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ML Task Type Taxonomy Prompt Template
x402
ML Task Type Taxonomy Prompt Template 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).
Generates a taxonomy prompt template for classifying text records into task types (research, writing, analysis, implementation) using up to 200 labelled examples.
Price / call$0.01
Success—
StatusUnknown
How this service works
Task type - Taxonomy prompt template: Taxonomy prompt template for Task type. 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 constructed from up to 200 supplied labelled text records, structured to classify text into one of four task types: research, writing, analysis, or implementation. Includes local dataset tooling and evaluation baselines (naive-Bayes); no hosted model or foundation-model training is involved.
Example use cases
Task triage for project management
“I have 50 annotated task descriptions labelled as research, writing, analysis, or implementation — can you generate a taxonomy prompt template from them so I can automatically classify incoming tasks?”
Building few-shot classifier for task routing
“Generate a taxonomy prompt template using these 24 labelled examples (6 per category: research, writing, analysis, implementation) so I can route new task requests to the right team automatically.”
Evaluating task type baseline model
“I want to test a naive-Bayes baseline for classifying task types — can you create a taxonomy prompt template from my 100 labelled training records split across research, writing, analysis, and implementation?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-sector-ml-task-type-prompt-template?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a ready-made taxonomy prompt template for classifying text into the four task types (research, writing, analysis, implementation) using your own labelled examples, without needing a hosted model or foundation-model fine-tuning. Ideal for lightweight, cost-effective prompt engineering at $0.01 per call when you already have annotated training records.
Side effects
- Fewer than 2 records supplied — minimum input requirement not met
- Record text exceeds 1000 characters — truncation or rejection
- More than 200 records supplied — exceeds maximum input limit
- Invalid task type label used — must be one of research, writing, analysis, implementation
- Malformed record object missing required id, text, or actual fields
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| records | array |
Tags
x402
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