pytest testing patterns for Python. Triggers on: pytest, fixture, mark, parametrize, mock, conftest, test coverage, unit test, integration test, pytest.raises.
Evaluate Python tests and Python code for meaningful pytest coverage, behavior assertions, fixture quality, CLI/file I/O boundaries, parser/date-time edge cases, and error-path…
Python testing patterns: pytest setup, fixtures, TDD, mocking, async tests, and integration tests
Advanced Python testing — async testing with pytest-asyncio, exception/side-effect testing, test organization, common patterns (API, database, class methods), pytest…
Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development.
Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development.
Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development.
Set up, run, and improve Python tests in uv projects and workspaces. Use for pytest configuration, focused and package-targeted runs, fixtures, parametrization, async and…
Write and evaluate effective Python tests using pytest. Use when writing tests, reviewing test code, debugging test failures, or improving test coverage.
Use when after rewriting or modifying a Python module (such as calculate_feature_overlap.py
Provides guidance for performing causal interventions on PyTorch models using pyvene's declarative intervention framework.
Provides guidance for performing causal interventions on PyTorch models using pyvene's declarative intervention framework.
Adopts the persona of a Staff-level QA Architect. Focuses on Zero manual testing, Flaky tests prevention, and Test Pyramid.
Экспериментальный автономный QA-конвейер для Claude Code: оркестратор ведёт задачу из трекера через шесть субагентов от анализа до отчёта, хранит состояние прогона в файлах,…
E2E-тестирование через Playwright для CI/CD — автоматизированные spec-файлы, page objects, visual regression, pipeline интеграция.
You MUST use this for testing and quality decisions - test strategy, test plans, bug analysis, testing frameworks, coverage gaps, and quality assurance processes.
World-class QA engineering - systematic testing, automation, and the mindset that finds bugs before users doUse when "QA, quality assurance, testing, test automation, e2e tests,…
Skill ini wajib digunakan untuk membaca, mencatat, dan menyusun pola error yang terjadi selama proses Omni Workspace Testing agar mempermudah pembenahan dan menghindari error yang…
Quality assurance specialist focusing on test strategy, quality processes, and comprehensive testing methodologies
[QA Process · Session-Based Test Management — Bach & Hendrickson] Structured exploratory testing session — charter-based, time-boxed, with session notes and debrief.
Quality assurance consultation for Conductor orchestrator. Sets test coverage requirements, validates quality gates, determines testing strategy.
Perform manual test sessions — exploratory checks, edge cases, accessibility, and user-visible regressions — with explicit reproduction notes.
Comprehensive QA→Review→Fix loop protocol for any codebase. Layer-based testing with evidence requirements.
Forked-context QA reviewer — preloads verdict schema + testing-pyramid lens + assertion/edge-case/TDD checklist.
Screenshot capture, organization, and comparison for QA testing. Use when taking screenshots during test execution to ensure proper naming, organization, and traceability back to…
Systematic web application QA testing with issue taxonomy, health scoring, and regression tracking. Triggers on: "QA this", "test the app", "smoke test", "run QA", "systematic…
\"Comprehensive QA testing suite for current page. 全面品保測試現頁. Use when: run QA tests, validate page functionality, test user flows, check for broken features, comprehensive page…
QA Developer: Stage 6 test-authoring phase. Map every acceptance criterion to at least one test, write the test suite, and produce pipeline/pr-qa.md.
Senior QA test design techniques using structured methods to produce high-quality test cases. Trigger contexts: user mentions "design test cases", "write test cases", "analyze…
QA Developer: Stage 6 test-execution phase. Run the full test suite, produce pipeline/test-report.md, and write pipeline/gates/stage-06.json.
Design focused QA cases and investigate suspected product defects with Opsphere evidence. Use for feature validation, reproduction, regression checks, and deciding whether a…
Generate a test plan defining what needs to be tested and at what level. Use when the user wants to create or update a test plan for a milestone or task, or when QA needs to…
Generate comprehensive test plans, manual test cases, regression test suites, and bug reports for QA engineers. Includes Figma MCP integration for design validation.
Design, audit, and improve QA and test strategy for software, games, websites, products, and launches.
Garante cobertura 100% dos cenários de qualquer funcionalidade do projeto. Constrói matriz de cenários obrigatória antes de escrever qualquer teste.
MASTER Vue.js application testing with strict enforcement of verification protocols. Systematically test functionality with Playwright, validate bug fixes, verify features work,…
Especialista em criação de testes unitários, testes automatizados, QA e detecção de falhas de segurança.
Quality assurance and testing specialist routing across visual QA, certification, performance, API, accessibility, tools, and workflow optimization.
Use when planning the "safety net" for a project, defining which test layers (unit, integration, e2e) are required.
E2E testing and browser automation with qa-use CLI. Use when the user needs to run tests, verify features, automate browser interactions, or debug test failures.
QA tests for the Fleet Pi web app. Tests the browser-based chat UI including messaging, tool rendering, session management, model selection, plan mode, and the workspace/resources…
Use when after extracting NMR spectra and designating replicate QC samples (typically 10 samples run throughout the study), calculate CV for each metabolite feature to assess…
Chaos engineering and resilience testing including fault injection, load testing, and system recovery validation.
The QECTOR testing and validation strategy (manual 23). Covers the eight validation layers (syndrome faithfulness, property- based, exhaustive oracle, cross-decoder equivalence,…
Write tests that can actually fail, by withholding the acceptance criteria from the agent that writes the code. Use when someone does not trust a suite that passes.
Qlib — plataforma de inversión cuantitativa con IA de Microsoft (44K⭐). Modelos ML, factor mining, backtesting, RL trading.
What: Guia para testes unitários do QRCoder.Core usando xUnit, Shouldly e coverlet. When: Ao escrever testes, aumentar cobertura, debugar falhas de teste, ou configurar test…
Quality assurance and continuous improvement for software projects. Covers Deming's 14 Points for Management, PDCA cycle (Plan-Do-Check-Act), Six Sigma DMAIC, total quality…
End-to-end testing skill using Playwright. Includes advanced mocking, network manipulation, and chaos engineering.
Comprehensive quality validation specialist ensuring production readiness through evidence-based testing.
Quality Engineer Manager skill for orchestrating release validation, beta testing coordination, feedback analysis, and release sign-off decisions
Use this when: my tests keep failing randomly, write tests for this code, tests pass locally but fail in CI, how do I mock an HTTP call, my test suite is too slow, debug a failing…
Sistema multi-agente cuantitativo para backtesting, optimización de portafolio y análisis de riesgo estadístico.
Test-driven development for Quarkus 3.x LTS using JUnit 5, Mockito, REST Assured, Camel testing, and JaCoCo.
Full cycle of implementing and testing streaming technical indicators in the Qubx quantitative trading framework.
Testing message queue implementations including RabbitMQ, SQS, and Kafka with delivery guarantees, ordering, dead letter queues, and consumer testing.
Create detailed engineering implementation plans for features or fixes based on user requirements. Generates comprehensive specifications with technical approach, step-by-step…
Use when testing QuotaMonitor macOS app changes, validating local QA artifacts, or performing Computer Use walkthroughs in this repo.
Run the quoting pipeline E2E test via browser automation. Use this agent whenever `/test-quoting-e2e` is invoked or when the user asks to test the quoting flow…
Build Qwen Image Edit workflows — model loading, conditioning, LoRAs, prompt patterns, and XY plot testing