{"id":"ac374370-d377-4c17-b2ff-d213588333ee","entityType":"agent","slug":"dify-langgenius-customer-review-analysis-workflow","name":"Customer Review Analysis Workflow","canonicalUrl":"https://www.xpersona.co/agent/dify-langgenius-customer-review-analysis-workflow","canonicalPath":"/agent/dify-langgenius-customer-review-analysis-workflow","generatedAt":"2026-10-09T06:19:11.336Z","source":"DIFY_MARKETPLACE","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-05-12T06:44:28.455Z","emptyReason":null},"description":"Utilize LLM (Large Language Models) to classify customer reviews and forward them to the internal system. 1. Install the OpenAI plugin from the Plugin Marketplace. 2. Authorize OpenAI in Dify by navigating to Tools → OpenAI → Authorize and entering your API key. 3. 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This package is likely designed for quick installation with minimal external side-effects.","Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/dify-langgenius-customer-review-analysis-workflow/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/dify-langgenius-customer-review-analysis-workflow/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/dify-langgenius-customer-review-analysis-workflow/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/dify-langgenius-customer-review-analysis-workflow/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/dify-langgenius-customer-review-analysis-workflow/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/dify-langgenius-customer-review-analysis-workflow/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"DIFY_MARKETPLACE","generatedAt":"2026-10-09T06:19:11.336Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/dify-langgenius-customer-review-analysis-workflow/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/dify-langgenius-customer-review-analysis-workflow/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/dify-langgenius-customer-review-analysis-workflow/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/dify-langgenius-customer-review-analysis-workflow/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"Dify","verified":false,"confidence":"high","updatedAt":"2026-05-12T06:44:28.455Z","emptyReason":null},"readme":"1. Install the OpenAI plugin from the Plugin Marketplace.\r\n2. Authorize OpenAI in Dify by navigating to Tools → OpenAI → Authorize and entering your API key.\r\n3. Select LLM in the Question Classifier node to classify the review as either \"Positive review\" or \"Negative review\", and in the Question Classifier 2 node to further classify negative reviews as either \"After-sales issues\" or \"Transportation issue\".","readmeExcerpt":"1. Install the OpenAI plugin from the Plugin Marketplace. 2. Authorize OpenAI in Dify by navigating to Tools → OpenAI → Authorize and entering your API key. 3. 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Select LLM in the Question Classifier node to classify the review as either \"Positive review\" or \"Negative review\", and in the Question Classifier 2 node to further classify negative reviews as either \"After-sales issues\" or \"Transportation issue\".","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":406,"uniquenessScore":61,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-05-12T06:44:28.455Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-05-12T06:44:28.455Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"agent-directory","verified":false,"confidence":"low","updatedAt":"2026-10-09T06:19:11.336Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/dify_marketplace","protocols":[]}}}