Qa Review

Community

arjun988

qa-review

Production QA gate for Blender assets using viewport screenshots, validation checklists, naming audits, and ship/no-ship verdicts via MCP.

Overview

Publisher	arjun988
Repository	`blender-skills`
Skill name	`qa-review`
Stars	384
Forks	22
Bundled files	2
License	MIT
Links	Skill source Repository Homepage

Markdown instructions
A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.
Works with any LLM
AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.
2 bundled files
Scripts, templates, and references the model can read while it works. Files are read-only and never executed.
Open source
Published by arjun988 on GitHub. Read the source before you install it.

Installation

Install the Qa Review AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

Open the app and go to Plugins → Skills.
Choose "Install from GitHub".
Paste the skill folder URL below and confirm.
https://github.com/arjun988/blender-skills/tree/main/.claude/skills/qa-review
Enable the skill in any chat where you want it available.

Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills

git clone --depth 1 https://github.com/arjun988/blender-skills.git /tmp/blender-skills
mkdir -p .claude/skills
cp -r /tmp/blender-skills/.claude/skills/qa-review .claude/skills/qa-review

Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Qa Review in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Qa Review on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Qa Review is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

Loaded only when it is needed
The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.
Switch models mid-chat
Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

QA Review

Screenshot-backed review. Checklist gate. Explicit ship / no-ship.

When to Use

Before export or handoff
After major modeling/lookdev milestones
Reference-match final compare
Periodic scene health checks

Workflow


Gather brief budgets → Screenshot key angles → Run checklists
  → List defects (severity) → Fix or reject → Re-verify → Verdict

Required Screenshots

3/4 hero angle
Ortho or profile if proportion-critical
Wireframe or poly overview (optional but useful)
Material/light beauty
Vs reference (if reference task)

Use get_viewport_screenshot via MCP when connected.

Checklists (load as needed)

../references/validation-checklist.md
../references/visual-match-checklist.md (reference tasks)
../references/naming-conventions.md
../references/polycount-budgets.md

Defect Severity

Level	Meaning
Blocker	Wrong scale, broken normals, fails budget badly
Major	Silhouette/readability issues, bad pivots
Minor	Naming, minor shading, small gaps
Note	Optional polish

Verdict Template

markdown
## QA Verdict: [Asset]

**Result:** SHIP / SHIP WITH NOTES / NO-SHIP
**Budgets:** [tris/textures] vs target
**Screenshots:** [listed]
**Blockers:** ...
**Majors:** ...
**Minors:** ...
**Next actions:** ...

Constraints

MUST DO

Give explicit verdict
Attach or capture screenshots for visual claims
Re-check after fixes before flipping to SHIP

MUST NOT DO

Rubber-stamp without screenshots on visual tasks
Ignore budget overruns without approval

Reference Guide

Topic	Reference	Load When
Qa Verdict Template	`references/qa-verdict-template.md`	When needed
Screenshot Angles	`references/screenshot-angles.md`	When needed

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Qa Review AI skill do?

Production QA gate for Blender assets using viewport screenshots, validation checklists, naming audits, and ship/no-ship verdicts via MCP.

Why use Qa Review on TypingMind?

Because you install it once and use it with any model. Qa Review is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Qa Review in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/arjun988/blender-skills/tree/main/.claude/skills/qa-review. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Qa Review?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Qa Review?

As many as you like. As long as a model supports skills, you can use Qa Review with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Qa Review AI skill free?

Yes. It is published on GitHub by arjun988 under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

QA Review

When to Use

Workflow

Required Screenshots

Checklists (load as needed)

Defect Severity

Verdict Template

Constraints

MUST DO

MUST NOT DO

Reference Guide

Bundled files

Frequently asked questions

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