axis-validation SKILL.md skillA
axis-validation from yogsoth-ai/de-anthropocentric-research-engine is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add yogsoth-ai/de-anthropocentric-research-engine/axis-validation@git:20260615.7a62936Pins git:20260615.7a62936 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- yogsoth-ai/de-anthropocentric-research-engine
- Path
skills/axis-validation/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260615.7a62936, committed Jun 15, 2026
- Size
- 771 bytes
- Repository stars
- 508
- License
- Apache-2.0
SOP for validating that candidate axes are independent and meaningful.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 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[] }`Read the whole file at its exact version.
How to install
mdr add yogsoth-ai/de-anthropocentric-research-engine/axis-validation@sha256:837ae112ab4961a7The line at the top of this page pins the label git:20260615.7a62936, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_c5tu5cvo4dr5l6i5)
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Versions
The registry has recorded 1 version of this file, committed on Jun 15, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (771 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
yogsoth-ai/de-anthropocentric-research-engine · 508 stars · license Apache-2.0 · pushed 2026-10-23 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_c5tu5cvo4dr5l6i5 GET https://markdownregistry.com/api/v1/resolve?ref=yogsoth-ai/de-anthropocentric-research-engine/axis-validation GET https://markdownregistry.com/api/v1/blob/837ae112ab4961a7f829825a6898bf402cbf8b698cdaa5ffabe7d07f524e917b
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.