# Project Status Training Evaluation Text Overlap

> Project Status Training Evaluation Text Overlap 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).

Detects text overlap between a labelled training dataset of project status records and evaluation texts using a naive-Bayes baseline analysis.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-sector-ml-project-status-leakage?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/project-status-training-evaluation-text-overlap-04b00fef
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_EzAG_Sq6S2eJPSiQZrxTR

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 project-status-training-evaluation-text-overlap-04b00fef -d '<json body>'
```

Example prompt: Check whether any of my evaluation texts overlap with my project status training records — I have 50 labelled examples with planned, active, blocked, and complete labels, and I want to catch any data leakage before I train.

## When to prefer this

Choose this endpoint when you need a quick, low-cost ($0.01 USDC) local check for text overlap or data leakage between a small labelled project-status training set and evaluation texts, without needing a hosted model or large foundation-model training pipeline. Best for datasets up to 200 records with the four specific project status categories: planned, active, blocked, complete.

## Known failure modes

- Fewer than 2 training records supplied returns a validation error
- More than 200 training records or evaluation texts exceeds the item limit and is rejected
- Records missing required fields (id, text, actual) fail schema validation
- Text exceeding 1000 characters per record may be truncated or rejected
- Invalid label values outside the enum (planned/active/blocked/complete) cause a schema error

## How this service works

Project status - Training evaluation text overlap: Training evaluation text overlap for Project status. Up to 200 supplied labelled text records. Local dataset tools, evaluation and small naive-Bayes baselines; no hosted model or foundation-model training. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded training evaluation text overlap deliverable.

## Output

A bounded deliverable report quantifying text overlap between the supplied labelled training records (up to 200 records with planned/active/blocked/complete labels) and the provided evaluation texts, highlighting potential data leakage using local naive-Bayes baseline analysis.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "records": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "id",
     "text",
     "actual"
    ],
    "properties": {
     "id": {
      "type": "string",
      "default": "",
      "maxLength": 80,
      "minLength": 1
     },
     "text": {
      "type": "string",
      "default": "",
      "maxLength": 1000
     },
     "actual": {
      "enum": [
       "planned",
       "active",
       "blocked",
       "complete"
      ],
      "type": "string"
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "id": "example-0-0",
     "text": "planned sample document number 0 for this supplied dataset.",
     "actual": "planned"
    },
    {
     "id": "example-0-1",
     "text": "planned sample document number 1 for this supplied dataset.",
     "actual": "planned"
    },
    {
     "id": "example-0-2",
     "text": "planned sample document number 2 for this supplied dataset.",
     "actual": "planned"
    },
    {
     "id": "example-1-0",
     "text": "active sample document number 0 for this supplied dataset.",
     "actual": "active"
    },
    {
     "id": "example-1-1",
     "text": "active sample document number 1 for this supplied dataset.",
     "actual": "active"
    },
    {
     "id": "example-1-2",
     "text": "active sample document number 2 for this supplied dataset.",
     "actual": "active"
    },
    {
     "id": "example-2-0",
     "text": "blocked sample document number 0 for this supplied dataset.",
     "actual": "blocked"
    },
    {
     "id": "example-2-1",
     "text": "blocked sample document number 1 for this supplied dataset.",
     "actual": "blocked"
    },
    {
     "id": "example-2-2",
     "text": "blocked sample document number 2 for this supplied dataset.",
     "actual": "blocked"
    },
    {
     "id": "example-3-0",
     "text": "complete sample document number 0 for this supplied dataset.",
     "actual": "complete"
    },
    {
     "id": "example-3-1",
     "text": "complete sample document number 1 for this supplied dataset.",
     "actual": "complete"
    },
    {
     "id": "example-3-2",
     "text": "complete sample document number 2 for this supplied dataset.",
     "actual": "complete"
    }
   ],
   "maxItems": 200,
   "minItems": 2
  },
  "evaluation_texts": {
   "type": "array",
   "items": {
    "type": "string",
    "default": "",
    "maxLength": 1000
   },
   "default": [
    "planned sample document n
… (truncated)
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/project-status-training-evaluation-text-overlap-04b00fef/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)