# Color Swatches Exact Row Deduplication + Trailing Mean Series

> Color Swatches Exact Row Deduplication + Trailing Mean Series is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-11-02).

Performs exact row deduplication and trailing mean series analysis on color swatch records (luminance and chroma) for up to 200 rows, returning two analytical reports.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-creative-20-045?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-11-02
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/color-swatches-exact-row-deduplication-trailing-mean-series-41cb464b
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_QSjSD8MzuXLkZ9WndGGgJ

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 color-swatches-exact-row-deduplication-trailing-mean-series-41cb464b -d '<json body>'
```

Example prompt: I have 4 color swatch records with luminance and chroma values grouped into group-a and group-b — can you deduplicate the rows exactly and compute a trailing mean series over a window of 2 for the luminance field?

## When to prefer this

Choose this endpoint when you need to simultaneously deduplicate color swatch records and compute a trailing mean series on luminance or chroma in a single low-cost call. It is ideal for design or creative asset workflows where you want to clean duplicate entries and smooth numeric color metrics over time without any external data lookups or live model inference.

## Known failure modes

- Input array exceeds 200 rows — request rejected
- Invalid date format (not YYYY-MM-DD) causes schema validation failure
- Window size larger than the number of input rows may produce sparse or empty series
- Missing required fields (row_id, asset_group, date, luminance, chroma) cause validation errors
- Non-numeric values in luminance or chroma fields may result in null handling or errors

## How this service works

Color swatches — Exact row deduplication + Trailing mean series: Exact row deduplication + Trailing mean series for supplied color swatches records (luminance, chroma). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.

## Output

Returns two analytical reports: (1) a deduplicated set of color swatch rows with exact duplicate rows removed, and (2) a trailing mean series computed over the specified numeric field (luminance or chroma) using the provided window size, both derived locally from the supplied data with no external lookups.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/color-swatches-exact-row-deduplication-trailing-mean-series-41cb464b/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)