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2dmurali

@2dmurali source repo

7 published skills

  1. ▌
    Finops · 2dmurali
    Analyze, attribute, and reduce cloud costs associated with Lakehouse architecture (Storage, Compute, API operations).
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    Governance · 2dmurali
    Identify sensitive data, extract ETL lineage, and generate least-privilege IAM and RBAC policies for data lakes.
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    Data Quality · 2dmurali
    Profile data, detect schema evolution/drift, and implement enterprise-grade data quality checks (Soda/Great Expectations).
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    Iceberg Advanced · 2dmurali
    Model, implement, and orchestrate the Write-Audit-Publish (WAP) pattern natively using Apache Iceberg branches.
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    Table Inspection · 2dmurali
    Methodologies to discover data lake assets, connect to Enterprise catalogs, and inspect Delta/Iceberg/Hudi tables.
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    Performance Optimization · 2dmurali
    Detect bottlenecks (small-files, poor partitioning) and suggest optimizations (Liquid Clustering, Bloom Filters) across Spark, Trino, and Databricks.
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    Review Loop · 2dmurali
    Iterative worker-reviewer cycle that spawns a critic subagent to score work 1-10 and provide actionable feedback, then revises until a quality gate is met. Use when implementing features, writing specs, reviewing existing code, or completing any task where quality matters more than speed. Trigger phrases: "use review-loop", "polish this", "iterate on this", "/review-loop", "review with feedback loop".
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