Test Pipeline Skill

Run the comprehensive test suite for the VideoChunking project.

What This Skill Does

Executes the test suite and provides detailed feedback on:

• Test coverage across all modules
• Passing/failing tests with detailed output
• Performance metrics and benchmarks
• Code quality issues and recommendations

Test Execution Strategy

This skill will:

1. Check if pytest is installed and available
2. Run tests with appropriate markers and verbosity
3. Generate coverage reports showing tested vs untested code
4. Display test results clearly with context
5. Identify failing tests and suggest fixes
6. Recommend improvements for low-coverage areas

Usage

When invoked, the skill can run:

Full test suite with coverage

pytest --cov=src --cov-report=term --tb=short -v

Specific test modules

pytest tests/test_diarization.py -v

By test category

pytest -m "not slow"  # Skip slow tests
pytest -k "speaker"   # Only speaker-related tests

Test Categories

The project has comprehensive tests for:

Core Pipeline Components

• Audio Processing: tests/test_audio_processor.py
• Transcription: tests/test_transcriber.py
• Speaker Diarization: tests/test_diarization.py
• IC/OOC Classification: tests/test_classifier.py
• Knowledge Extraction: tests/test_knowledge_extractor.py

Processing Logic

• Chunking Logic: tests/test_chunker.py
• Formatting: tests/test_formatter.py
• Data Merging: tests/test_merger.py

Integration Tests

• End-to-End Pipeline: Full workflow validation
• Real-Time Processing: Live transcription and classification

Configuration & Validation

• Party Config: tests/test_party_config.py
• CLI Interface: Command-line argument validation

MCP Tool Integration

This skill can leverage the mcp__videochunking-dev__analyze_test_coverage and mcp__videochunking-dev__run_specific_test tools for enhanced test execution and reporting.

Output

Provides:

• Test results summary (passed/failed/skipped/errors)
• Detailed failure messages with stack traces
• Code coverage percentage by module
• Uncovered lines and missing test cases
• Performance benchmarks for slow tests
• Actionable suggestions for fixing failures

Interpreting Results

• Green (PASSED): Test executed successfully
• Red (FAILED): Assertion or logic error
• Yellow (SKIPPED): Test conditionally skipped
• Coverage < 80%: Consider adding more tests