ๅผๅๅฎๆๅ็่ชๆฃ้จ็ฆ๏ผๆฟๆฏๅฏน็ ง + spec ๅ่ง + ้ช่ฏใ Use when: ๅผๅๅฎไบๅๅคๆ reviewใๅฃฐ็งฐๅฎๆไบใๅๅคไบคไปใ Not for: ๆถๅฐ review ๅ้ฆ๏ผ็จ receive-review๏ผใmerge๏ผ็จ merge-gate๏ผใ Output: Spec ๅ่งๆฅๅ๏ผๅซๆฟๆฏ่ฆ็ๅบฆ๏ผใ
ๅ่ทจๅฎถๆ peer-reviewer ๅ้ review ่ฏทๆฑ๏ผๅซไบไปถๅฅ๏ผใ Use when: ่ชๆฃ้่ฟๅๅๅค่ฏทๅ ถไป็ซ reviewใ Not for: ๆถๅฐ review ็ปๆ๏ผ็จ receive-review๏ผใ่ชๆฃ๏ผ็จ quality-gate๏ผใ Output: Review ่ฏทๆฑไฟก๏ผๅญๆกฃๅฐ review-notes/๏ผใ
Smart router to testing patterns and practices. Use when writing unit tests, creating mocks, testing edge cases, or working with Swift Testing and XCTest frameworks.
Identify flaky tests by comparing failures across multiple CI runs. Use when the user suspects flaky tests, sees intermittent failures, or wants to analyze test reliability.
Write end-to-end browser tests using Playwright.
Create Playwright E2E tests using Page Object Model pattern with database isolation
Django testing strategies with pytest-django, TDD methodology, factory_boy, mocking, coverage, and testing Django REST Framework APIs.
Go testing patterns including table-driven tests, subtests, benchmarks, fuzzing, and test coverage. Follows TDD methodology with idiomatic Go practices.
Load testing with k6/Artillery, response time thresholds, memory leak detection, N+1 query detection, and CI integration.
Property-based testing (PBT) patterns with fast-check (JS/TS), Hypothesis (Python), and gopter (Go). Generate random inputs, define invariants, shrink failures to minimal cases. Adapted from Trail of Bits. Use when testing pure functions, parsers, serializers, state machines, or any code where example-based tests miss edge cases.
Python testing strategies using pytest, TDD methodology, fixtures, mocking, parametrization, and coverage requirements.
Check reference SDK implementations using btca ask
Test-driven development for Spring Boot using JUnit 5, Mockito, MockMvc, Testcontainers, and JaCoCo. Use when adding features, fixing bugs, or refactoring.
Use this skill when writing new features, fixing bugs, or refactoring code. Enforces test-driven development with 80%+ coverage including unit, integration, and E2E tests.
Test pyramid decision matrix, coverage targets, when to write which test type, mock vs real dependency decisions, and test ROI analysis.
Test audio system (AudioSource loading, playback state, stop, spatial audio) against the audio example using the iwsdk CLI.
