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Grafana Panel & Viz Testing Strategy
Testing
Write unit and E2E tests for Grafana visualization panels and viz utilities following repo conventions. Covers builders, canvas draw-call snapshots, and anti-flake rules.
Pytest Mocking Strategy
Testing
Master pytest mocking: autospec, AsyncMock, mock factories, and when to avoid mocks. Includes a decision matrix for mocking vs real objects.
Frappe Faker Test Data Generator
Testing
Generate realistic, linked Frappe/ERPNext test records for any DocType using the bench faker CLI. Create seed data for testing, demos, or local repro and clean up with a single command.
Add e2e-selectors to Grafana frontend components
Testing
Adds versioned selectors to Grafana elements via data-testid, including audit/fix of Pathfinder guide targets.
NES Mapper/Compiler Audit
Testing
Audit the mapper abstraction, project builder, and CC65 compile path to ensure generated music data becomes a bootable NES ROM. Verify iNES header consistency, bank windows, and build correctness.
Apdex Score Calculator
Testing
Provides automated assistance for calculating Apdex scores during performance testing. Helps with step-by-step guidance, best practices, and generating production-ready configurations. Ideal for load testing, stress testing, and benchmarking tasks.
Verify Stage Completeness
Testing
Audits a stage diff before sign-off: ensures every new entity, service, resx template, and enum value lands in all required registries (EF Core, RLS, DI, translations).
Keyboard Navigation Tester
Testing
Automated assistance for testing keyboard navigation in frontend development.
TDD London School Workflow
Testing
Adopt the London School TDD approach: mock dependencies at boundaries, write failing tests first, then minimal code, and refactor.
Mechanical Failure Analysis
Testing
Systematic methodology for investigating mechanical component failures, enabling root cause identification through fractography, metallography, stress analysis, and structured problem-solving.
Test Retry Config
Testing
Auto-activating skill for test automation, providing step-by-step guidance for test retry configuration.
Pattern Detection & Compression Audit
Testing
Audit the pattern-detection and compression subsystem for round-trip integrity, schema, and parallelism. Verify lossless compression and correct decompression of patterns and references.