{"id":"d09c55b0-c946-4e38-958f-d6b7a3f7e07c","entityType":"agent","slug":"hf-model-coml-spidr-mmsulab-18ww5zl-i","name":"spidr-mmsulab","canonicalUrl":"https://www.xpersona.co/agent/hf-model-coml-spidr-mmsulab-18ww5zl-i","canonicalPath":"/agent/hf-model-coml-spidr-mmsulab-18ww5zl-i","generatedAt":"2026-10-12T01:22:28.973Z","source":"HUGGINGFACE","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T20:38:21.293Z","emptyReason":null},"description":"Hugging Face model coml/spidr-mmsulab. 40 downloads. coml/spidr-mmsulab Hugging Face model coml/spidr-mmsulab. 40 downloads. Tags: aaa, aab, aac, aad, aaf, aai, aal, aao, aap, aar, aau, aaw Source: https://huggingface.co/models/coml/spidr-mmsulab","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 40 downloads reported by the source. Last updated 10/11/2026.","installCommand":null,"sourceUrl":"https://huggingface.co/models/coml/spidr-mmsulab","homepage":"https://huggingface.co/models/coml/spidr-mmsulab","primaryLinks":[{"label":"View on Hugging Face","url":"https://huggingface.co/models/coml/spidr-mmsulab","kind":"source"}],"safetyScore":80,"overallRank":34.5,"popularityScore":19,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Hugging Face model coml/spidr-mmsulab. 40 downloads. coml/spidr-mmsulab Hugging Face model coml/spidr-mmsulab. 40 downloads. Tags: aaa, aab, aac, aad, aaf, aai,"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:38:21.293Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"aaa","status":"self-declared"},{"label":"aab","status":"self-declared"},{"label":"aac","status":"self-declared"},{"label":"aad","status":"self-declared"},{"label":"aaf","status":"self-declared"},{"label":"aai","status":"self-declared"},{"label":"aal","status":"self-declared"},{"label":"aao","status":"self-declared"},{"label":"aap","status":"self-declared"},{"label":"aar","status":"self-declared"},{"label":"aau","status":"self-declared"},{"label":"aaw","status":"self-declared"},{"label":"aaz","status":"self-declared"},{"label":"aba","status":"self-declared"},{"label":"abh","status":"self-declared"},{"label":"abi","status":"self-declared"},{"label":"abm","status":"self-declared"},{"label":"abn","status":"self-declared"},{"label":"abo","status":"self-declared"},{"label":"abr","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":20,"capabilityMatrix":{"rows":[{"key":"aaa","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"aab","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"aac","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"aad","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"aaf","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"aai","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"aal","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"aao","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"aap","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"aar","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"aau","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"aaw","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"aaz","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"aba","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"abh","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"abi","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"abm","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"abn","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"abo","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"abr","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"capability:aaa|supported|profile capability:aab|supported|profile capability:aac|supported|profile capability:aad|supported|profile capability:aaf|supported|profile capability:aai|supported|profile capability:aal|supported|profile capability:aao|supported|profile capability:aap|supported|profile capability:aar|supported|profile capability:aau|supported|profile capability:aaw|supported|profile capability:aaz|supported|profile capability:aba|supported|profile capability:abh|supported|profile capability:abi|supported|profile capability:abm|supported|profile capability:abn|supported|profile capability:abo|supported|profile capability:abr|supported|profile"}},"adoption":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:38:21.293Z","emptyReason":null},"stars":null,"forks":null,"downloads":40,"likes":0,"task":null,"library":null,"packageName":null,"latestVersion":null,"tractionLabel":"40 downloads"},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:38:21.293Z","emptyReason":null},"lastUpdatedAt":"2026-10-11T20:38:21.293Z","lastCrawledAt":"2026-10-11T20:38:21.293Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-25T20:38:21.293Z","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-coml-spidr-mmsulab-18ww5zl-i/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-coml-spidr-mmsulab-18ww5zl-i/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-coml-spidr-mmsulab-18ww5zl-i/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-coml-spidr-mmsulab-18ww5zl-i/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-coml-spidr-mmsulab-18ww5zl-i/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-coml-spidr-mmsulab-18ww5zl-i/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"HUGGINGFACE","generatedAt":"2026-10-12T01:22:28.973Z"}},"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-coml-spidr-mmsulab-18ww5zl-i/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/hf-model-coml-spidr-mmsulab-18ww5zl-i/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-coml-spidr-mmsulab-18ww5zl-i/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-coml-spidr-mmsulab-18ww5zl-i/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":"2026-10-11T20:38:21.293Z","emptyReason":null},"readme":"# coml/spidr-mmsulab\nHugging Face model coml/spidr-mmsulab. 40 downloads.\n\nTags: aaa, aab, aac, aad, aaf, aai, aal, aao, aap, aar, aau, aaw\n\nSource: https://huggingface.co/models/coml/spidr-mmsulab","readmeExcerpt":"coml/spidr-mmsulab Hugging Face model coml/spidr-mmsulab. 40 downloads. Tags: aaa, aab, aac, aad, aaf, aai, aal, aao, aap, aar, aau, aaw Source: https://huggingface.co/models/coml/spidr-mmsulab","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"HUGGINGFACE","editorialOverview":"Hugging Face model coml/spidr-mmsulab. 40 downloads. coml/spidr-mmsulab Hugging Face model coml/spidr-mmsulab. 40 downloads. Tags: aaa, aab, aac, aad, aaf, aai, aal, aao, aap, aar, aau, aaw Source: https://huggingface.co/models/coml/spidr-mmsulab","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":350,"uniquenessScore":67,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T20:38:21.293Z","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":"2026-10-11T20:38:21.293Z","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":"2026-10-12T01:22:28.973Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/huggingface","protocols":[]}}}