benchmark-audit SKILL.md skillA
benchmark-audit 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/benchmark-audit@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/benchmark-audit/SKILL.md- Versions recorded
- 4
- Latest version
- git:20260616.b2b0cde, committed Jun 16, 2026
- First version recorded
- May 19, 2026
- Size
- 3,941 bytes
- Repository stars
- 508
- License
- Apache-2.0
Systematic quality assessment using BetterBench 46-criterion framework.
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
# Benchmark Audit Strategy Systematic quality assessment of AI/ML benchmarks using the BetterBench 46-criterion framework, Datasheets for Datasets standards, and established psychometric evaluation principles. ## Purpose Produce a structured quality report for each target benchmark covering: documentation completeness, construct validity indicators, statistical robustness, maintenance status, and known failure modes. ## Budget | Resource | Floor | Target | |----------|-------|--------| | Benchmarks audited | 3 | 5 | | Papers read | 20 | 30 | | Web searches | 25 | 40 | ## State Ledger ``` <HARD-GATE> | Metric | Current | Target | Status | |--------|---------|--------|--------| | Benchmarks audited | 0 | 5 | PENDING | | Papers fetched | 0 | 30 | PENDING | | Papers read | 0 | 20 | PENDING | | Web searches | 0 | 40 | PENDING | | Documentation audits complete | 0 | 5 | PENDING | | Metric decompositions complete | 0 | 5 | PENDING | | Contamination checks complete | 0 | 5 | PENDING | | Synthesis reports produced | 0 | 5 | PENDING | </HARD-GATE> ``` Cannot exit until 80% of all targets met. ## Available Tactics …
Read the whole file at its exact version.
How to install
mdr add yogsoth-ai/de-anthropocentric-research-engine/benchmark-audit@sha256:cefbf097360f2f79The 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_bury2dgpjvt4q7p7)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between May 19, 2026 and Jun 16, 2026, about one every 9 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260616.b2b0cde latest | 2026-06-16 | b2b0cde | 3,941 B | A | view · diff |
| git:20260615.b734c35 | 2026-06-15 | b734c35 | 3,919 B | A | view · diff |
| git:20260615.7a62936 | 2026-06-15 | 7a62936 | 3,059 B | A | view · diff |
| git:20260519.dc15fe2 | 2026-05-19 | dc15fe2 | 2,889 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 (3941 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_bury2dgpjvt4q7p7 GET https://markdownregistry.com/api/v1/resolve?ref=yogsoth-ai/de-anthropocentric-research-engine/benchmark-audit GET https://markdownregistry.com/api/v1/blob/cefbf097360f2f795709648abebf9079baf8cb1dc8cdd1c2604f98eb08e7220b
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.