{"uid":"cap_PkhhAAdfyra7Chjb2ER0Q","slug":"release-change-labelled-jsonl-export-d1e0cfa9","name":"Release Change Labelled JSONL Export","description":"Release change - Labelled JSONL export: Labelled JSONL export for Release change. 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 labelled jsonl export deliverable.","url":"https://market.datapackvibe.com/x402/assistant-sector-ml-release-change-jsonl-export?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":["feature","fix","documentation","maintenance"],"type":"string"}},"additionalProperties":false},"default":[{"id":"example-0-0","text":"feature sample document number 0 for this supplied dataset.","actual":"feature"},{"id":"example-0-1","text":"feature sample document number 1 for this supplied dataset.","actual":"feature"},{"id":"example-0-2","text":"feature sample document number 2 for this supplied dataset.","actual":"feature"},{"id":"example-1-0","text":"fix sample document number 0 for this supplied dataset.","actual":"fix"},{"id":"example-1-1","text":"fix sample document number 1 for this supplied dataset.","actual":"fix"},{"id":"example-1-2","text":"fix sample document number 2 for this supplied dataset.","actual":"fix"},{"id":"example-2-0","text":"documentation sample document number 0 for this supplied dataset.","actual":"documentation"},{"id":"example-2-1","text":"documentation sample document number 1 for this supplied dataset.","actual":"documentation"},{"id":"example-2-2","text":"documentation sample document number 2 for this supplied dataset.","actual":"documentation"},{"id":"example-3-0","text":"maintenance sample document number 0 for this supplied dataset.","actual":"maintenance"},{"id":"example-3-1","text":"maintenance sample document number 1 for this supplied dataset.","actual":"maintenance"},{"id":"example-3-2","text":"maintenance sample document number 2 for this supplied dataset.","actual":"maintenance"}],"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_UzYt9le1CBHaC98g5j0o5","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":"Exports up to 200 labelled text records for release change classification (feature/fix/documentation/maintenance) as a JSONL file for local ML evaluation and naive-Bayes baseline training.","exampleAgentPrompt":"Export my labelled release change records as a JSONL file — I have about 50 entries each tagged as feature, fix, documentation, or maintenance, and I want to use them locally to evaluate a naive-Bayes classifier.","exampleUseCases":[{"title":"Baseline classifier dataset prep","prompt":"I have 120 labelled changelog entries — each marked as feature, fix, documentation, or maintenance — can you export them as a JSONL file so I can train a naive-Bayes baseline model locally?"},{"title":"Offline evaluation set for release tagger","prompt":"Package these 80 release note snippets with their actual labels (feature, fix, documentation, maintenance) into a JSONL export so I can run offline evaluation against my release change classifier."},{"title":"Audit labelled training data","prompt":"I want to review the labelled dataset we've built for our release change classifier — export all 200 records with their IDs, text, and actual category labels as a JSONL file I can inspect locally."}],"resultDescription":"A bounded JSONL file containing up to 200 labelled records, each with an ID, text string, and actual classification label (feature, fix, documentation, or maintenance), suitable for local ML evaluation, dataset inspection, and naive-Bayes baseline training. No hosted model is included.","failureModes":["Fewer than 2 records supplied — minimum item count not met","More than 200 records supplied — exceeds maxItems limit","Missing required fields (id, text, or actual) on any record","Invalid enum value for 'actual' field (must be feature, fix, documentation, or maintenance)","Record ID exceeds 80 characters or text exceeds 1000 characters","Payment not confirmed — x402 payment required before export is delivered"],"whenToPreferThis":"Choose this endpoint when you need a portable, locally usable JSONL export of labelled release change records (feature/fix/documentation/maintenance) for offline ML evaluation or naive-Bayes baseline training. Prefer it over hosted classification APIs when you want raw labelled data you control, with no cloud model dependency, at a low fixed cost per export.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-18T00:58:29.630Z","isFirstParty":false,"canonicalSlug":"release-change-labelled-jsonl-export-d1e0cfa9"}