SHARP Machine

• List Sparc Datasets — List discovery catalog of built-in datasets.
• Get Sparc Account Status — Return the caller's current tier, remaining quota, and account-bound upgrade URL.
• Preflight Dataset — Validate dataset dimensions and memory requirements against current tier limits before submission.
• Approve Sparc Upload — Approve the local preflight metadata and issue a signed upload URL to private storage.
• Run Sparc Demo Analysis — Instantly return the committed demonstration artifact for built-in datasets.
• Submit Sparc Analysis — Queue a full SPARC analysis on an approved dataset.
• Get Sparc Analysis — Return tenant-scoped progress, result, or an actionable terminal failure.
• Cancel Sparc Analysis — Request cancellation of a tenant-scoped queued or running analysis job.
• Visualize Sparc Signals — Display the canonical SPARC visualization for feature-level signal results. Use this tool when the user asks to visualize, plot, graph, show, display, map, inspect, or visually explain SPARC-selected variables, genes, biomarkers, features, predictive signals, relevance results, non-redundancy results, or an InfoGram. The visualization maps each variable into: x = Predictive relevance y = Net predictive information It renders the
• Benchmark Sparc — Return the immutable, versioned prostmat benchmark and its stated limitations.
• Export Sparc Coretree — Export an existing completed CoreTree without consuming another run. Public callers can export the built-in demo model (e.g. 'builtin:prostmat'). Private analysis jobs require authentication and Pro/Enterprise access.

Schemas and invoke metadata: Directory API