality audit of recruitment funnel records — specifically application and interview counts by source and date — without requiring external enrichment or predictive modeling. Ideal as a pre-processing gate before analytics pipelines or dashboard refreshes, when you have up to 200 structured rows and need per-record quality flags rather than aggregate statistics.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T18:48:58.015Z","isFirstParty":false,"canonicalSlug":"recruitment-funnel-record-quality-audit-4c8a089c"}