{"id":"8617220e-27ae-438f-93fd-c436c40557e4","entityType":"agent","slug":"hf-model-kenpache-hs-code-classifier-en-1uqc32y-u","name":"hs-code-classifier-en","canonicalUrl":"https://www.xpersona.co/agent/hf-model-kenpache-hs-code-classifier-en-1uqc32y-u","canonicalPath":"/agent/hf-model-kenpache-hs-code-classifier-en-1uqc32y-u","generatedAt":"2026-10-13T13:00:14.647Z","source":"HUGGINGFACE","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T20:37:31.200Z","emptyReason":null},"description":"Hugging Face model Kenpache/hs-code-classifier-en. Task: text classification. Library: transformers. 108 downloads. Kenpache/hs-code-classifier-en Hugging Face model Kenpache/hs-code-classifier-en. Task: text classification. Library: transformers. 108 downloads. Task: text-classification Tags: transformers, safetensors, hs6_classifier, feature-extraction, hs-code, hs6, harmonized-system, hts, tariff, tariff-classification, customs, customs-clearance Source: https://huggingface.co/models/Kenpache/hs-code-classifier-en","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 108 downloads reported by the source. Last updated 10/11/2026.","installCommand":null,"sourceUrl":"https://huggingface.co/models/Kenpache/hs-code-classifier-en","homepage":"https://huggingface.co/models/Kenpache/hs-code-classifier-en","primaryLinks":[{"label":"View on Hugging Face","url":"https://huggingface.co/models/Kenpache/hs-code-classifier-en","kind":"source"}],"safetyScore":80,"overallRank":37,"popularityScore":24,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Hugging Face model Kenpache/hs-code-classifier-en. Task: text classification. Library: transformers. 108 downloads. Kenpache/hs-code-classifier-en Hugging Face "},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:37:31.200Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"transformers","status":"self-declared"},{"label":"safetensors","status":"self-declared"},{"label":"hs6_classifier","status":"self-declared"},{"label":"feature-extraction","status":"self-declared"},{"label":"hs-code","status":"self-declared"},{"label":"hs6","status":"self-declared"},{"label":"harmonized-system","status":"self-declared"},{"label":"hts","status":"self-declared"},{"label":"tariff","status":"self-declared"},{"label":"tariff-classification","status":"self-declared"},{"label":"customs","status":"self-declared"},{"label":"customs-clearance","status":"self-declared"},{"label":"trade-compliance","status":"self-declared"},{"label":"import-export","status":"self-declared"},{"label":"international-trade","status":"self-declared"},{"label":"logistics","status":"self-declared"},{"label":"supply-chain","status":"self-declared"},{"label":"ecommerce","status":"self-declared"},{"label":"product-classification","status":"self-declared"},{"label":"product-categorization","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":20,"capabilityMatrix":{"rows":[{"key":"transformers","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"safetensors","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"hs6_classifier","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"feature-extraction","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"hs-code","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"hs6","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"harmonized-system","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"hts","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"tariff","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"tariff-classification","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"customs","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"customs-clearance","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"trade-compliance","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"import-export","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"international-trade","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"logistics","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"supply-chain","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"ecommerce","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"product-classification","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"product-categorization","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"capability:transformers|supported|profile capability:safetensors|supported|profile capability:hs6_classifier|supported|profile capability:feature-extraction|supported|profile capability:hs-code|supported|profile capability:hs6|supported|profile capability:harmonized-system|supported|profile capability:hts|supported|profile capability:tariff|supported|profile capability:tariff-classification|supported|profile capability:customs|supported|profile capability:customs-clearance|supported|profile capability:trade-compliance|supported|profile capability:import-export|supported|profile capability:international-trade|supported|profile capability:logistics|supported|profile capability:supply-chain|supported|profile capability:ecommerce|supported|profile capability:product-classification|supported|profile capability:product-categorization|supported|profile"}},"adoption":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:37:31.200Z","emptyReason":null},"stars":null,"forks":null,"downloads":108,"likes":0,"task":"text-classification","library":"transformers","packageName":null,"latestVersion":null,"tractionLabel":"108 downloads"},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:37:31.200Z","emptyReason":null},"lastUpdatedAt":"2026-10-11T20:37:31.200Z","lastCrawledAt":"2026-10-11T20:37:31.200Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-25T20:37:31.200Z","lastVerifiedAt":null,"highlights":[]},"execution":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":null,"setupComplexity":"low","setupSteps":["Setup complexity is LOW. 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/hf-model-kenpache-hs-code-classifier-en-1uqc32y-u/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-kenpache-hs-code-classifier-en-1uqc32y-u/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-kenpache-hs-code-classifier-en-1uqc32y-u/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-kenpache-hs-code-classifier-en-1uqc32y-u/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-kenpache-hs-code-classifier-en-1uqc32y-u/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-kenpache-hs-code-classifier-en-1uqc32y-u/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"HUGGINGFACE","generatedAt":"2026-10-13T13:00:14.646Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/hf-model-kenpache-hs-code-classifier-en-1uqc32y-u/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/hf-model-kenpache-hs-code-classifier-en-1uqc32y-u/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-kenpache-hs-code-classifier-en-1uqc32y-u/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-kenpache-hs-code-classifier-en-1uqc32y-u/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":"HUGGINGFACE","verified":false,"confidence":"high","updatedAt":"2026-10-11T20:37:31.200Z","emptyReason":null},"readme":"# Kenpache/hs-code-classifier-en\nHugging Face model Kenpache/hs-code-classifier-en. Task: text classification. Library: transformers. 108 downloads.\n\nTask: `text-classification`\n\nTags: transformers, safetensors, hs6_classifier, feature-extraction, hs-code, hs6, harmonized-system, hts, tariff, tariff-classification, customs, customs-clearance\n\nSource: https://huggingface.co/models/Kenpache/hs-code-classifier-en","readmeExcerpt":"Kenpache/hs-code-classifier-en Hugging Face model Kenpache/hs-code-classifier-en. Task: text classification. Library: transformers. 108 downloads. Task: text-classification Tags: transformers, safetensors, hs6_classifier, feature-extraction, hs-code, hs6, harmonized-system, hts, tariff, tariff-classification, customs, customs-clearance Source: https://huggingface.co/models/Kenpache/hs-code-classifier-en","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"HUGGINGFACE","editorialOverview":"Hugging Face model Kenpache/hs-code-classifier-en. Task: text classification. Library: transformers. 108 downloads. Kenpache/hs-code-classifier-en Hugging Face model Kenpache/hs-code-classifier-en. Task: text classification. Library: transformers. 108 downloads. Task: text-classification Tags: transformers, safetensors, hs6_classifier, feature-extraction, hs-code, hs6, harmonized-system, hts, tariff, tariff-classification, customs, customs-clearance Source: https://huggingface.co/models/Kenpache/hs-code-classifier-en","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":399,"uniquenessScore":60,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T20:37:31.200Z","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":"2026-10-11T20:37:31.200Z","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":"2026-10-13T13:00:14.647Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/huggingface","protocols":[]}}}