{"id":"47c40997-e835-4298-abda-e033537603e2","entityType":"agent","slug":"hf-model-nationaldesignstudio-rampart","name":"rampart","canonicalUrl":"https://www.xpersona.co/agent/hf-model-nationaldesignstudio-rampart","canonicalPath":"/agent/hf-model-nationaldesignstudio-rampart","generatedAt":"2026-10-12T18:19:08.471Z","source":"HUGGINGFACE","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T20:35:56.237Z","emptyReason":null},"description":"Hugging Face model nationaldesignstudio/rampart. Task: token classification. Library: transformers.js. 23,427 downloads. 186 likes. nationaldesignstudio/rampart Hugging Face model nationaldesignstudio/rampart. Task: token classification. Library: transformers.js. 23,427 downloads. 186 likes. Task: token-classification Tags: transformers.js, onnx, bert, token-classification, pii, redaction, privacy, web, client-side, minilm, browser, en Source: https://huggingface.co/models/nationaldesignstudio/rampart","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 23.4K downloads reported by the source. Last updated 10/11/2026.","installCommand":null,"sourceUrl":"https://huggingface.co/models/nationaldesignstudio/rampart","homepage":"https://huggingface.co/models/nationaldesignstudio/rampart","primaryLinks":[{"label":"View on Hugging Face","url":"https://huggingface.co/models/nationaldesignstudio/rampart","kind":"source"}],"safetyScore":80,"overallRank":51,"popularityScore":52,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Hugging Face model nationaldesignstudio/rampart. Task: token classification. Library: transformers.js. 23,427 downloads. 186 likes. nationaldesignstudio/rampart"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:35:56.237Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"transformers.js","status":"self-declared"},{"label":"onnx","status":"self-declared"},{"label":"bert","status":"self-declared"},{"label":"token-classification","status":"self-declared"},{"label":"pii","status":"self-declared"},{"label":"redaction","status":"self-declared"},{"label":"privacy","status":"self-declared"},{"label":"web","status":"self-declared"},{"label":"client-side","status":"self-declared"},{"label":"minilm","status":"self-declared"},{"label":"browser","status":"self-declared"},{"label":"en","status":"self-declared"},{"label":"es","status":"self-declared"},{"label":"fr","status":"self-declared"},{"label":"de","status":"self-declared"},{"label":"it","status":"self-declared"},{"label":"pt","status":"self-declared"},{"label":"nl","status":"self-declared"},{"label":"dataset:ai4privacy/pii-masking-openpii-1.5m","status":"self-declared"},{"label":"base_model:nreimers/MiniLM-L6-H384-uncased","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":20,"capabilityMatrix":{"rows":[{"key":"transformers.js","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"onnx","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"bert","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"token-classification","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"pii","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"redaction","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"privacy","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"web","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"client-side","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"minilm","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"browser","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"en","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"es","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"fr","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"de","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"it","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"pt","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"nl","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:ai4privacy/pii-masking-openpii-1.5m","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"base_model:nreimers/MiniLM-L6-H384-uncased","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"capability:transformers.js|supported|profile capability:onnx|supported|profile capability:bert|supported|profile capability:token-classification|supported|profile capability:pii|supported|profile capability:redaction|supported|profile capability:privacy|supported|profile capability:web|supported|profile capability:client-side|supported|profile capability:minilm|supported|profile capability:browser|supported|profile capability:en|supported|profile capability:es|supported|profile capability:fr|supported|profile capability:de|supported|profile capability:it|supported|profile capability:pt|supported|profile capability:nl|supported|profile capability:dataset:ai4privacy/pii-masking-openpii-1.5m|supported|profile capability:base_model:nreimers/MiniLM-L6-H384-uncased|supported|profile"}},"adoption":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:35:56.237Z","emptyReason":null},"stars":null,"forks":null,"downloads":23427,"likes":186,"task":"token-classification","library":"transformers.js","packageName":null,"latestVersion":null,"tractionLabel":"23.4K downloads"},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:35:56.237Z","emptyReason":null},"lastUpdatedAt":"2026-10-11T20:35:56.237Z","lastCrawledAt":"2026-10-11T20:35:56.237Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-25T20:31:14.481Z","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-nationaldesignstudio-rampart/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-nationaldesignstudio-rampart/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-nationaldesignstudio-rampart/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-nationaldesignstudio-rampart/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-nationaldesignstudio-rampart/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-nationaldesignstudio-rampart/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"HUGGINGFACE","generatedAt":"2026-10-12T18:19:08.470Z"}},"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-nationaldesignstudio-rampart/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/hf-model-nationaldesignstudio-rampart/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-nationaldesignstudio-rampart/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-nationaldesignstudio-rampart/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":"2026-10-11T20:35:56.237Z","emptyReason":null},"readme":"# nationaldesignstudio/rampart\nHugging Face model nationaldesignstudio/rampart. Task: token classification. Library: transformers.js. 23,427 downloads. 186 likes.\n\nTask: `token-classification`\n\nTags: transformers.js, onnx, bert, token-classification, pii, redaction, privacy, web, client-side, minilm, browser, en\n\nSource: https://huggingface.co/models/nationaldesignstudio/rampart","readmeExcerpt":"nationaldesignstudio/rampart Hugging Face model nationaldesignstudio/rampart. Task: token classification. Library: transformers.js. 23,427 downloads. 186 likes. Task: token-classification Tags: transformers.js, onnx, bert, token-classification, pii, redaction, privacy, web, client-side, minilm, browser, en Source: https://huggingface.co/models/nationaldesignstudio/rampart","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"HUGGINGFACE","editorialOverview":"Hugging Face model nationaldesignstudio/rampart. Task: token classification. Library: transformers.js. 23,427 downloads. 186 likes. nationaldesignstudio/rampart Hugging Face model nationaldesignstudio/rampart. Task: token classification. Library: transformers.js. 23,427 downloads. 186 likes. Task: token-classification Tags: transformers.js, onnx, bert, token-classification, pii, redaction, privacy, web, client-side, minilm, browser, en Source: https://huggingface.co/models/nationaldesignstudio/rampart","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":363,"uniquenessScore":66,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T20:35:56.237Z","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":"2026-10-11T20:35:56.237Z","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":"2026-10-12T18:19:08.471Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/huggingface","protocols":[]}}}