Generate and run end-to-end tests with Playwright.
Comprehensive Go code review for idiomatic patterns, concurrency safety, error handling, and security.
Enforce TDD workflow for Kotlin. Write Kotest tests first, then implement. Verify 80%+ coverage with Kover.
Comprehensive Rust code review for ownership, lifetimes, error handling, unsafe usage, and idiomatic patterns.
Enforce test-driven development workflow.
Comprehensive testing strategies for test-driven development and ensuring high-quality Go code.
Red team tactics principles based on MITRE ATT&CK.
4-phase systematic debugging methodology with root cause analysis and evidence-based verification.
Test-Driven Development workflow principles.
Testing patterns and principles. Unit, integration, mocking strategies.
Advanced vulnerability analysis principles.
Web application testing principles. E2E, Playwright, deep audit strategies.
Generate SOX sample selections, testing workpapers, and control assessments.
Handle student audio data, assessment records, and learning progress
Configure Speak for schools and organizations: SSO, teacher/student
Security best practices for Speak API keys, audio data privacy, student
Code-vs-spec comparator. Reads the source first-hand and compares it against written specification documents, classifying every divergence…
Review the quality of a Spec Kit preset or extension (the folder containing preset.yml or extension.yml, with commands/*.md…
Static Analysis Aggregator - Run applicable static, configuration, container, security, and stack checks with evidence.
Systematic Debugger - Reproduce, isolate, prove root causes, and produce a scoped fix plan.
Identity and Access Engineer - Design and implement secure authentication, authorization, federation, provisioning, sessions, and account…