noesisvision/nasde-toolkit · .claude/skills/nasde-benchmark-calibration/SKILL.md

nasde-benchmark-calibration skillA

nasde-benchmark-calibration is agent-read markdown (skill) from noesisvision/nasde-toolkit: Calibrate assessment rubrics by reviewing agent work in GitHub/GitLab PRs and feeding human comments back into the rubric. Use this skill when the user wants to: - Calibrate, tune, or sanity-check assessment criteria / dimensions of a benchmark - Review trial diffs alongside the LLM-as-a-Judge scores in a PR/MR - Investigate why judge scores feel off, too harsh, too lenient, or misaligned with how a human would grade the code - Pull review comments back from PRs/MRs and turn them into concrete r.

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.

How to install

Latest version
mdr add noesisvision/nasde-toolkit/nasde-benchmark-calibration@git:20260724.52efb3a
Exact content
mdr add noesisvision/nasde-toolkit/nasde-benchmark-calibration@sha256:3e066fbfdcfab2f1

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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_bic2qevvslx7yz3a.svg)](https://markdownregistry.com/a/art_bic2qevvslx7yz3a)

0 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260724.52efb3a latest2026-07-24 52efb3a 7,797 BA view · diff
git:20260608.bfa9af32026-06-08 bfa9af3 6,727 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 (7797 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

noesisvision/nasde-toolkit · 14 stars · license MIT · pushed 2026-09-12 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_bic2qevvslx7yz3a
GET https://markdownregistry.com/api/v1/resolve?ref=noesisvision/nasde-toolkit/nasde-benchmark-calibration
GET https://markdownregistry.com/api/v1/blob/3e066fbfdcfab2f18911f71713310fa78db286299947a526bf473264336401b1

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.