# Robots Review Observations — Record Quality Audit + String Normalisation + Numeric Distribution

> Robots Review Observations — Record Quality Audit + String Normalisation + Numeric Distribution is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-30).

Runs three local analytical reports (record quality audit, string normalisation, and numeric distribution) on up to 200 rows of robots review observation data containing checked_paths and restricted_paths fields.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-web-07-193?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-30
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/robots-review-observations-record-quality-audit-string-normalisation-638f4a5e
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_QZB5yjhrfZbtk_YOI_Zxi

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 robots-review-observations-record-quality-audit-string-normalisation-638f4a5e -d '<json body>'
```

Example prompt: Can you audit the quality of my robots review observation records and show me string normalisation plus a numeric distribution for the checked_paths field? I have 4 rows: row-1 for group-a on 2026-10-01 with checked_paths 10 and restricted_paths 1, row-2 for group-b on 2026-10-02 with checked_paths 20 and restricted_paths 2, row-3 for group-a on 2026-10-03 with checked_paths 15 and restricted_paths 3, and row-4 for group-b on 2026-10-04 with checked_paths 30 and restricted_paths 4.

## When to prefer this

Choose this endpoint when you need three analytical passes — quality audit, string normalisation, and numeric distribution — on robots review observation data in a single low-cost call. It is ideal for pre-processing pipelines, data cleaning workflows, or ad-hoc profiling of up to 200 rows of checked_paths and restricted_paths records. Prefer it over general-purpose data tools when you want bundled local analytics without any external lookups or side effects.

## Known failure modes

- Exceeding 200 rows returns a validation error
- Rows missing required fields (row_id, date, checked_paths, restricted_paths) are rejected
- Invalid date format (not YYYY-MM-DD) causes schema validation failure
- Numeric values outside ±1,000,000,000,000 are rejected
- Empty rows array returns an error
- Invalid field enum value (not checked_paths or restricted_paths) causes rejection

## How this service works

Robots review observations — Record quality audit + String normalisation + Numeric distribution: Record quality audit + String normalisation + Numeric distribution for supplied robots review observations records (checked_paths, restricted_paths). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.

## Output

Three structured analytical reports delivered together: (1) a record quality audit flagging missing values, format violations, and completeness issues across all rows; (2) a string normalisation report standardising the site_group and date text fields; and (3) a numeric distribution summary (histogram or statistics) for the selected field (checked_paths or restricted_paths). All computed locally on the supplied data with no external lookups.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "rows": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "row_id",
     "site_group",
     "date",
     "checked_paths",
     "restricted_paths"
    ],
    "properties": {
     "date": {
      "type": "string",
      "default": "",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "maxLength": 10
     },
     "row_id": {
      "type": "string",
      "default": "",
      "maxLength": 80,
      "minLength": 1
     },
     "site_group": {
      "type": "string",
      "default": "",
      "maxLength": 80
     },
     "checked_paths": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     },
     "restricted_paths": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "date": "2026-10-01",
     "row_id": "row-1",
     "site_group": "group-a",
     "checked_paths": 10,
     "restricted_paths": 1
    },
    {
     "date": "2026-10-02",
     "row_id": "row-2",
     "site_group": "group-b",
     "checked_paths": 20,
     "restricted_paths": 2
    },
    {
     "date": "2026-10-03",
     "row_id": "row-3",
     "site_group": "group-a",
     "checked_paths": 15,
     "restricted_paths": 3
    },
    {
     "date": "2026-10-04",
     "row_id": "row-4",
     "site_group": "group-b",
     "checked_paths": 30,
     "restricted_paths": 4
    }
   ],
   "maxItems": 200,
   "minItems": 1
  },
  "field": {
   "enum": [
    "checked_paths",
    "restricted_paths"
   ],
   "type": "string",
   "default": "checked_paths"
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/robots-review-observations-record-quality-audit-string-normalisation-638f4a5e/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)