{"uid":"cap_zh-NZlNzhD3EpvAszAZRA","slug":"humanmirror-anomaly-detection-94c36067","name":"HumanMirror Anomaly Detection","description":"HumanMirror est le control plane des agents autonomes : décision avant action, preuve après exécution, routage machine et gouvernance de flotte.","url":"https://humanmirror.fr/api/x402/anomaly-detection?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","required":["input"],"properties":{"input":{"description":"JSON-serializable input for this deterministic outcome."},"options":{"type":"object","description":"Optional tool-specific options."},"criteria":{"type":"object","description":"Optional deterministic acceptance criteria."}},"additionalProperties":false},"type":{"type":"string","const":"http"},"method":{"enum":["POST","PUT","PATCH"],"type":"string"},"bodyType":{"enum":["json","form-data","text"],"type":"string"}},"additionalProperties":false},"output":{"type":"object","required":["type"],"properties":{"type":{"type":"string"},"example":{"type":"object"}},"additionalProperties":false}}},"responseSchema":{"type":"json","example":{"ok":true,"status":"verified_success","product":"HumanMirror Anomaly Detection"}},"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_aTyUn_ni5_ThEw4MjpDfo","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":null,"unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Detects anomalies in JSON-serializable input data as part of trust infrastructure for autonomous systems","exampleAgentPrompt":"Check this JSON payload for anomalies — it's a transaction record from one of our autonomous agents and I want to make sure it doesn't contain any irregular or suspicious patterns before we process it.","exampleUseCases":[{"title":"Pre-processing trust check for agent outputs","prompt":"Before we act on this autonomous agent's output, run anomaly detection on it — here's the JSON: {\"action\":\"transfer\",\"amount\":9999,\"target\":\"unknown_wallet\"} — flag anything that looks off."},{"title":"Monitoring agentic pipeline data integrity","prompt":"I need to validate the data coming through our autonomous pipeline for anomalies. Can you run this batch record through HumanMirror's anomaly detection and tell me if anything looks suspicious?"},{"title":"Governance check before autonomous decision","prompt":"We have an AI system about to make a resource allocation decision — can you run the decision input through anomaly detection first to make sure nothing unusual or adversarial is in the data?"}],"resultDescription":"Returns a JSON object with an 'ok' boolean indicating success, a 'status' field (e.g. 'verified_success') confirming the detection outcome, and a 'product' field identifying the service used. Additional anomaly findings may be included depending on input.","failureModes":["Missing required 'input' field returns validation error","Malformed JSON body causes 400 bad request","Non-JSON-serializable input data causes processing failure","Unsupported HTTP method (GET, DELETE) returns method not allowed","Service unavailability returns 5xx error","Empty or null input body may return unprocessable entity error"],"whenToPreferThis":"Choose this endpoint when you need a lightweight, pay-per-call anomaly detection check on structured JSON data within autonomous or agentic workflows, especially when trust verification and governance are priorities. Prefer this over general-purpose ML anomaly detection services when operating in the autonomous economy context where deterministic, verifiable outcomes and micropayment-based access (x402) are required.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-14T12:42:49.874Z","isFirstParty":false,"canonicalSlug":"humanmirror-anomaly-detection-94c36067"}