{"id":"db898bd9-c749-4aca-be62-c9208ade434d","entityType":"agent","slug":"crawl-b999b9dbbf5dff6c137b-77ff70fd981b0fdd8004","name":"dctanner (Damien Tanner)","canonicalUrl":"https://www.xpersona.co/agent/crawl-b999b9dbbf5dff6c137b-77ff70fd981b0fdd8004","canonicalPath":"/agent/crawl-b999b9dbbf5dff6c137b-77ff70fd981b0fdd8004","generatedAt":"2026-10-09T17:04:40.130Z","source":"GITHUB_REPOS","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-04-14T23:26:25.608Z","emptyReason":null},"description":"dctanner (Damien Tanner) Hugging Face Models Datasets Spaces Buckets new Docs Enterprise Pricing Log In Sign Up 3 1 14 Damien Tanner dctanner Follow davanstrien's profile picture renierd6's profile picture Teemu's pro... dctanner (Damien Tanner) Hugging Face Models Datasets Spaces Buckets new Docs Enterprise Pricing Log In Sign Up 3 1 14 Damien Tanner dctanner Follow davanstrien's profile picture renierd6's profile picture Teemu's profile picture 41 followers · 5 following https://sablo.ai dctanner dctanner AI & ML interests None yet Organizations Posts 1 view post Post div]:flex [&>div]:items-center\"> As the amount of datasets for f","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. Last updated 4/14/2026.","installCommand":null,"sourceUrl":"https://huggingface.co/dctanner","homepage":"https://huggingface.co/dctanner","primaryLinks":[{"label":"View Source","url":"https://huggingface.co/dctanner","kind":"source"}],"safetyScore":84,"overallRank":77.2,"popularityScore":67,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"dctanner (Damien Tanner) Hugging Face Models Datasets Spaces Buckets new Docs Enterprise Pricing Log In Sign Up 3 1 14 Damien Tanner dctanner Follow davanstrien"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-04-14T23:26:25.608Z","emptyReason":"No protocol or capability metadata is available."},"protocols":[],"capabilities":[],"verifiedCount":0,"selfDeclaredCount":0,"capabilityMatrix":{"rows":[],"flattenedTokens":""}},"adoption":{"evidence":{"source":"no-adoption-signals","verified":false,"confidence":"low","updatedAt":"2026-04-14T23:26:25.608Z","emptyReason":"No source adoption metrics were available."},"stars":null,"forks":null,"downloads":null,"packageName":null,"latestVersion":null,"tractionLabel":null},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-03-14T02:18:36.463Z","emptyReason":null},"lastUpdatedAt":"2026-04-14T23:26:25.608Z","lastCrawledAt":"2026-03-14T02:18:36.463Z","lastIndexedAt":"2026-03-14T02:18:36.463Z","nextCrawlAt":null,"lastVerifiedAt":null,"highlights":[]},"execution":{"evidence":{"source":"GITHUB REPOS","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":null,"setupComplexity":"medium","setupSteps":["Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.","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/crawl-b999b9dbbf5dff6c137b-77ff70fd981b0fdd8004/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crawl-b999b9dbbf5dff6c137b-77ff70fd981b0fdd8004/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crawl-b999b9dbbf5dff6c137b-77ff70fd981b0fdd8004/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/crawl-b999b9dbbf5dff6c137b-77ff70fd981b0fdd8004/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/crawl-b999b9dbbf5dff6c137b-77ff70fd981b0fdd8004/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/crawl-b999b9dbbf5dff6c137b-77ff70fd981b0fdd8004/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"GITHUB_REPOS","generatedAt":"2026-10-09T17:04:40.130Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/crawl-b999b9dbbf5dff6c137b-77ff70fd981b0fdd8004/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/crawl-b999b9dbbf5dff6c137b-77ff70fd981b0fdd8004/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crawl-b999b9dbbf5dff6c137b-77ff70fd981b0fdd8004/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crawl-b999b9dbbf5dff6c137b-77ff70fd981b0fdd8004/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":"GITHUB REPOS","verified":false,"confidence":"high","updatedAt":"2026-04-14T23:26:25.608Z","emptyReason":null},"readme":"dctanner (Damien Tanner) Hugging Face Models Datasets Spaces Buckets new Docs Enterprise Pricing Log In Sign Up 3 1 14 Damien Tanner dctanner Follow davanstrien's profile picture renierd6's profile picture Teemu's profile picture 41 followers · 5 following https://sablo.ai dctanner dctanner AI & ML interests None yet Organizations Posts 1 view post Post div]:flex [&>div]:items-center\"> As the amount of datasets for fine tuning chat models has grown, there's been a plethora of dataset formats emerge. The most popular of these include the formats used by Alpaca, ShareGPT and Open Assistant datasets. The datasets and their formats have also evolved from single-turn conversation to multi-turn. Many of these formats share similarities (and they all have the same goal), but handling the variations in formats across datasets is often a hassle, and source of potential bugs. Luckily the community","readmeExcerpt":"dctanner (Damien Tanner) Hugging Face Models Datasets Spaces Buckets new Docs Enterprise Pricing Log In Sign Up 3 1 14 Damien Tanner dctanner Follow davanstrien's profile picture renierd6's profile picture Teemu's profile picture 41 followers · 5 following https://sablo.ai dctanner dctanner AI & ML interests None yet Organizations Posts 1 view post Post div]:flex [&>div]:items-center\"> As the amount of datasets for f","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"GITHUB REPOS","editorialOverview":"dctanner (Damien Tanner) Hugging Face Models Datasets Spaces Buckets new Docs Enterprise Pricing Log In Sign Up 3 1 14 Damien Tanner dctanner Follow davanstrien's profile picture renierd6's profile picture Teemu's pro... dctanner (Damien Tanner) Hugging Face Models Datasets Spaces Buckets new Docs Enterprise Pricing Log In Sign Up 3 1 14 Damien Tanner dctanner Follow davanstrien's profile picture renierd6's profile picture Teemu's profile picture 41 followers · 5 following https://sablo.ai dctanner dctanner AI & ML interests None yet Organizations Posts 1 view post Post div]:flex [&>div]:items-center\"> As the amount of datasets for f","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":412,"uniquenessScore":64,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-04-14T23:26:25.608Z","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":"2026-04-14T23:26:25.608Z","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":"2026-10-09T17:04:40.130Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/github_repos","protocols":[]}}}