# Application Processing Imports — CSV Validation Summary

> Application Processing Imports — CSV Validation Summary is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-19).

Validates a CSV file representing application processing import data and returns a validation summary report covering up to 1000 rows.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-bx-csv-applications-summary?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-19
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/application-processing-imports-csv-validation-summary-93cbf49e
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_JOlwlQKmGFF7QXJ2T3Ki3

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability application-processing-imports-csv-validation-summary-93cbf49e -d '<json body>'
```

Example prompt: 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].

## When to prefer this

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.

## Known failure modes

- 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

## How this service works

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.

## Output

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.

## Request schema (JSON Schema)

```json
{
 "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
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/application-processing-imports-csv-validation-summary-93cbf49e/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from market.datapackvibe.com](https://www.zero.xyz/host/market.datapackvibe.com/llms.txt)