{"uid":"cap_k08NEAgbED32dCYIWH78A","slug":"application-processing-imports-declared-column-projection-f472c492","name":"Application Processing Imports — Declared Column Projection","description":"Application processing imports — Declared column projection: Declared column projection 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 declared column projection report.","url":"https://market.datapackvibe.com/x402/assistant-bx-csv-applications-projection?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_9bdkECyoVg_A3h9CnqCy-","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 declared CSV table contract for application processing imports data, projecting and checking up to 1000 rows against declared column constraints.","exampleAgentPrompt":"Can you validate this application processing CSV against its declared column contract — I need to check that role_id values are only 'group-a' or 'group-b', assessment_score is between 0 and 100, and stage_duration_days isn't negative? Here's the CSV data with comma delimiter.","exampleUseCases":[{"title":"Pre-import CSV schema validation","prompt":"Before I push this batch of application records into the pipeline, can you validate the CSV to make sure all role_id values are in the allowed list ('group-a', 'group-b', 'group-c'), assessment scores are between 0 and 100, and no cell exceeds 500 characters? The file uses comma delimiters."},{"title":"Applicant stage duration range check","prompt":"I have a CSV of application processing imports and I want to confirm that stage_duration_days is always between 1 and 90 — can you run a declared column projection on it and flag any rows that fall outside that range?"},{"title":"Automated QA for recruiting data pipeline","prompt":"As part of our nightly recruiting data QA, run a declared column projection on this application CSV — allowed categories for role_id are 'eng', 'sales', 'ops', scores must be 0 to 10, and flag anything with cells longer than 200 characters. Use semicolon as the delimiter."}],"resultDescription":"Returns a declared column projection report for the submitted CSV, including validation status per column, rows processed (up to 1000), constraint violations (out-of-range numeric values, disallowed category values, oversized cells), and an overall pass/fail contract status.","failureModes":["CSV exceeds 100,000 character limit — request rejected","Row count exceeds 1000-row maximum — truncation or error","Invalid delimiter specified — must be comma, semicolon, or tab","Malformed CSV with unmatched quotes — parse error returned","allowed_categories list exceeds 100 items — rejected","Cell length exceeds max_cell_length threshold — flagged as violation","minimum greater than maximum value — constraint conflict error"],"whenToPreferThis":"Choose this endpoint when you need to validate application processing import CSV files against a declared column contract, specifically checking numeric ranges, allowed categorical values, and cell length constraints. It is purpose-built for HR/recruiting application data schemas (application_id, received_on, role_id, stage_duration_days, assessment_score) and is more appropriate than generic CSV validators when you need preset domain-specific projection logic without external enrichment.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T00:59:26.282Z","isFirstParty":false,"canonicalSlug":"application-processing-imports-declared-column-projection-f472c492"}