benchmark-audit skillA
benchmark-audit is agent-read markdown (skill) from yogsoth-ai/de-anthropocentric-research-engine: Systematic quality assessment using BetterBench 46-criterion framework.
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns 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@git:20260616.b2b0cdemdr add yogsoth-ai/de-anthropocentric-research-engine/benchmark-audit@sha256:cefbf097360f2f79Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_bury2dgpjvt4q7p7)
1 badge views in 30 days
Versions
| 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 · 497 stars · license Apache-2.0 · pushed 2026-09-23 · 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 agent 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.