Agent skill

data-context-extractor-for-table-documentation

Sub-skill of data-context-extractor: For Table Documentation (+2).

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Install this agent skill to your Project

npx add-skill https://github.com/vamseeachanta/workspace-hub/tree/main/.claude/skills/_archive/data/analytics/data-context-extractor/for-table-documentation

SKILL.md

For Table Documentation (+2)

For Table Documentation

  • Location: Full table path
  • Description: What this table contains, when to use it
  • Primary Key: How to uniquely identify rows
  • Update Frequency: How often data refreshes
  • Key Columns: Table with column name, type, description, notes
  • Relationships: How this table joins to others
  • Sample Queries: 2-3 common query patterns

For Metrics Documentation

  • Metric Name: Human-readable name
  • Definition: Plain English explanation
  • Formula: Exact calculation with column references
  • Source Table(s): Where the data comes from
  • Caveats: Edge cases, exclusions, gotchas

For Entity Documentation

  • Entity Name: What it's called
  • Definition: What it represents in the business
  • Primary Table: Where to find this entity
  • ID Field(s): How to identify it
  • Relationships: How it relates to other entities
  • Common Filters: Standard exclusions (internal, test, etc.)

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