testing-quality

testing-quality is a skill for Claude Code, Codex from clenci/arch-advisor. It costs 110 tokens per session (1,005 once invoked), scanned A, original, no licence file.

A guide to testing AI-agent systems, whose outputs can vary between runs, and to evaluating their quality before release.

In plain words
What is it for?
Use it to design evaluations, quality gates, regression tests, and reviews of language-model output, including checks performed by another language model.
Why use it?
It helps teams test more than whether software runs, including whether changing an agent causes its answers to become worse.

Skill for Claude CodeCodex

Part of the arch-advisor plugin — 15 skills, 1 command, 1 hook shipped together

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.

agentmods
npx agentmods add skills/clenci/arch-advisor/testing-quality
Any agent
npx skills add clenci/arch-advisor --skill testing-quality
Clone the repo
git clone --depth 1 https://github.com/clenci/arch-advisor

Made for: Claude Code, Codex.

Or install arch-advisor, the plugin that ships this one along with the rest of its 15 skills, 1 command, 1 hook.

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 testing-quality

README.md
[![agentmods](https://agentmods.dev/badge/skills/clenci/arch-advisor/testing-quality.svg)](https://agentmods.dev/skills/clenci/arch-advisor/testing-quality)
Your own site
<a href="https://agentmods.dev/skills/clenci/arch-advisor/testing-quality"><img src="https://agentmods.dev/badge/skills/clenci/arch-advisor/testing-quality.svg" alt="Measured on agentmods" height="20"></a>
Per session 110 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,005 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin unknown 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 $0.00110 $0.01005
Opus 5 $0.00055 $0.00502
Sonnet 5 $0.00022 $0.00201
Haiku 4.5 $0.00011 $0.00101

Measured 4d ago against content hash fad7c85c3559, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

testing-quality 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.

arch-advisor/skills/testing-quality/SKILL.md · 90 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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 · 90 lines · 110 tokens per session scan A fad7c85c3559

Subscribe to this mod's changes

testing-quality is a skill published in the GitHub repository clenci/arch-advisor (5 stars, last pushed 4mo ago), with no licence file. It adds 110 tokens to every session and 1,005 once invoked, about $0.0006 per session on Opus 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 2026-08-31.

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