benchmark-archaeology SKILL.md skillA
benchmark-archaeology 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-archaeology@git:20260809.fa000d2Pins git:20260809.fa000d2 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-archaeology/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260809.fa000d2, committed Aug 9, 2026
- First version recorded
- May 19, 2026
- Size
- 5,903 bytes
- Repository stars
- 508
- License
- Apache-2.0
Evaluation Methodology Archaeology Campaign — 5 strategies for systematic.
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 Archaeology Systematic excavation and critical analysis of AI/ML evaluation methodology. Treats benchmarks as historical artifacts requiring forensic examination — uncovering hidden assumptions, methodological drift, validity decay, and coverage gaps that accumulate over time. ## Strategy Routing | Signal | Route To | |--------|----------| | "audit this benchmark", "benchmark quality", "BetterBench" | benchmark-audit | | "saturation", "ceiling", "score plateau", "when will X be solved" | saturation-analysis | | "does it actually measure", "construct validity", "what does score mean" | validity-probing | | "what's not tested", "coverage gaps", "missing capabilities" | coverage-mapping | | "different papers get different scores", "protocol differences" | protocol-forensics | ## Manifest ### Strategies (5) | Strategy | Purpose | |----------|---------| | benchmark-audit | Systematic quality assessment using BetterBench 46-criterion framework | | saturation-analysis | Track score trajectories, detect saturation and failure points | | validity-probing | Challenge construct validity — does benchmark measure claimed capability? | …
Read the whole file at its exact version.
How to install
mdr add yogsoth-ai/de-anthropocentric-research-engine/benchmark-archaeology@sha256:6e9f5d1fed037b69The line at the top of this page pins the label git:20260809.fa000d2, 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_xytgn2ezbllyimot)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between May 19, 2026 and Aug 9, 2026, about one every 20 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260809.fa000d2 latest | 2026-08-09 | fa000d2 | 5,903 B | A | view · diff |
| git:20260616.b2b0cde | 2026-06-16 | b2b0cde | 5,931 B | A | view · diff |
| git:20260615.b734c35 | 2026-06-15 | b734c35 | 5,909 B | A | view · diff |
| git:20260615.7a62936 | 2026-06-15 | 7a62936 | 4,322 B | A | view · diff |
| git:20260519.dc15fe2 | 2026-05-19 | dc15fe2 | 4,164 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 (5903 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_xytgn2ezbllyimot GET https://markdownregistry.com/api/v1/resolve?ref=yogsoth-ai/de-anthropocentric-research-engine/benchmark-archaeology GET https://markdownregistry.com/api/v1/blob/6e9f5d1fed037b6994e64a7388588cb70a451220eca1d6b82b22875b3c38f643
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.