{"uid":"cap_JOlwlQKmGFF7QXJ2T3Ki3","slug":"application-processing-imports-csv-validation-summary-93cbf49e","name":"Application Processing Imports — CSV Validation Summary","description":"Application processing imports — Validation summary: Validation summary for Application processing imports. Validate a declared CSV table contract, up to 1000 rows. Quoted cells supported; no external enrichment. Specialised preset in a shared 50-profile, 20-operation engine. 0.01 USDC includes one CSV validation summary report.","url":"https://market.datapackvibe.com/x402/assistant-bx-csv-applications-summary?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"csv":{"type":"string","default":"application_id,received_on,role_id,stage_duration_days,assessment_score\nrecord-a,2026-01-01,group-a,10,2\nrecord-b,2026-01-02,group-b,20,3","maxLength":100000,"minLength":1},"maximum":{"type":"number","default":1000000000000,"maximum":1000000000000,"minimum":-1000000000000},"minimum":{"type":"number","default":-1000000000000,"maximum":1000000000000,"minimum":-1000000000000},"delimiter":{"enum":[",",";","\t"],"type":"string","default":","},"max_cell_length":{"type":"integer","default":1000,"maximum":5000,"minimum":1},"allowed_categories":{"type":"array","items":{"type":"string","default":"","maxLength":100,"minLength":1},"default":["group-a","group-b"],"maxItems":100,"minItems":0}}},"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_BdmtidV7ebBy9qR0BFORn","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":"Validates a CSV file representing application processing import data and returns a validation summary report covering up to 1000 rows.","exampleAgentPrompt":"Can you validate this application import CSV for me — it has columns for application_id, received_on, role_id, stage_duration_days, and assessment_score, with allowed role categories group-a and group-b, and I need to make sure all numeric scores fall between 0 and 100? Here's the CSV data: [paste CSV].","exampleUseCases":[{"title":"Pre-import data quality check","prompt":"Before I load this batch of application records into our system, can you run a validation summary on the CSV to catch any rows where the assessment_score is outside 0–100 or the role_id isn't one of group-a, group-b, or group-c? Here's the CSV with comma delimiters."},{"title":"Automated recruitment pipeline gate","prompt":"I want you to validate every application import file we receive — use allowed categories group-a and group-b, enforce that stage_duration_days stays between 1 and 90, and give me a summary of any rows that fail so I can reject bad files automatically."},{"title":"Ad-hoc CSV contract spot-check","prompt":"Can you quickly check this CSV I exported from our ATS? It's semicolon-delimited, should have role IDs from group-x and group-y only, and numeric fields shouldn't go below 0 or above 500. Just give me a validation summary of what passes and what doesn't."}],"resultDescription":"A validation summary report covering the submitted CSV, including counts of valid and invalid rows, specific cell or row-level errors (e.g. out-of-range numeric values, disallowed category values, malformed cells), and overall conformance status against the declared contract.","failureModes":["CSV exceeds 100,000 character limit — request rejected","More than 1000 rows submitted — only first 1000 processed or error returned","Invalid delimiter specified — parsing fails","Cells exceed max_cell_length — flagged as errors","Malformed CSV (unclosed quotes, inconsistent columns) — parsing error returned","Payment not provided or insufficient — 402 Payment Required"],"whenToPreferThis":"Choose this endpoint when you need a structured, per-row validation summary for application processing import CSVs specifically, especially when you need to enforce allowed category lists and numeric min/max ranges. It is purpose-built for the application import domain rather than being a generic CSV validator, making it more reliable for HR and recruitment pipeline gatekeeping workflows. Prefer it over general-purpose CSV tools when you need a single paid, auditable call that returns a contract-conformance summary without external enrichment.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T19:17:57.017Z","isFirstParty":false,"canonicalSlug":"application-processing-imports-csv-validation-summary-93cbf49e"}