# Application Processing Imports — Numeric Type Check

> Application Processing Imports — Numeric Type Check is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-15).

Validates that all numeric columns in an application-processing CSV conform to declared type constraints (range, delimiter, cell length) and returns a report of any violations.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-bx-csv-applications-types?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-15
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/application-processing-imports-numeric-type-check-64fe384b
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_M4lJx2srhW_zgM4069kLS

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-numeric-type-check-64fe384b -d '<json body>'
```

Example prompt: Can you run a numeric type check on this application CSV — it uses comma delimiters, scores should be between 0 and 100, and stage_duration_days should be a positive number? Here's the CSV: application_id,received_on,role_id,stage_duration_days,assessment_score
record-a,2026-01-01,group-a,10,85
record-b,2026-01-02,group-b,20,91

## When to prefer this

Choose this endpoint when you need a fast, lightweight numeric type validation pass on a CSV of application or HR records — especially when you want range checking (min/max bounds), category allow-listing, and cell-length enforcement in a single call without any external data enrichment. Ideal as a pre-import gate in automated hiring or data pipeline workflows handling up to 1000 rows per batch.

## Known failure modes

- CSV exceeds 100,000 character limit — request rejected
- More than 1000 rows in the CSV — only first 1000 processed or error returned
- Invalid delimiter specified (must be comma, semicolon, or tab)
- Malformed CSV with unmatched quotes — parsing error returned
- min/max values outside the allowed range of ±1,000,000,000,000 — schema validation failure
- Empty CSV body — minLength constraint violated

## How this service works

Application processing imports — Numeric type check: Numeric type 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 numeric type check report.

## Output

A structured numeric type check report indicating which cells or rows failed numeric validation, including details on out-of-range values, non-numeric content, or cells exceeding maximum length — up to 1000 rows analyzed per call.

## 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-numeric-type-check-64fe384b/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)