ATID Studio - Student Workspace

What is inside

Three tools and a built-in guide

ATID Studio is a web-based workspace that runs locally on your machine and combines everything you need for AI-assisted test automation.

🧠

Context Studio

Extract live context from web pages, SQL databases, OpenAPI specs, mobile apps and load-test sources for AI-informed testing.

✍️

Prompt Studio

Build structured test-generation prompts from a rule matrix: language, runner, tool, POM, DDT, Allure and more.

🤖

Agent Studio

Generate, recommend and install agent, skill, rule and workflow files for Copilot, Cursor, Claude and Antigravity.

📖

Docs

An end-user guide built into the app (navbar → Docs), with "?" buttons that jump to the relevant page.

Deep dive

Working with the modules

Output is available as YAML, JSON or Markdown, ready to paste into a prompt.

🧠 Context Studio

Web pages: Playwright-based extraction, handles JS-heavy pages and accessibility data.
Web Auto-Crawler: clicks through an app and saves every page, SPA view and modal. rules mode uses no AI tokens.
SQL: SQLite, MySQL/MariaDB, MSSQL, PostgreSQL, Oracle.
API: extract endpoints from an OpenAPI spec.
Mobile: Android over ADB with a screen-by-screen crawler.
Load: load-testing sources.

✍️ Prompt Studio

Pick the language, test runner and tool.
Enable directives: POM (2-tier or layered), DDT, Allure, Global Setup.
Add optional context from Context Studio.
Generate the prompt, then copy or save it.
Send your settings to Agent Studio as conventions and rules.

🤖 Agent Studio

Catalog & My Library of agents, skills, rules and workflows.
Harnesses: files go to .github/, .cursor/, .claude/, .agents/, CLAUDE.md, AGENTS.md. You are asked before anything is overwritten.
Starter Kits, including the Spec-to-Tests Kit.
From Spec: upload PDF / DOCX / Markdown requirements and get recommendations.
AI generate with your own OpenAI / Anthropic / Gemini key.

Quick start

Up and running in four steps

You will need Python 3.10+ on your PATH, an internet connection, and the personal License Key provided by your instructor.

Download and extract

Use the button above and unzip the package into a folder of your choice.

Install

Double-click install_studio.bat. It creates the virtual environment (.venv) and installs all dependencies.

Launch

Double-click run_studio.bat. The console will display:

Starting ATID Studio on port 9000... Interactive Web UI: http://localhost:9000 OpenAPI Documentation: http://localhost:9000/docs

Log in with your License Key

Open http://localhost:9000, enter your key and click Login. The key and hardware fingerprint are validated against the ATID license server. Your session is remembered in that browser until the license expires.

Help

Troubleshooting & FAQ

Your session expired or the server restarted. Re-enter your License Key.

"Connection error" on login

Make sure you have internet access and the ATID license server is reachable.

Studio won't start

Check that Python is installed: python --version.

Port 9000 is already in use

Edit run_studio.bat and change --port 9000 to another port, e.g. 9001.

Web / accessibility extraction fails

Run playwright install chromium once.

Context extraction fails

Some sites block automated access. Try a different URL or switch to an API / DB source.

Can I use the studio offline?

Login requires an internet connection for the initial validation. Once logged in, most features work locally; AI agent calls need connectivity to your configured LLM provider.

Where is my data stored?

Locally, in atid_studio.db (SQLite). Nothing is uploaded to external servers except your license validation request. Your AI provider key stays in your browser.

Who do I contact for license issues?

Reach out to your instructor or ATID College support.

Unified QA Automation
& AI Agent Harness