{"id":"d2d9791e-073f-429c-bf97-cca0a7a5226c","entityType":"agent","slug":"hf-model-pascalhuerten-instructor-skillfit-1gxh4v5-x","name":"instructor-skillfit","canonicalUrl":"https://www.xpersona.co/agent/hf-model-pascalhuerten-instructor-skillfit-1gxh4v5-x","canonicalPath":"/agent/hf-model-pascalhuerten-instructor-skillfit-1gxh4v5-x","generatedAt":"2026-10-12T14:13:56.770Z","source":"HUGGINGFACE","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T20:39:11.728Z","emptyReason":null},"description":"Hugging Face model pascalhuerten/instructor-skillfit. Task: sentence similarity. Library: sentence-transformers. 24 downloads. 4 likes. pascalhuerten/instructor-skillfit Hugging Face model pascalhuerten/instructor-skillfit. Task: sentence similarity. Library: sentence-transformers. 24 downloads. 4 likes. Task: sentence-similarity Tags: sentence-transformers, pytorch, tensorboard, safetensors, t5, text-embedding, embeddings, information-retrieval, beir, text-classification, language-model, text-clustering Source: https://huggingface.co/models/pascalhu","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 24 downloads reported by the source. Last updated 10/11/2026.","installCommand":null,"sourceUrl":"https://huggingface.co/models/pascalhuerten/instructor-skillfit","homepage":"https://huggingface.co/models/pascalhuerten/instructor-skillfit","primaryLinks":[{"label":"View on Hugging Face","url":"https://huggingface.co/models/pascalhuerten/instructor-skillfit","kind":"source"}],"safetyScore":80,"overallRank":33.5,"popularityScore":17,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Hugging Face model pascalhuerten/instructor-skillfit. Task: sentence similarity. Library: sentence-transformers. 24 downloads. 4 likes. pascalhuerten/instructor"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:39:11.728Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"sentence-transformers","status":"self-declared"},{"label":"pytorch","status":"self-declared"},{"label":"tensorboard","status":"self-declared"},{"label":"safetensors","status":"self-declared"},{"label":"t5","status":"self-declared"},{"label":"text-embedding","status":"self-declared"},{"label":"embeddings","status":"self-declared"},{"label":"information-retrieval","status":"self-declared"},{"label":"beir","status":"self-declared"},{"label":"text-classification","status":"self-declared"},{"label":"language-model","status":"self-declared"},{"label":"text-clustering","status":"self-declared"},{"label":"text-semantic-similarity","status":"self-declared"},{"label":"text-evaluation","status":"self-declared"},{"label":"prompt-retrieval","status":"self-declared"},{"label":"text-reranking","status":"self-declared"},{"label":"feature-extraction","status":"self-declared"},{"label":"sentence-similarity","status":"self-declared"},{"label":"transformers","status":"self-declared"},{"label":"English","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":20,"capabilityMatrix":{"rows":[{"key":"sentence-transformers","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"pytorch","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"tensorboard","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":"t5","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"text-embedding","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"embeddings","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"information-retrieval","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"beir","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"text-classification","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"language-model","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"text-clustering","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"text-semantic-similarity","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"text-evaluation","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"prompt-retrieval","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"text-reranking","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":"sentence-similarity","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"transformers","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"English","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"capability:sentence-transformers|supported|profile capability:pytorch|supported|profile capability:tensorboard|supported|profile capability:safetensors|supported|profile capability:t5|supported|profile capability:text-embedding|supported|profile capability:embeddings|supported|profile capability:information-retrieval|supported|profile capability:beir|supported|profile capability:text-classification|supported|profile capability:language-model|supported|profile capability:text-clustering|supported|profile capability:text-semantic-similarity|supported|profile capability:text-evaluation|supported|profile capability:prompt-retrieval|supported|profile capability:text-reranking|supported|profile capability:feature-extraction|supported|profile capability:sentence-similarity|supported|profile capability:transformers|supported|profile capability:English|supported|profile"}},"adoption":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:39:11.728Z","emptyReason":null},"stars":null,"forks":null,"downloads":24,"likes":4,"task":"sentence-similarity","library":"sentence-transformers","packageName":null,"latestVersion":null,"tractionLabel":"24 downloads"},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:39:11.728Z","emptyReason":null},"lastUpdatedAt":"2026-10-11T20:39:11.728Z","lastCrawledAt":"2026-10-11T20:39:11.728Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-25T20:39:11.728Z","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-pascalhuerten-instructor-skillfit-1gxh4v5-x/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-pascalhuerten-instructor-skillfit-1gxh4v5-x/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-pascalhuerten-instructor-skillfit-1gxh4v5-x/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-pascalhuerten-instructor-skillfit-1gxh4v5-x/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-pascalhuerten-instructor-skillfit-1gxh4v5-x/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-pascalhuerten-instructor-skillfit-1gxh4v5-x/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"HUGGINGFACE","generatedAt":"2026-10-12T14:13:56.770Z"}},"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-pascalhuerten-instructor-skillfit-1gxh4v5-x/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/hf-model-pascalhuerten-instructor-skillfit-1gxh4v5-x/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-pascalhuerten-instructor-skillfit-1gxh4v5-x/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-pascalhuerten-instructor-skillfit-1gxh4v5-x/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":"2026-10-11T20:39:11.728Z","emptyReason":null},"readme":"# pascalhuerten/instructor-skillfit\nHugging Face model pascalhuerten/instructor-skillfit. Task: sentence similarity. Library: sentence-transformers. 24 downloads. 4 likes.\n\nTask: `sentence-similarity`\n\nTags: sentence-transformers, pytorch, tensorboard, safetensors, t5, text-embedding, embeddings, information-retrieval, beir, text-classification, language-model, text-clustering\n\nSource: https://huggingface.co/models/pascalhuerten/instructor-skillfit","readmeExcerpt":"pascalhuerten/instructor-skillfit Hugging Face model pascalhuerten/instructor-skillfit. Task: sentence similarity. Library: sentence-transformers. 24 downloads. 4 likes. Task: sentence-similarity Tags: sentence-transformers, pytorch, tensorboard, safetensors, t5, text-embedding, embeddings, information-retrieval, beir, text-classification, language-model, text-clustering Source: https://huggingface.co/models/pascalhu","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"HUGGINGFACE","editorialOverview":"Hugging Face model pascalhuerten/instructor-skillfit. Task: sentence similarity. Library: sentence-transformers. 24 downloads. 4 likes. pascalhuerten/instructor-skillfit Hugging Face model pascalhuerten/instructor-skillfit. Task: sentence similarity. Library: sentence-transformers. 24 downloads. 4 likes. Task: sentence-similarity Tags: sentence-transformers, pytorch, tensorboard, safetensors, t5, text-embedding, embeddings, information-retrieval, beir, text-classification, language-model, text-clustering Source: https://huggingface.co/models/pascalhu","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":374,"uniquenessScore":66,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T20:39:11.728Z","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":"2026-10-11T20:39:11.728Z","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":"2026-10-12T14:13:56.770Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/huggingface","protocols":[]}}}