SOP for validating that candidate axes are independent and meaningful.
Scanned 9/5/2026
Install to Claude Code
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---
name: axis-validation
description: SOP for validating that candidate axes are independent and meaningful.
execution: sop
---
# Axis Validation
Verify that candidate dimensions are truly independent and meaningful.
## Tool
`vault_query_graph` + `vault_search`
## Protocol
1. For each pair of candidate dimensions, check: can one change without the other changing?
2. Search literature for examples where dimensions vary independently
3. If dimensions always co-vary, merge them into one
4. If a dimension has only 1 value in practice, it's not a useful dimension — remove it
## HARD-GATE
<HARD-GATE>
Must test pairwise independence for all candidate dimensions.
</HARD-GATE>
## Yield
Returns: `{ validated: string[], merged: string[], removed: string[] }`
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