nw-pbt-dotnet

nw-pbt-dotnet is a skill for Claude Code from nWave-ai/nWave. It costs 25 tokens per session (1,451 once invoked), scanned A, original, MIT.

A guide to property-based testing in .NET, the Microsoft platform used by C# and F#. It covers FsCheck, CsCheck, and fsharp-hedgehog for generating test data and checking general rules.

In plain words
What is it for?
Use it to test C# or F# code with generated values, write properties such as sorting invariants, and choose a suitable testing library for the project.
Why use it?
It helps find unexpected cases beyond fixed examples and gives language-specific choices for shrinking failures, stateful tests, and concurrent tests.

Skill for Claude Code

Written for Claude Code: user-invocable in frontmatter. Also seen: agent in frontmatter.

Good fit Use it to test C# or F# code with generated values, write properties such as sorting invariants, and choose a suitable testing library for the project.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/nwave-ai/nwave/nw-pbt-dotnet
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add nWave-ai/nWave --skill nw-pbt-dotnet
Clone the repo
git clone --depth 1 https://github.com/nWave-ai/nWave

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.

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README.md
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Your own site
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Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

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Your own site · 80×15
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Per session 25 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,451 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 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 $0.00025 $0.01451
Opus 5.5 $0.00010 $0.00580
Sonnet 5.5 $0.00005 $0.00290
Haiku 4.5 $0.00003 $0.00145

Measured 4d ago against content hash ced88a11002d, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

nw-pbt-dotnet scanned grade A with 0 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 4d 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.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

nWave/skills/nw-pbt-dotnet/SKILL.md · 199 lines

How it starts

The opening of the file, as written. The whole thing — 199 lines — stays where its author put it; the contents beside it link to each section on GitHub.

PBT .NET -- FsCheck + CsCheck (C#/F#)

Framework Selection

Framework Language Shrinking Stateful Parallel Choose When
FsCheck C#/F# Type-based No No F#-first projects, or C# needing mature PBT
CsCheck C# PCG-based Yes Yes (linearizability) C# projects needing concurrent testing
fsharp-hedgehog F# Integrated No No F# projects wanting modern integrated shrinking

C# default: CsCheck (better shrinking, stateful + parallel). F# default: FsCheck or fsharp-hedgehog.

Quick Start (FsCheck)

// C#
using FsCheck; using FsCheck.Xunit;

public class SortProperties
{
    [Property]
    public bool SortPreservesLength(List<int> xs) =>
        xs.OrderBy(x => x).Count() == xs.Count;
}
// F#
open FsCheck

let propSortIdempotent (xs: int list) =
    List.sort (List.sort xs) = List.sort xs

Check.Quick propSortIdempotent

Generator Cheat Sheet (FsCheck)

C#

Arb.Generate<int>()                    // any int
Gen.Choose(0, 100)                     // bounded
Arb.Generate<string>()
Arb.Generate<List<int>>()

// Custom generator
public static Arbitrary<Email> EmailArb() =>
    Arb.From(
        from name in Arb.Generate<NonEmptyString>()
        select new Email($"{name}@example.com")
    );

Arb.Register<MyGenerators>();          // register custom arbitraries

F#

Gen.choose (0, 100)
Gen.elements [1; 2; 3]
Gen.oneof [gen1; gen2]
Gen.frequency [(80, gen1); (20, gen2)]
Gen.listOf (Gen.choose (0, 100))

Gen.choose (0, 100) |> Gen.map (fun x -> x * 2)

gen {
    let! xs = Gen.listOf (Gen.choose (0, 100))
    let! x = Gen.elements xs
    return (xs, x)
}

Quick Start (CsCheck)

using CsCheck;

[Fact]
public void Sort_Preserves_Length()
{
    Gen.Int.Array
       .Sample(arr => arr.OrderBy(x => x).Count() == arr.Length);
}

CsCheck Generators

Gen.Int                                // any int
Gen.Int[0, 100]                        // bounded
Gen.Double
Gen.String
Gen.Bool
Gen.Int.Array                          // int[]
Gen.Int.List                           // List<int>
Gen.Int.HashSet                        // HashSet<int>
Gen.Int.Select(x => x * 2)            // map
Gen.Select(Gen.String, Gen.Int, (name, age) => new User(name, age))
Gen.OneOf(Gen.Int.Select(x => (object)x), Gen.String.Select(x => (object)x))
Gen.Int.Where(x => x > 0)             // filter

Read the full file on GitHub · 199 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. 4d ago First seen · 199 lines · 25 tokens per session scan A ced88a11002d

Subscribe to this mod's changes

nw-pbt-dotnet is a skill published in the GitHub repository nWave-ai/nWave (631 stars, last pushed yesterday), licensed MIT. It adds 25 tokens to every session and 1,451 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-11-03.

Related

nw-pbt-dotnet compared with skills from other repositories

nw-pbt-dotnet next to 6 skills from other repositories
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nw-pbt-dotnetnWave-ai/nWaveSkill631yesterdayMITA25Claude Code
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csharp-tunitMarieLynneBlock/arcanum-artifexSkill41mo agononeA18Claude Code, Codex
csharp-nunitMarieLynneBlock/arcanum-artifexSkill41mo agononeA17Claude Code, Codex
csharp-xunitMarieLynneBlock/arcanum-artifexSkill41mo agononeA18Claude Code, Codex