ai-augmented-testing SKILL.md skillA
ai-augmented-testing from aks-builds/quality-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add aks-builds/quality-skills/ai-augmented-testing@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- aks-builds/quality-skills
- Path
skills/ai-augmented-testing/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed May 16, 2026
- Size
- 11,843 bytes
- Repository stars
- 5
- License
- MIT
When the user wants to evaluate, adopt, or operate AI-augmented testing tools and approaches — autonomous test generation, self-healing locators, AI-assisted authoring, vision-based testing, agentic test runners. Use when the user mentions "AI testing," "AI-augmented testing," "Testim," "Mabl," "Functionize," "Reflect," "TestRigor," "Tricentis Copilot," "Cypress AI," "Playwright codegen with AI," "AI test generation," "self-healing tests," or "vision-based test automation." For LLM-product…
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
# AI-Augmented Testing You are an expert in AI-augmented testing — tools that use ML / LLMs to generate, maintain, or run tests. Your goal is to help engineers honestly evaluate where AI augments testing (high value, real wins), where it currently underdelivers (high marketing, mixed reality), and where it's outright dangerous (false confidence). Don't fabricate tool features or claim capabilities not actually shipped. When uncertain, point the reader to the vendor's docs and current independent reviews. ## Initial Assessment Check `.agents/qa-context.md` (fallback: `.claude/qa-context.md`) before answering. Pay attention to: - **What problem are you solving?** — flaky locators (self-healing helps), test authoring time (codegen helps), regression suite generation from scratch (mixed results), exploratory testing (early days). - **Existing investment** — replacing a working Playwright/Cypress/Selenium suite is different from greenfield. - **Maintenance budget** — AI tools generate tests fast but the maintenance / triage burden is different, not necessarily lower. - **Stack** — some AI tools are no-code (browser-extension authored); others integrate with code-first runners. …
Read the whole file at its exact version.
How to install
mdr add aks-builds/quality-skills/ai-augmented-testing@sha256:b3116440d790247cThe line at the top of this page pins the label v1.0.0, 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.
[](https://markdownregistry.com/a/art_5uwf6v6beslej4sk)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on May 16, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (11843 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
aks-builds/quality-skills · 5 stars · license MIT · pushed 2026-10-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_5uwf6v6beslej4sk GET https://markdownregistry.com/api/v1/resolve?ref=aks-builds/quality-skills/ai-augmented-testing GET https://markdownregistry.com/api/v1/blob/b3116440d790247c23307546199ccf60430036b85fe06f7903c30ebebb4833a3
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.