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Release Change Taxonomy Prompt Template Generator
x402
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.
Price / call$0.01
Success—
StatusUnknown
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.
Example use cases
Changelog classifier for CI pipeline
“I'm building a CI pipeline that auto-labels every commit message as feature, fix, documentation, or maintenance. I have 20 labelled examples — 5 of each type. Can you generate a taxonomy prompt template from those so I can plug it into my classifier?”
Release note triage for product team
“Our product team gets hundreds of release notes each sprint and needs to sort them into features, fixes, docs, and maintenance tasks. I've got 50 labelled examples ready — can you produce a taxonomy prompt template we can use to triage new ones automatically?”
Audit trail categorization for compliance
“For our compliance audit we need every release change tagged as feature, fix, documentation, or maintenance. I have 30 hand-labelled records to use as training examples — please generate a prompt template we can use to categorize the remaining entries consistently.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-sector-ml-release-change-prompt-template?utm_source=zero.xyzWhen to prefer
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).
Side effects
- 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
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| records | array |
Tags
x402
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