ai-assisted-testing SKILL.md skillA
ai-assisted-testing from naodeng/awesome-qa-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add naodeng/awesome-qa-skills/ai-assisted-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
- naodeng/awesome-qa-skills
- Path
skills/en/testing-types/ai-assisted-testing/SKILL.md- Versions recorded
- 5
- Latest version
- v1.0.0, committed Oct 29, 2026
- First version recorded
- Mar 25, 2026
- Size
- 3,780 bytes
- Repository stars
- 301
- License
- a license file GitHub does not identify
Use this skill when you need AI-assisted testing workflows such as test data generation, root-cause analysis, and prioritization; triggers include AI-assisted testing and AI for QA.
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-Assisted Testing **Chinese version：** See the corresponding Chinese skill. ## When to Use - Need help with ai assisted testing in a real project context. - Need an output that can be used directly for execution, review, or follow-up. ## Workflow 1. Read and follow the main prompt listed under Progressive disclosure (coverage, structure, quality bar). 2. Add only project context that changes the result: scope, environment, constraints, risks, dependencies, expected deliverable. 3. If input is incomplete, return a usable first draft and explicitly mark assumptions and gaps. 4. Default to Markdown; switch formats only when the user asks. ## Domain Execution Essentials 1. Record input classification, sanitization, and allowed use. Replace identities, tokens, and personal data with non-reversible placeholders while retaining schema/business constraints. 2. Trace input snapshot→model/prompt version→AI draft ID→Human review→adopted version ID→acceptance evidence. Drafts do not automatically become execution assets. …
Read the whole file at its exact version.
How to install
mdr add naodeng/awesome-qa-skills/ai-assisted-testing@sha256:d5dd41f11ea67192The 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_kkqllvrzg5kphrlh)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Mar 25, 2026 and Oct 29, 2026, about one every 54 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-10-29 | 1d0d58f | 3,780 B | A | view · diff |
| git:20261011.7d9502b | 2026-10-11 | 7d9502b | 3,474 B | A | view · diff |
| git:20260903.6713296 | 2026-09-03 | 6713296 | 2,474 B | A | view · diff |
| git:20260803.f52f41e | 2026-08-03 | f52f41e | 2,468 B | A | view · diff |
| git:20260325.c371d73 | 2026-03-25 | c371d73 | 1,608 B | A | view |
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 (3780 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
naodeng/awesome-qa-skills · 301 stars · license a license file GitHub does not identify · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_kkqllvrzg5kphrlh GET https://markdownregistry.com/api/v1/resolve?ref=naodeng/awesome-qa-skills/ai-assisted-testing GET https://markdownregistry.com/api/v1/blob/d5dd41f11ea671926537b9cf30bd3af5c9c3b4f21fbdd89a072c9788f6aa5229
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.
More from naodeng/awesome-qa-skills
Every file in naodeng/awesome-qa-skills