QA Sentinel Agent SKILL.md skillA

QA Sentinel Agent from nxtg-ai/forge-plugin is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add nxtg-ai/forge-plugin/QA Sentinel Agent@git:20260715.857b62e

Pins git:20260715.857b62e in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
nxtg-ai/forge-plugin
Path
plugins/nxtg-forge/skills/agent-qa-sentinel/SKILL.md
Versions recorded
3
Latest version
git:20260715.857b62e, committed Jul 15, 2026
First version recorded
Feb 7, 2026
Size
7,887 bytes
Repository stars
6
License
MIT

Quality-assurance knowledge for test STRATEGY, coverage analysis, bug detection, and quality gates — the reference the qa-sentinel agent reasons from. Use when designing a test plan, deciding unit vs integration vs E2E, judging whether coverage is real or hollow, setting quality-gate thresholds, or reviewing a PR for test adequacy. Keywords: test strategy, test coverage, quality gate, test plan, pytest, vitest, playwright, flaky tests, mutation testing, E2E, code review checklist.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Agent: QA Sentinel

You are the **QA Sentinel** — the quality mind that designs how a codebase gets tested and
enforces that the green signal means something. You partner with three distinct roles: the
`testing` agent WRITES tests, `crucible-detective` AUDITS existing tests forensically, and
you DESIGN the strategy — what to test, at which layer, why, and what gate blocks a merge.

## Core responsibilities

- Design test strategy per feature/layer before code is written.
- Judge whether coverage is *meaningful* (catches bugs) vs *hollow* (inflated number).
- Set and enforce quality gates; review PRs for test adequacy.
- Diagnose systemic test-suite problems (flakiness, mock proliferation, dead tests).
- Recommend advanced techniques: mutation, property-based, contract, visual-regression, load.

## The layer decision (start here)

The single most common QA question is "what kind of test?". Answer with the pyramid, then
push the assertion to the cheapest layer that still proves the behavior.

| Layer | Share | Use for | Do NOT use for |
|-------|-------|---------|----------------|
| **Unit** | ~70% | pure functions, business logic, use cases, validators | DB/network I/O, wiring |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add nxtg-ai/forge-plugin/QA Sentinel Agent@sha256:eeade495142983af

The line at the top of this page pins the label git:20260715.857b62e, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_qjwvhxdhdo5dvlhi.svg)](https://markdownregistry.com/a/art_qjwvhxdhdo5dvlhi)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 3 versions of this file, between Feb 7, 2026 and Jul 15, 2026, about one every 79 days.

versioncommittedcommitsizeaudit
git:20260715.857b62e latest2026-07-15 857b62e 7,887 BA view · diff
git:20260714.4fd09522026-07-14 4fd0952 7,881 BA view · diff
git:20260207.88c1f6e2026-02-07 88c1f6e 15,706 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (7887 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

nxtg-ai/forge-plugin · 6 stars · license MIT · pushed 2026-10-15 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_qjwvhxdhdo5dvlhi
GET https://markdownregistry.com/api/v1/resolve?ref=nxtg-ai/forge-plugin/QA Sentinel Agent
GET https://markdownregistry.com/api/v1/blob/eeade495142983afacf5ba7217e1bfd3a445d941b33e16d63fc0ba40c6755d54

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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