{"uid":"cap_IAOPRZCnm24RmX_ypM4oc","slug":"ml-task-type-taxonomy-prompt-template-f69d5e3a","name":"ML Task Type Taxonomy Prompt Template","description":"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.","url":"https://market.datapackvibe.com/x402/assistant-sector-ml-task-type-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":["research","writing","analysis","implementation"],"type":"string"}},"additionalProperties":false},"default":[{"id":"example-0-0","text":"research sample document number 0 for this supplied dataset.","actual":"research"},{"id":"example-0-1","text":"research sample document number 1 for this supplied dataset.","actual":"research"},{"id":"example-0-2","text":"research sample document number 2 for this supplied dataset.","actual":"research"},{"id":"example-1-0","text":"writing sample document number 0 for this supplied dataset.","actual":"writing"},{"id":"example-1-1","text":"writing sample document number 1 for this supplied dataset.","actual":"writing"},{"id":"example-1-2","text":"writing sample document number 2 for this supplied dataset.","actual":"writing"},{"id":"example-2-0","text":"analysis sample document number 0 for this supplied dataset.","actual":"analysis"},{"id":"example-2-1","text":"analysis sample document number 1 for this supplied dataset.","actual":"analysis"},{"id":"example-2-2","text":"analysis sample document number 2 for this supplied dataset.","actual":"analysis"},{"id":"example-3-0","text":"implementation sample document number 0 for this supplied dataset.","actual":"implementation"},{"id":"example-3-1","text":"implementation sample document number 1 for this supplied dataset.","actual":"implementation"},{"id":"example-3-2","text":"implementation sample document number 2 for this supplied dataset.","actual":"implementation"}],"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_trEuC5CNxmwJQkeH27tk1","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 text records into task types (research, writing, analysis, implementation) using up to 200 labelled examples.","exampleAgentPrompt":"Using my 12 labelled task records — 3 each for research, writing, analysis, and implementation — generate a taxonomy prompt template I can use to classify new task descriptions into those four categories.","exampleUseCases":[{"title":"Task triage for project management","prompt":"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?"},{"title":"Building few-shot classifier for task routing","prompt":"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."},{"title":"Evaluating task type baseline model","prompt":"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?"}],"resultDescription":"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.","failureModes":["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"],"whenToPreferThis":"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.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T18:48:01.770Z","isFirstParty":false,"canonicalSlug":"ml-task-type-taxonomy-prompt-template-f69d5e3a"}