nw-pbt-go

nw-pbt-go is a skill for Claude Code from nWave-ai/nWave. It costs 15 tokens per session (1,645 once invoked), scanned A, original, MIT.

A guide to property-based testing in Go, the programming language, using the rapid and gopter libraries. It shows how to generate inputs and check rules across many cases.

In plain words
What is it for?
Use it to test Go functions with generated values, write properties such as preserving a list's length after sorting, and choose between rapid and gopter.
Why use it?
It helps uncover edge cases that a small set of hand-written tests may overlook and explains the trade-offs between the available Go libraries.

Skill for Claude Code

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

Good fit Use it to test Go functions with generated values, write properties such as preserving a list's length after sorting, and choose between rapid and gopter.

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

agentmods badge for nw-pbt-go

README.md
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Your own site
<a href="https://agentmods.dev/skills/nwave-ai/nwave/nw-pbt-go"><img src="https://agentmods.dev/badge/skills/nwave-ai/nwave/nw-pbt-go/github.svg" alt="Measured on agentmods" height="20"></a>

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.

agentmods 80×15 button for nw-pbt-go

Your own site · 80×15
<a href="https://agentmods.dev/skills/nwave-ai/nwave/nw-pbt-go"><img src="https://agentmods.dev/badge/skills/nwave-ai/nwave/nw-pbt-go.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 15 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,645 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 $0.00015 $0.01645
Opus 5.5 $0.00006 $0.00658
Sonnet 5.5 $0.00003 $0.00329
Haiku 4.5 $0.00002 $0.00164

Measured 4d ago against content hash 8fad6010188d, 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-go 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-go/SKILL.md · 234 lines

How it starts

The opening of the file, as written. The whole thing — 234 lines — stays where its author put it; the contents beside it link to each section on GitHub.

PBT Go -- rapid, gopter

Framework Selection

Framework Shrinking Stateful API Style Choose When
rapid Internal (Hypothesis-like) Yes (StateMachine) Idiomatic Go (*rapid.T) Default choice. Simpler API, better shrinking.
gopter Type-based Yes (commands) Explicit generator construction Need maximum control over generation

Default: rapid. More idiomatic Go API and fully automatic shrinking.

Quick Start (rapid)

import (
    "sort"
    "testing"
    "pgregory.net/rapid"
)

func TestSortPreservesLength(t *testing.T) {
    rapid.Check(t, func(t *rapid.T) {
        xs := rapid.SliceOf(rapid.Int()).Draw(t, "xs")
        sorted := make([]int, len(xs))
        copy(sorted, xs)
        sort.Ints(sorted)
        if len(sorted) != len(xs) {
            t.Fatalf("length changed: %d -> %d", len(xs), len(sorted))
        }
    })
}

// Run: go test

Generator Cheat Sheet (rapid)

Primitives

rapid.Int()                           // any int
rapid.IntRange(0, 99)                 // bounded
rapid.Int32()
rapid.Float64()
rapid.String()
rapid.StringN(1, 50, -1)             // min 1, max 50 chars
rapid.Bool()
rapid.Byte()

Collections

rapid.SliceOf(rapid.Int())
rapid.SliceOfN(rapid.Int(), 1, 10)   // min 1, max 10 elements
rapid.MapOf(rapid.String(), rapid.Int())

Combinators

rapid.OneOf(rapid.Int(), rapid.Int32()) // does not work for different types
rapid.SampledFrom([]string{"a", "b", "c"})
rapid.Just(42)

// Map (transform)
rapid.Map(rapid.Int(), func(x int) int { return x * 2 }) // even integers

// Filter
rapid.Filter(rapid.Int(), func(x int) bool { return x > 0 })
// Prefer: rapid.IntRange(1, math.MaxInt)

// Custom generator (draw pattern)
func userGen(t *rapid.T) User {
    return User{
        Name: rapid.StringN(1, 20, -1).Draw(t, "name"),
        Age:  rapid.IntRange(1, 120).Draw(t, "age"),
    }
}
// Use: rapid.Custom(userGen)

Read the full file on GitHub · 234 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 · 234 lines · 15 tokens per session scan A 8fad6010188d

Subscribe to this mod's changes

nw-pbt-go is a skill published in the GitHub repository nWave-ai/nWave (631 stars, last pushed yesterday), licensed MIT. It adds 15 tokens to every session and 1,645 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.

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