Home / nanaagyei / noetherkin · skills/benchmarks/SKILL.md · GitHub

benchmarks skillA

benchmarks is agent-read markdown (skill) from nanaagyei/noetherkin: Design and interpret reproducible Noetherkin benchmarks with controlled workloads and raw results. Use for performance comparisons, not unsupported improvement claims..

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

# Benchmarks

Read [runtime limits](references/runtime.md), [your contract](references/contract-benchmarks.md), and [evidence rules](references/evidence-model.md).

Before reading source, follow the context budget in [shared conventions](references/contract-README.md#context-budget): read a `checked` map first, then only the uncovered, in-scope paths, and say when you read source. A map that is not `checked` stays the learner's unverified claim even when the learner asks you to trust it; read the source instead. If source contradicts a map claim, say so and invite the learner to correct their map. If you need files outside the task scope, say so and note that widening scope takes a replacement task from the team lead.

1. State the decision the benchmark informs; pin artifact revision, environment, workload, metric, units, controls, warm-up, repetitions, and stop condition.
2. Ask the learner to predict the outcome. Keep commands and expected numbers labeled proposed until actual raw output is supplied.
…

Read the whole file at its exact version.

How to install

Latest version
mdr add nanaagyei/noetherkin/benchmarks@git:20260923.02eeb8a
Exact content
mdr add nanaagyei/noetherkin/benchmarks@sha256:04a2ec563513c1cc

Pin 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.

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Versions

versioncommittedcommitsizeaudit
git:20260923.02eeb8a latest2026-09-23 02eeb8a 1,789 BA view · diff
git:20260923.487b4c12026-09-23 487b4c1 1,445 BA view · diff
git:20260918.5eb7b142026-09-18 5eb7b14 1,225 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (1789 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

GitHub

nanaagyei/noetherkin · 4 stars · license Apache-2.0 · pushed 2026-09-25 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ktvm2jnxwt4iixhr
GET https://markdownregistry.com/api/v1/resolve?ref=nanaagyei/noetherkin/benchmarks
GET https://markdownregistry.com/api/v1/blob/04a2ec563513c1ccb04faeb569b31fba79bcff3d3ec5dddf8a2cf99cf13ebb53

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.

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