{"uid":"cap_8jMGnUWsBTcncic1rzOh_","slug":"kihustle-schema-infer-advanced-cf7608ad","name":"KiHustle Schema Infer Advanced","description":"Kostenlose Guides, Solo-Playbooks und Artikel zu KI, Automation und Side Hustles — für Menschen, die mit echten Systemen online Einkommen aufbauen wollen. Transparent finanziert über faire Affiliate-Links.","url":"https://kihustle.tech/bot-bazaar/api/v1/schema-infer-advanced?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"samples":{"type":"array","items":{"type":"object","additionalProperties":true}}}},"responseSchema":{"type":"json","example":{"result":"processed","status":"success"}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.002","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":"$0.002/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.002","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.002","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_wFmgKxm3xqqJy53lO6b0A","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.002","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Infers a structured schema from a set of sample JSON objects using advanced inference logic","exampleAgentPrompt":"Can you infer a JSON schema from these sample records I have — I'll pass in an array of example objects and I need you to figure out the field names, types, and structure automatically.","exampleUseCases":[{"title":"Auto-schema from API response samples","prompt":"I have a bunch of raw JSON responses from an external API and I need to figure out what schema they follow — can you analyze these sample objects and give me the inferred schema?"},{"title":"Dataset structure discovery for pipeline","prompt":"I'm building a data pipeline and I need to understand the structure of my input data — take these sample JSON records and tell me what schema they conform to, including all field types."},{"title":"Schema generation from scraped records","prompt":"I scraped a bunch of product records from a website and they're all JSON objects, but I don't have a schema — can you look at these samples and infer what the schema should be?"}],"resultDescription":"Returns a JSON response indicating the inferred schema derived from the provided sample objects, with a result and status field confirming successful processing. The exact schema definition for the input data is embedded in the result.","failureModes":["Empty samples array returns ambiguous or error result","Highly inconsistent sample objects may produce a loose or inaccurate schema","Non-JSON or malformed objects in the samples array may cause processing failure","Very large sample arrays may time out or return partial results","Missing required 'samples' field returns a validation error"],"whenToPreferThis":"Choose this endpoint when you have a collection of JSON sample objects and need to automatically infer their schema without manually inspecting each field. It is particularly useful for data pipeline bootstrapping, reverse engineering API response structures, or preparing data for downstream validation. Prefer this over manual schema writing when data is heterogeneous or when speed of schema discovery matters.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-14T00:36:59.695Z","isFirstParty":false,"canonicalSlug":"kihustle-schema-infer-advanced-18a71ef1"}