qa-strategy

qa-strategy is a plugin for Claude Code from pnakhat/qa-ai-repo. Its manifest loads nothing; the 1 skill, 1 agent it bundles cost 237 tokens per session together, scanned A, original, MIT.

A planning tool that builds a quality-assurance strategy from a codebase and answers about the product, team, and delivery process. It produces a risk-based testing plan, meaning it focuses more effort on failures likely to cause the greatest harm.

In plain words
What is it for?
Use it to plan automation, quality gates, tools, rollout phases, and metrics such as escaped defects, test flakiness, and delivery-change failure rates.
Why use it?
Teams can otherwise adopt generic testing plans, measure activity without useful outcomes, or attempt a risky large rewrite. This tool ties recommendations to stated inputs and defines measurable checks for delivery pipelines.

Plugin for Claude Code

Written for Claude Code: a Claude Code plugin manifest.

Good fit Use it to plan automation, quality gates, tools, rollout phases, and metrics such as escaped defects, test flakiness, and delivery-change failure rates.

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Install in Claude Code
/plugin marketplace add pnakhat/qa-ai-repo
/plugin install qa-strategy
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/pnakhat/qa-ai-repo

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 qa-strategy

README.md
[![agentmods](https://agentmods.dev/badge/plugins/pnakhat/qa-ai-repo/qa-strategy/github.svg)](https://agentmods.dev/plugins/pnakhat/qa-ai-repo/qa-strategy)
Your own site
<a href="https://agentmods.dev/plugins/pnakhat/qa-ai-repo/qa-strategy"><img src="https://agentmods.dev/badge/plugins/pnakhat/qa-ai-repo/qa-strategy/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 qa-strategy

Your own site · 80×15
<a href="https://agentmods.dev/plugins/pnakhat/qa-ai-repo/qa-strategy"><img src="https://agentmods.dev/badge/plugins/pnakhat/qa-ai-repo/qa-strategy.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session not measured What this adds to a session before it is invoked.
When invoked not measured The manifest loads nothing itself; its 1 skill, 1 agent cost 237 tokens a session between them.
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.
Security

Grade A, and why

qa-strategy 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 10d 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.

qa-strategy/.claude-plugin/plugin.json · 18 lines

What it actually says

{
  "name": "qa-strategy",
  "displayName": "QA Strategy",
  "version": "0.10.0",
  "description": "Pre-fill what the codebase shows, then ask only the decision-relevant intake questions (product, stack, team size, release cadence) as multiple-choice option sets, then generate a tailored, risk-based QA strategy with an automation plan, quality gates, tooling, and a phased rollout. Scores features by likelihood × impact to focus coverage where it matters, and defines metrics (escape rate, DORA lead time / change fail rate / recovery time, flake rate, mutation score) with precise formulas and enforcing CI gates. Enforces guardrails against invented inputs, big-bang rewrites, one-size-fits-all strategies, testing theater, and vanity metrics with no gate — every recommendation must trace to a stated intake input and land as a measurable gate.",
  "author": {
    "name": "pnakhat"
  },
  "homepage": "https://github.com/pnakhat/qa-ai-repo/tree/main/qa-strategy",
  "repository": "https://github.com/pnakhat/qa-ai-repo",
  "license": "MIT",
  "keywords": [
    "qa",
    "testing",
    "qa-strategy"
  ]
}
Contents

What it installs

The manifest is a name and a version. 1 skill, 1 agent travel with it, and installing the plugin installs all of them — 237 tokens a session between them. Each is measured on its own page, and each can be installed alone.

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. 10d ago Changed cff0680544d6
  2. 11d ago First seen · 18 lines scan A 93ed7265170b

Subscribe to this mod's changes

qa-strategy is a plugin published in the GitHub repository pnakhat/qa-ai-repo (2 stars, last pushed 10d ago), licensed MIT. Its token cost is not measured: this kind of file is read by the harness, not the model. 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 2026-10-06.