{"uid":"cap_HcN0_8KHwkZkUDlIupdYd","slug":"lumi-forecast-calibration-scorer-dc5ab325","name":"LUMI Forecast Calibration Scorer","description":"Directional accuracy per forecasting agent over resolved 5-minute rounds. Reported honestly: accuracy near 50% means no demonstrated edge. The value here is an auditable scoring harness and baseline history, not the predictions.","url":"https://app.tenna.ai/api/x402/lumi/lumi_forecast_calibration","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"limit":{"type":"integer","maximum":200,"minimum":1,"description":"Rounds to score (1-200)."},"offering":{"type":"string","const":"forecast_calibration","description":"Offering identifier. Must be exactly 'forecast_calibration'."}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"registry","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_r5ayc5oENp6-_LOAoojNb","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":"Returns directional accuracy statistics per forecasting agent over resolved 5-minute BTC forecast rounds, providing an auditable scoring harness and baseline history.","exampleAgentPrompt":"Pull the LUMI forecast calibration scores for the last 50 resolved rounds using the 'lumi_forecast_calibration' offering and tell me whether any agent is demonstrating a real directional edge or just hovering near 50%.","exampleUseCases":[{"title":"Pre-purchase forecast agent due diligence","prompt":"Before I buy into the LUMI forecast subscription, can you run the calibration scorer on the last 100 resolved rounds using offering 'lumi_forecast_calibration' and tell me if the directional accuracy is meaningfully above 50%?"},{"title":"Ongoing forecaster performance monitoring","prompt":"Score the most recent 200 rounds using the lumi_forecast_calibration offering and summarize how each forecasting agent has performed — I want to know if accuracy has been drifting up or down lately."},{"title":"Research baseline for model benchmarking","prompt":"I need a calibration baseline for a research paper comparing BTC forecast agents — can you fetch the last 150 scored rounds from the lumi_forecast_calibration offering and report the directional accuracy numbers honestly?"}],"resultDescription":"Returns per-agent directional accuracy statistics across the requested number of resolved 5-minute forecast rounds, including accuracy rates (which may be near 50% indicating no demonstrated edge), round-level scores, and auditable calibration history to support evidence-based evaluation of forecasting performance.","failureModes":["Invalid offering identifier (must be exactly 'lumi_forecast_calibration') returns an error","Limit out of range (must be 1–200) returns a validation error","Insufficient resolved rounds available if fewer rounds have settled than requested","Payment failure via x402 protocol blocks the call","Service unavailability on app.tenna.ai returns a 5xx error"],"whenToPreferThis":"Choose this endpoint when you need an honest, auditable accuracy record for LUMI's 5-minute BTC directional forecast agents — especially before purchasing forecast subscriptions or benchmarking agent performance. It is distinct from endpoints that deliver sealed forecasts or market reports; this one specifically computes and returns accuracy calibration statistics over historical resolved rounds.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-15T06:42:09.354Z","isFirstParty":false}