{"uid":"cap_Yqm7SWTrLevuhM87nDMHZ","slug":"virohana-labor-research-brief-8c6c6724","name":"Virohana Labor Research Brief","description":"Structured research brief from model-knowledge synthesis (qwen2.5:14b). No live web research. POST {topic, questions?: [str] (max 5)} -> {overview, key_points: [..], open_questions: [..], caveats}.","url":"https://labor.virohanalife.com/v1/research-brief?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","required":["input"],"properties":{"input":{"type":"object","required":["type","method","bodyType","body"],"properties":{"body":{"type":"object"},"type":{"type":"string","const":"http"},"method":{"enum":["POST","PUT","PATCH"],"type":"string"},"headers":{"type":"object","additionalProperties":{"type":"string"}},"bodyType":{"enum":["json","form-data","text"],"type":"string"},"queryParams":{"type":"object","additionalProperties":{"type":"string"}}},"additionalProperties":false},"title":{"type":"string"},"output":{"type":"object","required":["type"],"properties":{"type":{"type":"string"},"example":{"type":"object"}}},"description":{"type":"string"},"discoverable":{"type":"boolean"}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.1","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":"$1/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"1","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"1","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_dQD_fVYsRr2z0aPGB2mJ6","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"1","costPer":"request","priority":0,"asset":null,"unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Generates a structured research brief on a given topic using the Qwen 2.5 14B model, returning an overview, key points, open questions, and caveats — no live web access.","exampleAgentPrompt":"Give me a structured research brief on the long-term economic impacts of automation on labor markets, and focus your questions on wage polarization, retraining policy, and universal basic income.","exampleUseCases":[{"title":"Policy research primer for briefing","prompt":"Put together a research brief on carbon border adjustment mechanisms — I need an overview, the key points, and any open questions around trade law compliance and environmental effectiveness."},{"title":"Technical topic onboarding for engineers","prompt":"Generate a structured research brief on transformer model quantization — cover the main techniques, what's still unclear, and note any important caveats I should know before diving in."},{"title":"Competitive landscape synthesis for a startup","prompt":"I need a research brief on the current state of AI-powered drug discovery, including key players, what's well-established, what's still contested, and any important limitations to keep in mind."}],"resultDescription":"Returns a JSON object with four fields: an 'overview' narrative paragraph on the topic, a 'key_points' array of structured findings, an 'open_questions' array of unresolved or debated aspects, and a 'caveats' array noting limitations — all synthesized from the model's training knowledge with no live web retrieval.","failureModes":["Topic is too vague or ambiguous — model may return a generic or unfocused brief","More than 5 questions provided — request likely rejected or truncated","Topic outside the model's training knowledge — caveats section may flag uncertainty or gaps","Payment not included or insufficient — x402 payment required at $1 USDC per call","Model hallucination risk — key_points or overview may contain plausible-sounding but inaccurate information since no live fact-checking occurs"],"whenToPreferThis":"Choose this endpoint when you need a quick, structured knowledge synthesis on a topic and don't require real-time or live-web data. It is well-suited for onboarding briefs, policy primers, technical overviews, or background research notes where model-knowledge depth (qwen2.5:14b) is sufficient. Prefer it over live-search endpoints when latency, cost predictability, and structured output format (overview + key_points + open_questions + caveats) matter more than up-to-the-minute accuracy.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-11T00:36:23.526Z","isFirstParty":false,"canonicalSlug":"virohana-labor-research-brief-8c6c6724"}