axis-extraction SKILL.md skillA
axis-extraction 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-extraction@git:20260616.b2b0cdePins git:20260616.b2b0cde 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-extraction/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260616.b2b0cde, committed Jun 16, 2026
- First version recorded
- Jun 15, 2026
- Size
- 1,629 bytes
- Repository stars
- 508
- License
- Apache-2.0
Tactic for systematically extracting axes of variation from literature.
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 Extraction Systematically extract axes of variation from literature. Look for how authors compare methods, what trade-offs they discuss, what design choices they highlight. ## Available SOPs - dimension-page-creation — create pages for identified dimensions - axis-validation — verify axes are independent and meaningful - wiki-search — check for existing dimension coverage ## Guiding Principles - **Comparison reveals axes.** When authors say "method A is X while method B is Y", X-Y is likely a dimension. - **Trade-offs are dimensions.** "You can have speed or accuracy" reveals the speed-accuracy dimension. - **Taxonomies are pre-built axes.** Existing classifications in the field are validated dimensions. - **Independence test.** If changing one axis always changes another, they're not independent. ## Minimum Yield <HARD-GATE> ≥2 candidate axes identified per invocation with independence assessment. </HARD-GATE> <!-- BEGIN available-tables (generated) --> ## Available SOPs Optional, no fixed order; the final leaf is always a sop. | SOP | When to use | | --- | --- | | axis-validation | SOP for validating that candidate axes are independent and meaningful. | …
Read the whole file at its exact version.
How to install
mdr add yogsoth-ai/de-anthropocentric-research-engine/axis-extraction@sha256:2e0f70ded1ae5722The line at the top of this page pins the label git:20260616.b2b0cde, 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_dhn7waeto5zt3zhq)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Jun 15, 2026 and Jun 16, 2026, more than one a day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260616.b2b0cde latest | 2026-06-16 | b2b0cde | 1,629 B | A | view · diff |
| git:20260615.2e4f274 | 2026-06-15 | 2e4f274 | 1,618 B | A | view · diff |
| git:20260615.7a62936 | 2026-06-15 | 7a62936 | 1,203 B | A | view |
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 (1629 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_dhn7waeto5zt3zhq GET https://markdownregistry.com/api/v1/resolve?ref=yogsoth-ai/de-anthropocentric-research-engine/axis-extraction GET https://markdownregistry.com/api/v1/blob/2e0f70ded1ae57221c13857726c4043574077889edf4dd3c84f057527023fd60
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.