nasde-benchmark-runner SKILL.md skillA

nasde-benchmark-runner from noesisvision/nasde-toolkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add noesisvision/nasde-toolkit/nasde-benchmark-runner@git:20261015.c277e21

Pins git:20261015.c277e21 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
noesisvision/nasde-toolkit
Path
.claude/skills/nasde-benchmark-runner/SKILL.md
Versions recorded
8
Latest version
git:20261015.c277e21, committed Oct 15, 2026
First version recorded
May 9, 2026
Size
30,289 bytes
Repository stars
14
License
MIT

Run coding agent benchmarks and verify results with nasde. Use this skill when the user wants to: - Run a benchmark (all tasks, single task, specific variant) - Re-run assessment evaluation on existing trial results - Check or verify results in Opik (traces, feedback scores, experiments) - Troubleshoot a failed benchmark run - View or compare trial results Even if the user doesn't say "benchmark" — if they're talking about running evaluations, checking scores, or analyzing agent performance…

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

# NASDE Benchmark Runner

Run coding agent benchmarks with `nasde` and verify results. The two-stage pipeline: Harbor runs agents in Docker containers (functional test → reward 0/1), then an LLM-as-a-Judge scores architecture quality across multiple dimensions.

## Authentication setup

Before running any benchmark, set up authentication tokens for the agents you plan to run. Both OS and auth method matter — pick the right command per row.

### Step 1 — Ask the user which auth they prefer

**Always ask the user before running, never assume.** Two questions:

1. **Which agents will you run?** (Claude / Codex / Gemini, any combination)
2. **For each agent, OAuth (subscription) or API key (per-token billing)?** Default recommendation: OAuth where available — no per-token cost, no env vars to manage.

Then detect their OS and pick the matching script row from the table below. On Windows, also ask whether they're in **PowerShell** or **WSL** (cmd.exe is not directly supported — see "Windows: cmd.exe" below).

### Where the auth scripts live

The OAuth scripts ship inside this skill. After `nasde install-skills` they are at:
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add noesisvision/nasde-toolkit/nasde-benchmark-runner@sha256:7df699e0065e50bb

The line at the top of this page pins the label git:20261015.c277e21, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_w3rtyhsqxedfzj3y.svg)](https://markdownregistry.com/a/art_w3rtyhsqxedfzj3y)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 8 versions of this file, between May 9, 2026 and Oct 15, 2026, about one every 23 days.

versioncommittedcommitsizeaudit
git:20261015.c277e21 latest2026-10-15 c277e21 30,289 BA view · diff
git:20261015.7510ed02026-10-15 7510ed0 30,170 BA view · diff
git:20261015.093046b2026-10-15 093046b 30,170 BA view · diff
git:20260609.24653882026-06-09 2465388 30,170 BA view · diff
git:20260608.e689ab02026-06-08 e689ab0 20,151 BA view · diff
git:20260608.30215c92026-06-08 30215c9 19,965 BA view · diff
git:20260509.51adb3c2026-05-09 51adb3c 18,857 BA view · diff
git:20260509.1e1cece2026-05-09 1e1cece 18,444 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (30289 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 2026-10-15 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_w3rtyhsqxedfzj3y
GET https://markdownregistry.com/api/v1/resolve?ref=noesisvision/nasde-toolkit/nasde-benchmark-runner
GET https://markdownregistry.com/api/v1/blob/7df699e0065e50bbae17ae2bca2d1854dd7d0b0c96b331670121342d38d9e859

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.

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