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Angular Spec Auditor
Testing
Independently audit an Angular component spec file against the project's migration guidelines.
TDD for NG Component Pattern Methods
Testing
Provides guidelines for writing unit tests using TDD for NG component pattern methods in ace_engine. Covers direct method invocation, state reset, API verification, branch coverage with paired tests, and avoiding common pitfalls like magic numbers or documentation-only tests.
Adversarial Review
Testing
Hostile review of specs and code that hunts bugs, edge cases, security holes, and ambiguity. Runs an orchestrated loop with subagents until only low-severity findings remain.
Property-based Testing with Hypothesis
Testing
Use Hypothesis for automatic test case generation, finding edge cases, and writing robust tests with minimal example shrinking.
Pre-merge behavioral QA
Testing
Validates a PR works by running the app, testing acceptance criteria, and cleaning up the environment.
Performance Benchmarking
Testing
Detects performance regressions by establishing baselines for page load times, Core Web Vitals, and resource sizes, then comparing before/after on each PR.
Exhaustive AI-Powered Code Review
Testing
Triggers on 'review' or '/review' to perform an exhaustive AI-powered code review using OpenAI Codex. It collects issue references from GitHub, Linear, and Sentry, reads any plan or referenced files, then runs a customizable review script on uncommitted changes or a specific branch/commit. Ideal before creating a pull request or after completing feature work.
Feedback Triage
Testing
Analyze user feedback on LLM conversations, localize bugs across the source/verifier/rewrite chain, and cross-check data drift.
Analyze GitHub Flake Issues
Testing
Expertise in analyzing flaky GitHub issues in the flutter/flutter repository, identifying failed builds and summarizing failure types.
Angular Conventions & Testing
Testing
Angular frontend conventions, patterns, and test infrastructure. Includes Jasmine tests, Component Harnesses, and HTTP testing examples.
Skyrim SE Geometry Compatibility Audit
Testing
Deep audit of Skyrim SE geometry compatibility for ByroRedux: BSTriShape packed geometry, shader dispatch, NPC equip, and multi-master load order.
Pytest Mocking Strategy
Testing
Master pytest mocking strategy: autospec vs manual mocks, AsyncMock patterns, mock factories, and what never to mock. Includes decision matrix.