audit-benchmark-validity SKILL.md skillA
audit-benchmark-validity 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/audit-benchmark-validity@git:20260923.cbc38aaPins git:20260923.cbc38aa 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/audit-benchmark-validity/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260923.cbc38aa, committed Sep 23, 2026
- Size
- 13,473 bytes
- Repository stars
- 508
- License
- Apache-2.0
Treat benchmarks as scientific measurement instruments: audit construct validity, contamination, metric pathology, coverage, leaderboard dynamics, and protocol drift.
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
# audit-benchmark-validity ## Purpose Treat benchmarks as scientific measurement instruments: audit construct validity, contamination, metric pathology, coverage, leaderboard dynamics, and protocol drift. ## Input contract ```yaml required: [benchmark_spec, task_definition, metric_definition, evaluation_records] optional: [leaderboard_history, protocol_versions, coverage_target] constraints: [claims must be linked to benchmark evidence] ``` ## Execution protocol Do not perform called SOP operations inline; each loaded SOP owns its contract and thresholds. 1. You MUST load skill `inventory-reference-items` to inventory benchmark components and versions. You MUST load skill `decompose-evaluation-metric` to decompose the evaluation metric. You MUST load skill `assess-construct-validity` to assess the benchmark construct. You MUST load skill `extract-evaluation-protocol` to reconstruct protocol versions. 2. Select validity, contamination, saturation, coverage, protocol-forensics, or evaluation-comparison mode. …
Read the whole file at its exact version.
How to install
mdr add yogsoth-ai/de-anthropocentric-research-engine/audit-benchmark-validity@sha256:1887e912a7a74283The line at the top of this page pins the label git:20260923.cbc38aa, 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_f6cbaypt6i33wud4)
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Versions
The registry has recorded 1 version of this file, committed on Sep 23, 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 (13473 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_f6cbaypt6i33wud4 GET https://markdownregistry.com/api/v1/resolve?ref=yogsoth-ai/de-anthropocentric-research-engine/audit-benchmark-validity GET https://markdownregistry.com/api/v1/blob/1887e912a7a742832a75931a1686a31cb9539c46b2b6ef49ace8575b2a0ee31d
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.