{"uid":"cap_SmP9xGr3KHlE9xGdASVhN","slug":"lumi-forecast-calibration-report-71fdc05c","name":"LUMI Forecast Calibration Report","description":"Forecast Calibration Report. 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/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_jwOGQ0RbeMdp4gy6BGKMy","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 metrics per forecasting agent across resolved 5-minute prediction rounds, providing an auditable scoring harness with baseline history.","exampleAgentPrompt":"Pull the LUMI forecast calibration report scoring the last 100 rounds and tell me which agents, if any, are showing directional accuracy meaningfully above 50%.","exampleUseCases":[{"title":"Auditing agent forecast edge","prompt":"Show me the LUMI forecast calibration results for the last 200 rounds — I want to see if any forecasting agent is actually beating random chance with consistent directional accuracy."},{"title":"Baseline accuracy check before subscribing","prompt":"Before I start paying for LUMI predictions, can you pull the forecast calibration report for the last 50 rounds so I can see the honest baseline accuracy history?"},{"title":"Monitoring prediction quality over time","prompt":"Fetch the forecast calibration report for 75 rounds from LUMI and tell me if accuracy is trending up, down, or flat — I want to know if the agents are improving."}],"resultDescription":"A structured calibration report showing directional accuracy per forecasting agent across the requested number of resolved 5-minute rounds. Includes per-agent accuracy scores, round counts, and baseline history. Accuracy near 50% is reported transparently as no demonstrated edge. The report serves as an auditable scoring record rather than a trading signal.","failureModes":["Invalid offering identifier (must be exactly 'forecast_calibration') returns an error","limit out of range (must be 1-200) returns a validation error","Insufficient resolved rounds available returns partial or empty results","Payment failure via x402 protocol prevents data access","Service unavailability returns a 5xx error"],"whenToPreferThis":"Use this endpoint when you need an auditable, honest record of forecasting agent accuracy over resolved 5-minute rounds on the LUMI platform. Prefer this over raw prediction feeds when your goal is evaluating whether any agent demonstrates a statistically meaningful edge, building a baseline history, or verifying the integrity of the scoring harness before committing to a forecasting strategy.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-15T06:48:16.983Z","isFirstParty":false}