{"uid":"cap_lbHivZcKtf2EbPf_RwqLa","slug":"csv-category-allowlist-validator-for-application-processing-imports-9ca25a28","name":"CSV Category Allowlist Validator for Application Processing Imports","description":"Application processing imports — Category allowlist check: Category allowlist check 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 category allowlist check report.","url":"https://market.datapackvibe.com/x402/assistant-bx-csv-applications-categories?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_M7zigd-8Bvkp11MNxCVC7","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 that all categorical values in an application processing CSV fall within a declared set of allowed categories, reporting any violations.","exampleAgentPrompt":"Check my applications CSV for any rows where the role_id isn't in the allowed list of 'group-a' and 'group-b' — here's the data: 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-c,20,3","exampleUseCases":[{"title":"Validating role categories in hiring pipeline","prompt":"I just exported our applicant tracking CSV and need to confirm that every role_id value is one of our approved categories: 'eng', 'design', or 'ops'. Can you run a category allowlist check on it and flag any rows that don't match?"},{"title":"QA check before importing applications to system","prompt":"Before I upload this applications CSV to our system, check that all the stage values are limited to 'screening', 'interview', and 'offer' — the file uses a comma delimiter and has up to 800 rows."},{"title":"Auditing contractor application data for compliance","prompt":"We received a batch CSV of contractor applications from a third party and I need to verify that the group_id column only contains 'vendor-a', 'vendor-b', or 'vendor-c'. Can you run the allowlist validation and give me a report?"}],"resultDescription":"A category allowlist check report indicating whether all categorical cell values in the submitted CSV fall within the declared allowed_categories list, with details on any rows or cells that contain disallowed values. Covers up to 1000 rows with quoted cell support.","failureModes":["CSV exceeds 100,000 character limit — request rejected","More than 100 allowed categories specified — validation error","Cell content exceeds max_cell_length limit — parsing error","CSV is malformed or unquoted incorrectly — parse failure","Delimiter mismatch causes incorrect column parsing — inaccurate results","Empty CSV submitted — validation skipped or error"],"whenToPreferThis":"Choose this endpoint when you need a lightweight, structured check that categorical columns in an application processing CSV adhere to a predefined allowlist, especially for HR, recruiting, or intake workflows. It is well-suited for pre-import QA steps where you want to catch invalid category values before loading data downstream. Prefer this over a general-purpose CSV parser when the specific need is category membership validation rather than schema inference or statistical analysis.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T19:08:06.268Z","isFirstParty":false,"canonicalSlug":"csv-category-allowlist-validator-for-application-processing-imports-9ca25a28"}