{"uid":"cap_e2GXsf2b0OQm00EdyKhLH","slug":"subscription-request-taxonomy-prompt-template-8975e315","name":"Subscription Request Taxonomy Prompt Template","description":"Subscription request - Taxonomy prompt template: Taxonomy prompt template for Subscription request. 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-subscription-request-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":["upgrade","downgrade","cancel","renew"],"type":"string"}},"additionalProperties":false},"default":[{"id":"example-0-0","text":"upgrade sample document number 0 for this supplied dataset.","actual":"upgrade"},{"id":"example-0-1","text":"upgrade sample document number 1 for this supplied dataset.","actual":"upgrade"},{"id":"example-0-2","text":"upgrade sample document number 2 for this supplied dataset.","actual":"upgrade"},{"id":"example-1-0","text":"downgrade sample document number 0 for this supplied dataset.","actual":"downgrade"},{"id":"example-1-1","text":"downgrade sample document number 1 for this supplied dataset.","actual":"downgrade"},{"id":"example-1-2","text":"downgrade sample document number 2 for this supplied dataset.","actual":"downgrade"},{"id":"example-2-0","text":"cancel sample document number 0 for this supplied dataset.","actual":"cancel"},{"id":"example-2-1","text":"cancel sample document number 1 for this supplied dataset.","actual":"cancel"},{"id":"example-2-2","text":"cancel sample document number 2 for this supplied dataset.","actual":"cancel"},{"id":"example-3-0","text":"renew sample document number 0 for this supplied dataset.","actual":"renew"},{"id":"example-3-1","text":"renew sample document number 1 for this supplied dataset.","actual":"renew"},{"id":"example-3-2","text":"renew sample document number 2 for this supplied dataset.","actual":"renew"}],"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_P45HlNCm-5DZk_AXZjfco","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 subscription request text records into upgrade, downgrade, cancel, or renew categories using labeled examples and naive-Bayes baselines.","exampleAgentPrompt":"I have a set of labeled customer messages about subscription actions — some marked upgrade, downgrade, cancel, or renew — can you generate a taxonomy prompt template for classifying subscription requests using those examples?","exampleUseCases":[{"title":"SaaS churn intent classifier","prompt":"I have 50 labeled customer support messages tagged as either upgrade, downgrade, cancel, or renew — can you generate a taxonomy prompt template I can use to classify new subscription requests coming in?"},{"title":"Subscription intent detection pipeline","prompt":"We're building a pipeline to detect customer subscription intent from emails. I have 120 labeled examples across upgrade, downgrade, cancel, and renew — can you give me a prompt template for taxonomy classification of those subscription actions?"},{"title":"Evaluate naive-Bayes subscription baseline","prompt":"I want to benchmark a simple classifier on subscription request texts. I've got about 80 labeled records split across upgrade, cancel, downgrade, and renew — can you produce a taxonomy prompt template along with a naive-Bayes baseline evaluation for those?"}],"resultDescription":"Returns a bounded taxonomy prompt template deliverable tailored to the supplied labeled subscription request records, along with local dataset evaluation metrics and a naive-Bayes baseline for the upgrade/downgrade/cancel/renew classification task. No hosted model or foundation-model training is included.","failureModes":["Fewer than 2 records supplied — minimum input not met","More than 200 records supplied — exceeds maxItems limit","Record text exceeds 1000 character limit","Invalid or missing 'actual' label — must be one of upgrade, downgrade, cancel, renew","Malformed record ID or ID exceeding 80 characters","Payment not completed or insufficient USDC balance"],"whenToPreferThis":"Choose this endpoint when you need a ready-made taxonomy prompt template for classifying subscription lifecycle events (upgrade, downgrade, cancel, renew) from text, using your own labeled examples up to 200 records, and want local evaluation and a naive-Bayes baseline without spinning up a hosted model or performing foundation-model fine-tuning. Ideal for lightweight ML prototyping or prompt engineering in the subscription management domain.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-11T18:55:56.113Z","isFirstParty":false,"canonicalSlug":"subscription-request-taxonomy-prompt-template-8975e315"}