PolyTest AI 🚀

Universal Multi-Language AI Static Code Analyzer & Unit Test Generator

PolyTest AI is an advanced, high-speed, and intelligent static analysis dashboard and CLI platform. It recursively parses code constructs, models abstract syntax trees (ASTs), executes non-destructive Drycompile syntax linting, streams sandboxed subprocess telemetry, and generates fully functional unit test suites through secure, offline prompt caching.

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✨ Features & Capabilities

🌟 1. Holographic AST Class Parser

• Double-Column Code Explorer: Spring-animated workspace displaying imports, nested classes, static variables, and standalone functions.
• Real-time Token Inspector: Click on any class method to dynamically verify argument types, accessibility scopes (PUBLIC/PRIVATE), async/promise checks, and generate mock recommendations.

🛡️ 2. Drycompile Linter Workspace

• Isolated Compilation Dryruns: Runs non-destructive syntax verification via host compilers (node --check, javac -Xlint, gcc -fsyntax-only).
• Warning & Advisory Registry: Color-coded linter logs mapping target lines, severity levels, issue descriptions, and specific code remedies.

⏱️ 3. Cryptographic Prompt Cache (MD5)

• Instant Local Recovers: Computes MD5 checksum signatures derived from prompts and source files. If files are unchanged, it pulls from cache logs in 15ms, avoiding duplicate LLM API tokens charges.
• Visual Status Indicators: Watch the real-time cache toggle state transition from DISABLED to a glowing ACTIVE (HIT) displaying computed hash keys.

📊 4. Subprocess Subrunner Telemetry

• Real-time Process Tracking: Streams sandboxed process IDs (PIDs), CPU cycle graphs, and memory load metrics.
• Segmented Output Channels: Swap between Execution Logs (live standard streams), Run Metrics (model settings and dynamic coverage progress target bar), and Diagnostics lists.

📂 5. Interactive Explorer & Add File Wizard

• Custom Sandbox Registration: A glassmorphic creation dialog let developers inject custom source files (+ Add File), choose languages, assign test frameworks, and verify AST parsing immediately in state.

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📂 Directory Layout

├── app/                  # Host desktop wrappers
├── backend/              # Node.js + TypeScript REST API Server
│   ├── src/index.ts      # Express server routes
│   └── src/core/         # Language detectors, parsers, test generators, runners
├── cache/                # Encrypted MD5 local cache logs
├── cli/                  # High-performance CLI dashboard (Python)
├── core/                 # Core analysis modules (Python backend)
├── frontend/             # Premium React + Vite Developer Dashboard
│   ├── src/App.tsx       # Core dashboard workspace component
│   └── src/index.css     # Premium styling layers
├── prompt/               # Custom system LLM prompt models
├── report/               # Coverage audit HTML dashboards
└── tests/                # Generated framework unit test files

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🚀 Getting Started

Tier 1: Running the Interactive Web Dashboard Console

1. Start the REST API Engine (Node.js & TypeScript)

Configure parameters and launch the compilation server:

cd backend
npm install
npm run build
npm run dev

API engine boots up at: http://localhost:8000

2. Launch the Developer Dashboard Frontend

Launch the premium web workspace:

cd ../frontend
npm install
npm run dev

Dashboard console compiles and opens at: http://localhost:5173

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Tier 2: Running the Python CLI Dashboard

1. Setup Virtual Environment

source .venv/bin/activate
pip install -r requirements.txt

2. Initialize YAML Configuration

python3 -m cli.main init

3. Deep Static AST Analysis

python3 -m cli.main analyze src/calculator.py

4. Sandbox Test Generation (Dryrun Offline)

python3 -m cli.main generate src/ --mock --no-cache

5. Live AI API Suite compiles

export GEMINI_API_KEY="your_api_key_here"
python3 -m cli.main generate src/calculator.py --provider gemini --model gemini-1.5-flash

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🧪 Supported Test Frameworks

Language	Default Framework	Supported Frameworks	Linter Validator
TypeScript	Jest	Jest, Mocha	Node check (node --check)
JavaScript	Jest	Jest, Mocha	Node check (node --check)
Python	pytest	pytest, unittest	Python AST compilation
Java	JUnit 5	JUnit 5, JUnit 4	JDK compiler (javac)
C++	Google Test	Google Test	C++ compilation (g++ / clang++)
Go	testing	testing	Go tool compiler
C#	xUnit	xUnit	Roslyn compiler (csc)

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📜 License

Distributed under the MIT License. See LICENSE for details.