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snowflake-cost-leak-hunter - Audit Snowflake costs with evidence and typed ledgers

Audit Snowflake warehouse, serverless, storage, transfer, and AI cost evidence while separating attribution, estimates, invoice data, and unknowns.

Tags

Updated: 2026-10-01
saasdata warehouseanalyticssnowflakefinops

Capabilities

Audit Snowflake cost evidenceNormalize cost evidenceApply official latency cutoffsDetect attribution gaps

Typical Inputs

Snowflake account identityUTC analysis windowSanitized evidence bundle

Typical Outputs

JSON cost analysisMarkdown cost reportTyped cost ledger

What this skill does

  • Audit Snowflake cost evidence
  • Normalize cost evidence
  • Apply official latency cutoffs
  • Detect attribution gaps
  • Prevent double counting
  • Generate typed ledgers
  • Separate invoice evidence
  • Emit cost-latency Pareto views
  • Produce review packets

Inputs

  • Snowflake account identity
  • UTC analysis window
  • Sanitized evidence bundle
  • Attribution dimension
  • Writable output directory
  • Approved read-only session
  • Snowflake CLI profile
  • Customer rate card

Outputs

  • JSON cost analysis
  • Markdown cost report
  • Typed cost ledger
  • Freshness findings
  • Attribution findings
  • Review packet
  • Proposed control changes
  • Canonical bundle digest

Requirements

  • Python 3.10 or later
  • Read-only ACCOUNT_USAGE access
  • Writable local working directory
  • Model-agnostic workflow
  • Snowflake CLI for live collection
  • Customer rate card for currency estimates

Source

  • Spec: SKILL.md

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