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warehouse-init

Initialize warehouse schema discovery. Generates .astro/warehouse.md with all table metadata for instant lookups. Run once per project, refresh when schema changes. Use when user says "/astronomer-data:warehouse-init" or asks to set up data discovery.

71

1.60x
Quality

56%

Does it follow best practices?

Impact

96%

1.60x

Average score across 3 eval scenarios

SecuritybySnyk

Risky

Do not use without reviewing

Optimize this skill with Tessl

npx tessl skill review --optimize ./skills/warehouse-init/SKILL.md
SKILL.md
Quality
Evals
Security

Evaluation results

100%

59%

Warehouse Schema Reference Generation

Generate warehouse.md with correct format

Criteria
Without context
With context

Correct output path

0%

100%

Generation comment

25%

100%

Quick Reference section

30%

100%

Categorical Columns section

20%

100%

Data Layer Hierarchy section

30%

100%

Database and schema structure

70%

100%

Table entries with row counts

62%

100%

Large table warning

66%

100%

dbt descriptions included

100%

100%

Relationships section

10%

100%

100%

10%

Update Warehouse Schema Reference

Refresh warehouse.md preserving user edits

Criteria
Without context
With context

HTML comments preserved

100%

100%

Removed table marked

50%

100%

New table added

100%

100%

Row counts updated

100%

100%

User Quick Reference entries preserved

100%

100%

User descriptions preserved

100%

100%

90%

41%

Integrate Warehouse Quick Reference into Project Configuration

CLAUDE.md Quick Reference integration

Criteria
Without context
With context

Correct config file path

0%

16%

Section header

0%

100%

Mapping preamble text

0%

100%

Quick Reference table included

100%

100%

Large tables warning

55%

100%

Auto-generated attribution

31%

100%

warehouse.md unchanged

100%

100%

No duplicate sections

100%

100%

Repository
astronomer/agents
Evaluated
Agent
Claude Code
Model
Claude Sonnet 4.6

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