ai-test-generator SKILL.md skillA
ai-test-generator from testland/qa is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add testland/qa/ai-test-generator@git:20260813.83125c6Pins git:20260813.83125c6 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- testland/qa
- Path
plugins/qa-ai-assisted/skills/ai-test-generator/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260813.83125c6, committed Aug 13, 2026
- First version recorded
- Jul 18, 2026
- Size
- 6,774 bytes
- Repository stars
- 11
- License
- MIT
Generates tests from natural-language specs (acceptance criteria, user stories, requirements) using an LLM, with confidence scoring per test case (LLM self-assessment plus heuristics: assertion quality, naming, completeness), batching uncertain cases for human review, and integration with the team's existing test framework. Use when the user asks to generate unit tests from acceptance criteria, convert user stories to test cases, automate test creation from requirements, or augment a…
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-test-generator
## Overview
This skill provides an **augmentation framework** for converting acceptance criteria (ACs) into test code: AI generates, the team curates. Generated tests are scored for confidence and reviewed adversarially before merge.
## Step 1 - Define the input
```yaml
# input/cart-promo.yaml
spec_source: "stories/LIN-1234.md"
acceptance_criteria:
- id: AC-1.1
description: "Valid promo 'WELCOME10' reduces subtotal by 10%"
inputs:
cart_total: 24.99
promo_code: "WELCOME10"
expected:
subtotal_after: 22.49
message: "Code applied"
- id: AC-1.2
description: "Expired promo shows error 'This code has expired'"
inputs:
cart_total: 24.99
promo_code: "EXPIRED50"
expected:
subtotal_after: 24.99
error: "This code has expired"
```
## Step 2 - Run the generator
Generate one test per AC. Core loop below; full script with helpers and the
project-conventions injection is in
[references/generation-and-scoring.md](references/generation-and-scoring.md).
```python
# scripts/ai-gen.py
import openai
system = ("Generate one test per AC in {framework} using the project's test "
…Read the whole file at its exact version.
How to install
mdr add testland/qa/ai-test-generator@sha256:93cc59ed12feac33The line at the top of this page pins the label git:20260813.83125c6, 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_457kcly64oncn3yk)
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Versions
The registry has recorded 5 versions of this file, between Jul 18, 2026 and Aug 13, 2026, about one every 7 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260813.83125c6 latest | 2026-08-13 | 83125c6 | 6,774 B | A | view · diff |
| git:20260728.1bce424 | 2026-07-28 | 1bce424 | 6,772 B | A | view · diff |
| git:20260724.26faef0 | 2026-07-24 | 26faef0 | 8,872 B | A | view · diff |
| git:20260724.d4db756 | 2026-07-24 | d4db756 | 7,548 B | A | view · diff |
| git:20260718.ab29907 | 2026-07-18 | ab29907 | 7,587 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 (6774 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
testland/qa · 11 stars · license MIT · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_457kcly64oncn3yk GET https://markdownregistry.com/api/v1/resolve?ref=testland/qa/ai-test-generator GET https://markdownregistry.com/api/v1/blob/93cc59ed12feac3377e8b6895ac1ceb1efa6bd970cb2f24fdf781cb35af40996
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.