{"uid":"cap_cdhWWgh3VYE3gtYg6MMPw","slug":"training-question-taxonomy-prompt-template-generator-8cd0f3fb","name":"Training Question Taxonomy Prompt Template Generator","description":"Training question - Taxonomy prompt template: Taxonomy prompt template for Training question. 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.","url":"https://market.datapackvibe.com/x402/assistant-sector-ml-training-question-prompt-template?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"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":["concept","procedure","example","assessment"],"type":"string"}},"additionalProperties":false},"default":[{"id":"example-0-0","text":"concept sample document number 0 for this supplied dataset.","actual":"concept"},{"id":"example-0-1","text":"concept sample document number 1 for this supplied dataset.","actual":"concept"},{"id":"example-0-2","text":"concept sample document number 2 for this supplied dataset.","actual":"concept"},{"id":"example-1-0","text":"procedure sample document number 0 for this supplied dataset.","actual":"procedure"},{"id":"example-1-1","text":"procedure sample document number 1 for this supplied dataset.","actual":"procedure"},{"id":"example-1-2","text":"procedure sample document number 2 for this supplied dataset.","actual":"procedure"},{"id":"example-2-0","text":"example sample document number 0 for this supplied dataset.","actual":"example"},{"id":"example-2-1","text":"example sample document number 1 for this supplied dataset.","actual":"example"},{"id":"example-2-2","text":"example sample document number 2 for this supplied dataset.","actual":"example"},{"id":"example-3-0","text":"assessment sample document number 0 for this supplied dataset.","actual":"assessment"},{"id":"example-3-1","text":"assessment sample document number 1 for this supplied dataset.","actual":"assessment"},{"id":"example-3-2","text":"assessment sample document number 2 for this supplied dataset.","actual":"assessment"}],"maxItems":200,"minItems":2}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_lKzfYnMpNIwWyTEUhEgBk","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Generates a taxonomy prompt template for classifying training question records into concept, procedure, example, or assessment categories using supplied labelled text data.","exampleAgentPrompt":"I have a set of labelled training questions tagged as concept, procedure, example, or assessment — can you generate a taxonomy prompt template I can use to classify new questions, using these 12 labelled examples as the foundation?","exampleUseCases":[{"title":"E-learning content taxonomy classifier","prompt":"I'm building an e-learning platform and I have 50 labelled training questions tagged as concept, procedure, example, or assessment. Can you generate a taxonomy prompt template I can use to automatically classify new questions into those four categories?"},{"title":"Instructional design QA pipeline","prompt":"I need to audit our course materials — I have 120 labelled examples of questions marked as concept, procedure, example, or assessment. Please generate a prompt template I can run against unlabelled questions to tag them with the right category."},{"title":"Training dataset bootstrapping tool","prompt":"We're putting together a training dataset for an educational AI assistant and need a prompt template to help label new questions. I've got 30 labelled examples split across concept, procedure, example, and assessment — can you generate a taxonomy prompt template from those?"}],"resultDescription":"Returns a bounded taxonomy prompt template deliverable derived from up to 200 supplied labelled text records. The output is a structured prompt template suitable for classifying new text records into the four categories: concept, procedure, example, and assessment. May also include local dataset evaluation metrics and a naive-Bayes baseline comparison.","failureModes":["Fewer than 2 records supplied — minimum input requirement not met","More than 200 records supplied — exceeds maximum input limit","Missing required fields (id, text, actual) on one or more records","Invalid enum value in 'actual' field — must be concept, procedure, example, or assessment","Text records exceeding 1000 character limit per item","Payment not received or USDC transaction failed"],"whenToPreferThis":"Choose this endpoint when you need a ready-to-use prompt template for classifying educational or training content into a fixed four-category taxonomy (concept, procedure, example, assessment) using your own labelled examples. It is ideal for instructional designers, e-learning developers, or ML practitioners who want a lightweight, cost-effective classification prompt without needing to train or host a full model. Prefer this over general-purpose classifiers when the educational taxonomy (concept/procedure/example/assessment) is exactly the schema you need.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T19:43:34.050Z","isFirstParty":false,"canonicalSlug":"training-question-taxonomy-prompt-template-generator-8cd0f3fb"}