# Configuration Drift Audit: Record Quality + Deduplication + Grouped Numeric Summary

> Configuration Drift Audit: Record Quality + Deduplication + Grouped Numeric Summary is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-31).

Runs three local analytical reports on configuration drift data — record quality audit, exact row deduplication, and grouped numeric summary — for up to 200 rows.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-security-22-211?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-31
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/configuration-drift-audit-record-quality-deduplication-grouped-faf3d9da
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_NPbFrA2klRij8C6i791I6

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 configuration-drift-audit-record-quality-deduplication-grouped-faf3d9da -d '<json body>'
```

Example prompt: Can you run a record quality audit, exact deduplication check, and grouped numeric summary on my configuration drift data? I have rows with fields row_id, control_group, date, checked_settings, and drifted_settings — here are up to 200 rows, and I want the summary grouped on checked_settings.

## When to prefer this

Choose this endpoint when you need three simultaneous data quality analyses on configuration drift records without any external data lookups or live system calls. It is ideal for batch pre-processing of configuration audit data before reporting or compliance workflows, particularly when you need deduplication, quality auditing, and grouped statistics in one low-cost call ($0.01 USDC for all three reports on up to 200 rows).

## Known failure modes

- Input array exceeds 200 rows — request will be rejected
- Missing required fields (row_id, date, control_group, checked_settings, drifted_settings) will cause validation errors
- Invalid date format (must be YYYY-MM-DD) will fail schema validation
- Numeric values outside the allowed range (-1e12 to 1e12) will be rejected
- Empty rows array will return an error
- Invalid field selector (must be 'checked_settings' or 'drifted_settings') will fail

## How this service works

Configuration drift — Record quality audit + Exact row deduplication + Grouped numeric summary: Record quality audit + Exact row deduplication + Grouped numeric summary for supplied configuration drift records (checked_settings, drifted_settings). 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

Returns three independent analytical reports: (1) a record quality audit flagging null, malformed, or incomplete rows; (2) an exact row deduplication report identifying and removing duplicate records; and (3) a grouped numeric summary (e.g. counts, totals, averages) of the selected field (checked_settings or drifted_settings) broken down by control_group. All computed locally from supplied data with no external lookups.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/configuration-drift-audit-record-quality-deduplication-grouped-faf3d9da/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)