Axis Validation
SkillDev toolsSOP for validating that candidate axes are independent and meaningful.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Axis Validation skill
What this skill tells your AI
The instructions your AI receives, as published by yogsoth-ai/de-anthropocentric-research-engine in skills/axis-validation/SKILL.md and read by ahel’s review.
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
Yield
Returns: { validated: string[], merged: string[], removed: string[] }
Signals
- GitHub stars
- 469
- Forks
- 37
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
axis-validation- Source
- github.com/yogsoth-ai/de-anthropocentric-research-engine