Testing Qa AI Skills

Use when a product journey, production component path, UI/UX operation sequence, visual regression, or alignment review must be represented or audited in /ui-canvas with implementation-spec…

TDD: enforce RED-GREEN-REFACTOR, tests before code.

Generates PHPUnit tests in PHP. Covers assertions, data providers, mocking, and test doubles. Use when user mentions "PHPUnit", "TestCase", "assertEquals", "PHP test". Triggers on: "PHPUnit",…

Use this skill to test `rememberSaveable` round-trips with `StateRestorationTester`, the only supported tool for proving Compose state survives process death and configuration change. Covers the…

Comprehensive authentication and authorization bypass testing including session hijacking, privilege escalation, JWT manipulation, and access control verification

options income, covered call strategy, cash secured puts, credit spreads, iron condor, wheel strategy, premium selling, yield enhancement, defined risk income, monthly income options

T2 覆盖率评估：G2 PASS 后对照 diff、契约与 T1 Confluence；增量正文 + Apifox 补场景 + tests/e2e Playwright 入库。不生成 XMind。

Use when determining what test coverage ALREADY exists for a specific change (a PR, Jira key, Tech Breakdown doc, Testmo CSV, changed paths, or named component). Triggers on "what's already tested",…

Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or…

Create, edit, validate, and run Agent QA tests, suites, and hooks through MCP or CLI while preserving canonical IDs and schema contracts.

It's 11pm before your launch. Your PH page is ready but you have no idea what actually moves the ranking algorithm. Upvotes? Comments? Time-of-day? This is the hour-by-hour operations manual from…

Reasoning skill for HEDIS measure specification, enrollment logic, exclusion evaluation, NCQA audit requirements, and care gap prioritization. Use when the user asks about HEDIS measure definitions,…

Soak test protocol for extended play — what to observe and log for slow leaks, fatigue, late-appearing edge cases.

Web application testing principles. E2E, Playwright, deep audit strategies.

Interpret and explain a trained tabular machine-learning model (classification or regression) in MATLAB. Find which predictors, features, or columns matter most; explain why the model made a specific…

Failure taxonomy and allowed/forbidden repairs for a failing E2E test. Use when a Playwright/Maestro/Detox/XCUITest/Espresso/Appium test fails and you must decide whether to repair the test or route…

Systematic code review methodology, PR checklist, feedback techniques, and review automation patterns

Evaluates code quality through complexity analysis, lint results, code smell detection, and test health metrics. Use when assessing deployment readiness, configuring quality gates, scoring a codebase…

Generates production-grade Playwright automation scripts and E2E tests in TypeScript, JavaScript, Python, Java, or C#. Supports local execution and TestMu AI cloud across 3000+ browser/OS combinations…

Use this skill when you need to analyze how a code, configuration, or requirement change affects quality scope; triggers include change impact analysis.

Guidelines for .NET backend development with C#, ASP.NET Core, and Entity Framework Core

Comprehensive authentication testing including login flows, password policies, MFA, session management, account lockout, and SSO integration.

Comprehensive TDD patterns and practices for all programming languages, eliminating redundant testing guidance per agent.

Use when authoring NEW manual test cases in Gherkin format from a feature description, Jira ticket, acceptance criteria, PR, or design doc — the kind a QA engineer imports into Testmo. Triggers on…

Evaluate urban designs against comprehensive criteria drawn from all major global standards, certification systems, and theoretical frameworks. Generates detailed scorecards and improvement…

一站式深度亚马逊产品调研。分析任意ASIN，生成9份综合报告：产品信息提取、关键词研究、竞品分析、评论深度分析（需要登录以获得最佳结果）、销售/收入估算、listing优化审计、图片策略、可复用的listing模板和产品选品可行性评分。当用户提供亚马逊ASIN、产品URL或说'深度调研'/'深度分析'/'调研'/'product…

Debug, patch, and verify failed Agent QA runs from MCP evidence, artifacts, logs, and local code without hiding product or infrastructure defects.

Use when working with Maven build phases, goals, profiles, or customizing the build process for Java projects.

Use when designing release workflows, implementing CI/CD pipelines, managing staging and production environments, creating rollback procedures, and ensuring release quality. Includes deployment…

Estimate causal effects between exposures and outcomes using genetic variants as instrumental variables with TwoSampleMR. Implements IVW, MR-Egger, weighted median, and MR-PRESSO methods for robust…

Search the FPF knowledge base and display hypothesis details with assurance information

Workflow skill for driving the CalculiX MCP server over .inp decks — model inspection, in-place design-variable edits, ccx solve, .dat result reading, and result_mesh.json export for the viewer. Use…

Increase test coverage to 90% on a target zone with iterative writing and refactoring

Turn acceptance criteria into an executable test plan (scenarios, seed, selector gaps) before generating E2E code. Use when ACs exist but no runnable test plan does yet.

Comprehensive guide for developing in the Astro monorepo. Covers architecture, debugging, testing, and critical constraints. Use when working on features, fixes, tests, or understanding the codebase…

Structured debugging methodology, root cause analysis, logging strategies, and troubleshooting workflows

Run project commands with just. Check for justfile in project root, list available tasks, execute common operations like test, build, lint. Triggers on: run tests, build project, list tasks, check…

Generates Protractor E2E tests for Angular/AngularJS apps in JS/TS. NOTE: Protractor is officially deprecated — recommend Playwright or Cypress. Use when user mentions "Protractor",…

Evaluate one existing package or bounded package family from recorded evaluator evidence and a capability profile, then propose retain, simplify, strengthen, retire, or inconclusive without editing.…

Role-based and attribute-based access control testing including permission matrices, privilege escalation prevention, and resource-level authorization.

T3 UI 自动化：pytest+Playwright，1 功能用例 = 1 个 e2e 测试；路径读 MULTICA.md §2；在 deploy URL 执行。

Systematic workflow for verifying bug fixes to ensure quality and prevent regres...

E2E test automation using agent-browser CLI. Performs stable browser tests with snapshot-based accessibility trees and the ref system. Triggers: "E2E", "browser testing", "agent-browser", "write e2e…

Reason about SaMD (Software as a Medical Device) regulatory compliance for FDA, EU MDR, and global submissions. Use when the user asks about IEC 62304 safety classification, ISO 14971 risk management,…

Get a defensible answer out of a dataset — grain and denominators pinned, missing data accounted for, aggregates checked against their segments, and every number reproducible from raw input by a…

Import cookies from your real Chromium browser into the headless browse session. (gstack)

Use when implementing any feature or bugfix, before writing implementation code

Detect and correct for horizontal pleiotropy in Mendelian randomization analyses using MR-PRESSO for outlier removal, MR-Egger regression for directional pleiotropy, and Steiger filtering for variant…

Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring test-driven development of shell utilities.

Workflow skill for CalculiX modal analysis (*FREQUENCY steps) — natural frequencies and mode shapes via the CalculiX MCP. read_results returns the frequency table; export_results with mode=N renders…

Write unit and integration tests for Ledger Wallet apps. Use for Jest tests (Desktop/Mobile), MSW handlers and testing best practices. Applies to "*.test.*", "*.spec.*", "**/tests/**",…