nasde-benchmark-creator

nasde-benchmark-creator is a skill for Claude Code from NoesisVision/nasde-toolkit. It costs 115 tokens per session (3,929 once invoked), scanned C, original, MIT.

A guide for creating benchmarks that evaluate coding agents inside isolated Docker environments. A benchmark is a collection of programming tasks scored by tests and by an assessment of the solution’s design.

In plain words
What is it for?
Use it to start benchmark projects, add coding tasks, configure agent variants, define assessment dimensions, and prepare verification scripts and Docker environments.
Why use it?
It provides the structure and safeguards needed to create runnable evaluations instead of judging agents informally. It also prevents line-ending problems that can stop shell scripts from running in Linux containers.

Skill for Claude Code

Written for Claude Code: installed under .claude/. Also seen: mentions CLAUDE.md; mentions subagents; positional $N argument.

Needs its repository: it reads a path above its own folder, which exists only inside the repository. The line is [ADR-012](../../../docs/adr/012-native-codex-gemini-skill-injection.md)..

Good fit Use it to start benchmark projects, add coding tasks, configure agent variants, define assessment dimensions, and prepare verification scripts and Docker environments.

Compare 6 skills from other repositories ↓
Install

Getting it into your agent

It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.

Clone the repo
git clone --depth 1 https://github.com/NoesisVision/nasde-toolkit
agentmods
npx agentmods add skills/noesisvision/nasde-toolkit/nasde-benchmark-creator

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for nasde-benchmark-creator

README.md
[![agentmods](https://agentmods.dev/badge/skills/noesisvision/nasde-toolkit/nasde-benchmark-creator.svg)](https://agentmods.dev/skills/noesisvision/nasde-toolkit/nasde-benchmark-creator)
Your own site
<a href="https://agentmods.dev/skills/noesisvision/nasde-toolkit/nasde-benchmark-creator"><img src="https://agentmods.dev/badge/skills/noesisvision/nasde-toolkit/nasde-benchmark-creator.svg" alt="Measured on agentmods" height="20"></a>
Per session 115 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,929 The whole file, excluding the scripts and references it only reads on demand.
Security scan C 2 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00115 $0.03929
Opus 5 $0.00057 $0.01965
Sonnet 5 $0.00023 $0.00786
Haiku 4.5 $0.00012 $0.00393

Measured 7d ago against content hash b706cc50c19e, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade C, and why

nasde-benchmark-creator scanned grade C with 2 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Recursive force deletehighDestructive command

rm -rf with a variable or a broad path is one typo away from removing the wrong tree.

RUN apt-get update && apt-get install -y git curl wget ca-certificates && rm -rf /var/lib/apt/lists/*

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

RUN apt-get update && apt-get install -y git curl wget ca-certificates && rm -rf /var/lib/apt/lists/*
.claude/skills/nasde-benchmark-creator/SKILL.md · 411 lines

How it starts

The opening of the file, as written. The whole thing — 411 lines — stays where its author put it; the contents beside it link to each section on GitHub.

NASDE Benchmark Creator

Create and configure coding agent benchmarks for evaluation with nasde. A benchmark is a set of coding tasks that AI agents solve inside isolated Docker containers, scored both by functional tests (pass/fail) and by an LLM-as-a-Judge architecture assessment.

Critical: line endings on Windows (read this first)

Benchmark scripts execute inside Linux sandboxes (Docker, Daytona). If tests/test.sh, solution/solve.sh, or environment/Dockerfile are checked out with CRLF line endings (the Windows git default when core.autocrlf=true and there is no .gitattributes), every trial fails immediately with:

bash: line 1: /tests/test.sh: cannot execute: required file not found

…because the kernel reads the shebang as #!/bin/bash\r and tries to execute a non-existent /bin/bash\r. The agent finishes its work, but the verifier never runs and Harbor reports RewardFileNotFoundError.

Mitigation (always do this for a new benchmark — nasde init does it for you, but verify):

  1. The benchmark repo MUST have a .gitattributes file enforcing LF for shell scripts and Dockerfiles. The minimum content:

    * text=auto eol=lf
    *.sh        text eol=lf
    *.bash      text eol=lf
    Dockerfile  text eol=lf
    *.dockerfile text eol=lf
    docker-compose.yaml text eol=lf
    docker-compose.yml  text eol=lf
    
    *.ps1       text eol=crlf
    *.bat       text eol=crlf
    *.cmd       text eol=crlf
    

    nasde init writes this automatically. If you are adding a benchmark to an existing repo without .gitattributes, create one before adding any task.

  2. When writing .sh or Dockerfile content programmatically on Windows, write with explicit LF — not path.write_text(content) (which translates \n\r\n on Windows), but path.write_text(content, encoding="utf-8", newline="") or open the file in binary mode.

  3. After committing on Windows for the first time, run:

    git add --renormalize .
    git commit -m "normalize line endings"
    

    to fix any files that landed before .gitattributes was in place.

Read the full file on GitHub · 411 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 7d ago First seen · 411 lines · 115 tokens per session scan C b706cc50c19e

Subscribe to this mod's changes

nasde-benchmark-creator is a skill published in the GitHub repository NoesisVision/nasde-toolkit (12 stars, last pushed yesterday), licensed MIT. It adds 115 tokens to every session and 3,929 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it C with 2 findings (recursive force delete, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.