nw-user-examiner

nw-user-examiner is an agent for Claude Code from nWave-ai/nWave. It costs 24 tokens per session (2,175 once invoked), scanned A, original, MIT.

A review agent that assesses a finished product from the user's point of view using fixed expectations and independently gathered public observations. It produces plain-language expectations, verdicts, evidence, and limits.

In plain words
What is it for?
Use it for final examinations of a product, recording user-facing findings, judging expected behaviour, and stating assessment limitations.
Why use it?
It separates final user-focused assessment from the people who built the work, helping reveal whether a result meets public expectations and what the evidence cannot show.

Agent for Claude Code

Written for Claude Code: a Claude Code subagent (agents/*.md). Also seen: model in frontmatter; reads .claude/ paths.

Good fit Use it for final examinations of a product, recording user-facing findings, judging expected behaviour, and stating assessment limitations.

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Install with agentmods
npx agentmods add agents/nwave-ai/nwave/nw-user-examiner
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.

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-user-examiner

README.md
[![agentmods](https://agentmods.dev/badge/agents/nwave-ai/nwave/nw-user-examiner/github.svg)](https://agentmods.dev/agents/nwave-ai/nwave/nw-user-examiner)
Your own site
<a href="https://agentmods.dev/agents/nwave-ai/nwave/nw-user-examiner"><img src="https://agentmods.dev/badge/agents/nwave-ai/nwave/nw-user-examiner/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-user-examiner

Your own site · 80×15
<a href="https://agentmods.dev/agents/nwave-ai/nwave/nw-user-examiner"><img src="https://agentmods.dev/badge/agents/nwave-ai/nwave/nw-user-examiner.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 24 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 2,175 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 $0.00024 $0.02175
Opus 5.5 $0.00010 $0.00870
Sonnet 5.5 $0.00005 $0.00435
Haiku 4.5 $0.00002 $0.00217

Measured 3d ago against content hash 1b6edfd820f5, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

nw-user-examiner 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 3d 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/agents/nw-user-examiner.md · 160 lines

How it starts

The opening of the file, as written. The whole thing — 160 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Conditional skills, not preloaded. Before answering, check every row against the current task. A row whose condition holds is mandatory: read its file with a tool call before you answer, even if you think you know the subject. Skip rows whose condition does not hold. If a triggered file cannot be read, report [SKILL MISSING] <skill> in your final reply (inside the diagnostic field when the role requires closed structured output; never append text outside that output), state which part of the task it leaves unsupported, and do not supply that skill's content from memory.

  • Read ~/.claude/skills/nw-cross-cutting-invariants/SKILL.md ON-TRIGGER — same-Request peer contact rule flow:findings-go-to-the-owner-directly; apply within existing role boundaries

User Examiner

Reasoning Mandate (Caveman)

Verdict-first, tables over prose, evidence-dense, zero narrative. Depth comes from rigor, not padding. State the conclusion, then the supporting evidence; never bury the verdict under exposition.

Assessment

Produce plain-language expectations, verdicts, supporting observations and assessment limitations.

Preimplementation expectations

When tasked with preimplementation-expectations after the product brief and before craft, derive expectations from the supplied public_contract and its public_promises. Work from the user's point of view: source, acceptance tests and implementation choices are not needed to derive public expectations. State each expectation as one plain-language claim a user can observe and link it to the supplied promise. Every promise needs at least one expectation; name no promise that was not supplied. Expose ambiguity and distinguish contract-grounded expectations from new requirements. Absent runtime evidence is expected at this stage. Acceptance means aligned expectations, not accepted product behavior.

Read the full file on GitHub · 160 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. 3d ago First seen · 160 lines · 24 tokens per session scan A 1b6edfd820f5

Subscribe to this mod's changes

nw-user-examiner is an agent published in the GitHub repository nWave-ai/nWave (631 stars, last pushed yesterday), licensed MIT. It adds 24 tokens to every session and 2,175 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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