{"uid":"cap_XmhmXATcZgTPqUID5phon","slug":"support-intent-taxonomy-prompt-template-generator-ec7acd5a","name":"Support Intent Taxonomy Prompt Template Generator","description":"Support intent - Taxonomy prompt template: Taxonomy prompt template for Support intent. 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-support-intent-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":["billing","technical","account","other"],"type":"string"}},"additionalProperties":false},"default":[{"id":"example-0-0","text":"billing sample document number 0 for this supplied dataset.","actual":"billing"},{"id":"example-0-1","text":"billing sample document number 1 for this supplied dataset.","actual":"billing"},{"id":"example-0-2","text":"billing sample document number 2 for this supplied dataset.","actual":"billing"},{"id":"example-1-0","text":"technical sample document number 0 for this supplied dataset.","actual":"technical"},{"id":"example-1-1","text":"technical sample document number 1 for this supplied dataset.","actual":"technical"},{"id":"example-1-2","text":"technical sample document number 2 for this supplied dataset.","actual":"technical"},{"id":"example-2-0","text":"account sample document number 0 for this supplied dataset.","actual":"account"},{"id":"example-2-1","text":"account sample document number 1 for this supplied dataset.","actual":"account"},{"id":"example-2-2","text":"account sample document number 2 for this supplied dataset.","actual":"account"},{"id":"example-3-0","text":"other sample document number 0 for this supplied dataset.","actual":"other"},{"id":"example-3-1","text":"other sample document number 1 for this supplied dataset.","actual":"other"},{"id":"example-3-2","text":"other sample document number 2 for this supplied dataset.","actual":"other"}],"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_Uxu7-o18w_H-I61W3ez4U","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 support text records into billing, technical, account, or other intents using up to 200 labelled examples.","exampleAgentPrompt":"Generate a taxonomy prompt template for classifying support messages — I have 12 labelled examples: 3 billing, 3 technical, 3 account, and 3 other. Use those as training records to produce the classification prompt.","exampleUseCases":[{"title":"Support ticket triage prompt builder","prompt":"I have 50 labelled support tickets split across billing, technical, account, and other categories — can you generate a taxonomy prompt template I can use to classify new incoming tickets automatically?"},{"title":"Few-shot intent classifier for help desk","prompt":"Build me a prompt template for classifying customer help desk messages into billing, technical, account, or other intents using these 20 example records I've labelled."},{"title":"Prototype support intent pipeline","prompt":"I'm prototyping a support intent classifier and need a taxonomy prompt template. I have around 30 labelled text samples covering all four categories — billing, technical, account, and other. Can you create the prompt template from those?"}],"resultDescription":"A bounded taxonomy prompt template deliverable that encodes the supplied labelled support text records (billing, technical, account, or other) into a structured classification prompt, suitable for use with naive-Bayes or similar local classifiers — no hosted model or external training involved.","failureModes":["Fewer than 2 records supplied returns a validation error","More than 200 records supplied exceeds maxItems limit","Records missing required fields (id, text, actual) cause schema validation failure","Invalid 'actual' enum value (not billing/technical/account/other) causes rejection","Text exceeding 1000 characters per record may be truncated or rejected","Payment of 0.01 USDC not confirmed results in 402 response"],"whenToPreferThis":"Choose this endpoint when you need a lightweight, reproducible prompt template for support intent classification without invoking a large foundation model or hosted training pipeline. It is ideal for teams building local classifiers with a small labelled dataset (up to 200 records) across the four standard support intent categories.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-12T00:53:28.086Z","isFirstParty":false,"canonicalSlug":"support-intent-taxonomy-prompt-template-generator-ec7acd5a"}