axis-validation
Skill2 starsChanged 6 months agoApache-2.0View on GitHub
SOP for validating that candidate axes are independent and meaningful.
In this repository70 other files it gives its agents.
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The file
We split this skill into the rules it gives an agent
5 rules. About 0 are common, 5 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈5
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 10
Verify that candidate dimensions are truly independent and meaningful.
- Distinctive: line 19
Search literature for examples where dimensions vary independently
- Distinctive: line 20
If dimensions always co-vary, merge them into one
- Distinctive: line 21
If a dimension has only 1 value in practice, it's not a useful dimension — remove it
- Distinctive: line 26
Must test pairwise independence for all candidate dimensions.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Axis Validation
Verify that candidate dimensions are truly independent and meaningful.
Tool
vault_query_graph + vault_search
Protocol
- For each pair of candidate dimensions, check: can one change without the other changing?
- Search literature for examples where dimensions vary independently
- If dimensions always co-vary, merge them into one
- 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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