{"uid":"cap_NhlSNhf-Yx6N72sqWo5xl","slug":"astra-human-preference-oracle-review-submission-df8671a2","name":"Astra Human Preference Oracle – Review Submission","description":"Buy genuine human preference and naturalness judgment with x402. 0.01 USDC on Base.","url":"https://astra-human-preference-oracle.neik420.chatgpt.site/api/review","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"request_id":{"type":"string","format":"uuid","description":"ID returned by POST /api/requests. Send its access_token as Authorization: Bearer."}}},"responseSchema":{"type":"json","example":{"status":"pending_human_review","poll_url":"https://astra-human-preference-oracle.clever-cream-3122.chatgpt.site/api/requests/00000000-0000-4000-8000-000000000001","request_id":"00000000-0000-4000-8000-000000000001"}},"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_0c9F_OMl_MohItKy8QvyN","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":"Submits a previously created review request for genuine human judgment on preference and naturalness, returning a polling URL to retrieve the result.","exampleAgentPrompt":"Submit request 550e8400-e29b-41d4-a716-446655440000 to the Astra Human Preference Oracle for a real human to judge which response sounds more natural, and give me the poll URL so I can check back for the result.","exampleUseCases":[{"title":"RLHF preference data collection","prompt":"I have a comparison request ready with ID 3f2504e0-4f89-11d3-9a0c-0305e82c3301 — submit it to the human preference oracle so a real person can judge which AI response is better, and give me the link to poll for their answer."},{"title":"Naturalness check for chatbot replies","prompt":"Queue request 6ba7b810-9dad-11d1-80b4-00c04fd430c8 for human review — I need a genuine person to tell me which of my two chatbot responses sounds more natural to them."},{"title":"AI output quality validation before deployment","prompt":"Before I ship this new model, I want a human to evaluate the response quality — submit review request 7c9e6679-7425-40de-944b-e07fc1f90ae7 and let me know where to poll for their judgment."}],"resultDescription":"Returns a JSON object with a status field (e.g. 'pending_human_review'), the original request_id, and a poll_url pointing to where the agent can later retrieve the human reviewer's preference judgment once it is complete.","failureModes":["Invalid or expired request_id UUID returns an error or 404","Missing or invalid Bearer access_token returns 401 Unauthorized","Payment failure via x402 prevents the call from proceeding","Request already reviewed or cancelled may return a terminal status rather than pending","Network or service downtime on chatgpt.site hosting may cause 5xx errors"],"whenToPreferThis":"Choose this endpoint when you need genuine human judgment — not AI scoring — on text naturalness or pairwise preference, especially for collecting RLHF training labels, validating AI outputs before deployment, or when regulatory or quality requirements demand human-in-the-loop evaluation. Prefer it over automated LLM-as-judge approaches when human authenticity is required at low per-call cost ($0.01 USDC).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T12:33:56.431Z","isFirstParty":false}