{"uid":"cap_jt3o4EX_Wa0efN2Qt9pGZ","slug":"edge-agents-ai-data-quality-stale-series-detector-49ef72d5","name":"Edge Agents AI – Data Quality Stale Series Detector","description":"Stale Series Detector for official macro evidence tracked by Edge Agents, with explicit baseline and persistence limitations. Purpose: identify tracked series whose observation pipeline has exceeded a frequency-aware freshness threshold 24-hour freshness target; missing evidence is reported explicitly rather than invented.","url":"https://pay.edge-agents.ai/v1/services/data-quality-stale-series?utm_source=zero.xyz","method":"GET","headers":{},"bodySchema":{"type":"object","properties":{"required":{"type":"string"},"properties":{"type":"string"}}},"responseSchema":{"type":"json","example":{"quality":{"status":"strong","confidence":"high"},"analysis":{"family":"cross-market","intents":["evidence"],"summary":"Fresh Stale Series Detector findings appear here."},"evidence":{"assets":[],"policy":"mixed","sources":"Reported from the actual live report; never inferred from this example."},"serviceId":"data-quality-stale-series","dataStatus":"complete","disclaimer":"General, impersonal market research; not investment advice or a buy, sell or hold recommendation.","provenance":{"issuer":"https://edge-agents.ai","signed":true},"generatedAt":"2026-08-31T00:00:00.000Z","limitations":["Coverage, source freshness and unavailable evidence are stated in every paid report."],"schemaVersion":"2.0"}},"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":"$0.1/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.1","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.1","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_VrZeqvY2TNFUTYiDFxRUz","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.1","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Detects and reports on stale or outdated data series across cross-market financial and macro datasets, returning a confidence-scored freshness assessment with evidence provenance.","exampleAgentPrompt":"Can you run the stale series detector on my cross-market macro data and tell me which series are outdated or missing, along with the confidence level and evidence sources?","exampleUseCases":[{"title":"Pre-trade data freshness check","prompt":"Before I run my macro momentum strategy today, can you check whether any of the underlying market data series are stale or have gaps, and give me a confidence rating on the overall data quality?"},{"title":"Investment committee data audit","prompt":"I need to present to the investment committee tomorrow — can you run a stale series check on our cross-market inputs and summarize which sources are fresh versus outdated with evidence?"},{"title":"Automated pipeline data quality gate","prompt":"My AI agent pipeline is about to consume macro data for a decision model — can you validate whether the input series are current and flag any stale or low-confidence data before we proceed?"}],"resultDescription":"Returns a JSON object containing a data quality status (e.g. 'strong'), a confidence level (e.g. 'high'), a cross-market analysis summary identifying stale series, a list of evidence assets, policy and source provenance, a signed issuer record, generation timestamp, schema version, and a disclaimer that findings are general market research and not investment advice.","failureModes":["Missing or malformed required parameters returns an error with no quality assessment","Data series not found or not covered results in empty evidence assets and a note on coverage limitations","Upstream source unavailability may lower confidence rating or return partial results","Stale or uncached series may trigger a 'complete' dataStatus but with low-confidence findings","Payment not processed (x402) results in 402 response and no report delivered"],"whenToPreferThis":"Choose this endpoint when you need an evidence-backed, confidence-scored assessment of whether specific financial or macro data series are current before consuming them in analytical pipelines, investment decisions, or agent workflows. It is specifically suited for cross-market data freshness validation with signed provenance, making it preferable to generic data checks when auditability and source traceability matter.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-30T19:07:14.252Z","isFirstParty":false,"canonicalSlug":"edge-agents-ai-data-quality-stale-series-detector-49ef72d5"}