{"uid":"cap_2YRcGXNmoUQEBGZBtKw_I","slug":"cancellation-reason-taxonomy-prompt-template-generator-7a862dc0","name":"Cancellation Reason Taxonomy Prompt Template Generator","description":"Cancellation reason - Taxonomy prompt template: Taxonomy prompt template for Cancellation reason. 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-cancellation-reason-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":["price","usage","quality","other"],"type":"string"}},"additionalProperties":false},"default":[{"id":"example-0-0","text":"price sample document number 0 for this supplied dataset.","actual":"price"},{"id":"example-0-1","text":"price sample document number 1 for this supplied dataset.","actual":"price"},{"id":"example-0-2","text":"price sample document number 2 for this supplied dataset.","actual":"price"},{"id":"example-1-0","text":"usage sample document number 0 for this supplied dataset.","actual":"usage"},{"id":"example-1-1","text":"usage sample document number 1 for this supplied dataset.","actual":"usage"},{"id":"example-1-2","text":"usage sample document number 2 for this supplied dataset.","actual":"usage"},{"id":"example-2-0","text":"quality sample document number 0 for this supplied dataset.","actual":"quality"},{"id":"example-2-1","text":"quality sample document number 1 for this supplied dataset.","actual":"quality"},{"id":"example-2-2","text":"quality sample document number 2 for this supplied dataset.","actual":"quality"},{"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_USXrpDbkTgnRSWzropzqe","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 customer cancellation reasons (price, usage, quality, other) from up to 200 labelled text records.","exampleAgentPrompt":"Generate a taxonomy prompt template for classifying customer cancellation reasons using these 12 labelled examples — 3 each for price, usage, quality, and other — so I can categorize why users are churning.","exampleUseCases":[{"title":"Churn survey text classification","prompt":"I have 50 labelled cancellation survey responses split across price, usage, quality, and other categories — can you generate a taxonomy prompt template I can use to classify new cancellations the same way?"},{"title":"SaaS cancellation reason audit","prompt":"We're auditing why subscribers cancel our SaaS product. I have 150 tagged cancellation comments labelled as price, usage, quality, or other — generate a prompt template I can use to consistently classify incoming cancellations."},{"title":"Subscription feedback bucketing","prompt":"I've collected 80 cancellation feedback messages and manually labelled them as price, usage, quality, or other. Can you create a taxonomy prompt template from these records so I can automate bucketing future cancellations?"}],"resultDescription":"A bounded taxonomy prompt template deliverable tailored to the supplied labelled cancellation reason records, designed for classifying text into the categories: price, usage, quality, or other. Includes local dataset tooling compatible with naive-Bayes baselines — no hosted model or external training required.","failureModes":["Fewer than 2 records supplied — minimum minItems:2 not met","More than 200 records supplied — maxItems:200 exceeded","Missing required fields (id, text, actual) on any record","Invalid enum value for 'actual' field — must be price, usage, quality, or other","Record text exceeds 1000 character limit","Record ID exceeds 80 character limit or is empty"],"whenToPreferThis":"Choose this endpoint when you need a lightweight, reproducible taxonomy prompt template for cancellation reason classification without spinning up a hosted model or incurring foundation-model training costs. Best suited for teams with up to 200 labelled examples who want a local, cost-efficient ($0.01 per call) baseline compatible with naive-Bayes classifiers.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T00:59:50.602Z","isFirstParty":false,"canonicalSlug":"cancellation-reason-taxonomy-prompt-template-generator-7a862dc0"}