# Release Change Taxonomy Prompt Template Generator

> Release Change Taxonomy Prompt Template Generator is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-11).

Generates a taxonomy prompt template for classifying software release changes (feature, fix, documentation, maintenance) from up to 200 labelled text records.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-sector-ml-release-change-prompt-template?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-11
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/release-change-taxonomy-prompt-template-generator-4c6c9b8b
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_LylgGzl5mxx-OpmznTrRj

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 release-change-taxonomy-prompt-template-generator-4c6c9b8b -d '<json body>'
```

Example prompt: I have 12 labelled release notes — 3 features, 3 fixes, 3 documentation entries, and 3 maintenance entries — and I need a taxonomy prompt template that can classify new release changes into those four categories. Can you generate one from my examples?

## When to prefer this

Choose this endpoint when you need a ready-made classification prompt template for software release change taxonomy specifically, using your own labelled examples as the basis. It is ideal for teams that want a lightweight, local-dataset-driven prompt rather than training or fine-tuning a hosted model. Best suited for the four-class release taxonomy (feature, fix, documentation, maintenance) with up to 200 labelled records at minimal cost ($0.01 per call).

## Known failure modes

- Fewer than 2 records supplied — returns validation error
- Records exceed 200 item limit — request rejected
- Text field exceeds 1000 character limit per record — truncation or error
- Invalid label value outside allowed enum (feature/fix/documentation/maintenance) — schema validation failure
- Malformed record IDs (empty or exceeding 80 chars) — validation error
- Payment not completed via x402 protocol — 402 response, no template returned

## How this service works

Release change - Taxonomy prompt template: Taxonomy prompt template for Release change. 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 taxonomy prompt template deliverable.

## Output

A bounded taxonomy prompt template deliverable — a structured prompt designed for classifying release change text into one of four categories (feature, fix, documentation, maintenance), derived from up to 200 user-supplied labelled records. Includes local dataset tools and naive-Bayes baseline evaluation context.

## 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": [
       "feature",
       "fix",
       "documentation",
       "maintenance"
      ],
      "type": "string"
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "id": "example-0-0",
     "text": "feature sample document number 0 for this supplied dataset.",
     "actual": "feature"
    },
    {
     "id": "example-0-1",
     "text": "feature sample document number 1 for this supplied dataset.",
     "actual": "feature"
    },
    {
     "id": "example-0-2",
     "text": "feature sample document number 2 for this supplied dataset.",
     "actual": "feature"
    },
    {
     "id": "example-1-0",
     "text": "fix sample document number 0 for this supplied dataset.",
     "actual": "fix"
    },
    {
     "id": "example-1-1",
     "text": "fix sample document number 1 for this supplied dataset.",
     "actual": "fix"
    },
    {
     "id": "example-1-2",
     "text": "fix sample document number 2 for this supplied dataset.",
     "actual": "fix"
    },
    {
     "id": "example-2-0",
     "text": "documentation sample document number 0 for this supplied dataset.",
     "actual": "documentation"
    },
    {
     "id": "example-2-1",
     "text": "documentation sample document number 1 for this supplied dataset.",
     "actual": "documentation"
    },
    {
     "id": "example-2-2",
     "text": "documentation sample document number 2 for this supplied dataset.",
     "actual": "documentation"
    },
    {
     "id": "example-3-0",
     "text": "maintenance sample document number 0 for this supplied dataset.",
     "actual": "maintenance"
    },
    {
     "id": "example-3-1",
     "text": "maintenance sample document number 1 for this supplied dataset.",
     "actual": "maintenance"
    },
    {
     "id": "example-3-2",
     "text": "maintenance sample document number 2 for this supplied dataset.",
     "actual": "maintenance"
    }
   ],
   "maxItems": 200,
   "minItems": 2
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/release-change-taxonomy-prompt-template-generator-4c6c9b8b/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)