Testing Qa AI Skills

Creates and configures NestJS modules, controllers, services, DTOs, guards, and interceptors for enterprise-grade TypeScript backend applications. Use when building NestJS REST APIs or GraphQL…

Designs and implements pytest test suites for Python libraries with fixtures, parametrization, mocking, Hypothesis property-based testing, and CI configuration. Use when creating tests, improving…

Create custom AI subagents with proper plugin structure, persona generation, and companion routing skills.

Narrow conversion skill. Invoke only when the user explicitly asks to convert an existing local or blob-hosted HTML analytics report into a Google Doc, DOCX, or shareable document.

Writing benchmarks. BenchmarkDotNet setup, memory diagnosers, baselines, result analysis.

Design the shape of a delivery pipeline — what each stage actually proves, what gates what, where verification belongs, and how a run reports the truth instead of a green tick. Use when a pipeline is…

Use when designing and executing load testing, stress testing, endurance testing, spike testing, and performance testing. Includes test planning, test script creation, result analysis, and performance…

Power Platform Testing Strategy. Use when: writing unit tests, E2E tests, Vitest/Jest setup, Playwright, Canvas App testing, plugin testing with FakeXrmEasy, Solution Checker, accessibility testing…

Compare real-world design-system patterns when specifying, auditing, or naming a component and current external references would improve the decision.

Inspect Playwright trace files from the command line — list actions, view requests, console, errors, snapshots and screenshots.

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

QA test plan for a sprint — classifies stories by Logic/Integration/Visual/UI, covers automated tests, manual cases, smoke scope.

Property-based testing with Hypothesis for discovering edge cases and validating invariants. Use when implementing comprehensive test coverage, testing complex logic with many inputs, or validating…

Estructura un análisis de retención, investigación de churn o deep-dive de engagement para cualquier equipo de producto. Utiliza cuando se te pida analizar la retención de usuarios, investigar churn,…

Turns rough notes, bullet points, voice transcripts, or tweet dumps into a polished, publication-ready blog post. Optionally enriches with Tavily research to add supporting data and credibility to…

Evaluate film and TV scripts across ideological, artistic, and entertainment value dimensions, producing structured scoring reports with follow-up recommendations. Use when assessing script…

Testing API rate limiting implementations including throttling behavior, burst handling, rate limit headers, and distributed rate limiting patterns.

Run evaluation tests against an agent to assess quality and archetype resistance

Apply RED-GREEN-REFACTOR with Pest v4 (PHP 8.3+) for Symfony via the PHPUnit bridge; Foundry factories, WebTestCase, verify failures first

Currency analysis, FX rate forecast, carry trade analysis, purchasing power parity, central bank divergence, currency regime, dollar index DXY, forex strategy, exchange rate modeling, capital flow…

Move quality earlier in the development lifecycle. Covers dev/QA pairing patterns, Three Amigos sessions, TDD facilitation (Red-Green-Refactor), PR review checklists for testability, and Definition of…

작업 완료 후 코드 검증 (타입체크, 린트, 테스트, 빌드). Triggers on: 검증, verify, 테스트 돌려, 빌드 확인, 타입체크. NOT for: E2E 테스트, 코드 작성, 구현.

Use when summarizing agent evaluations where autonomous, assisted, failed, timed-out, or invalid outcomes must remain distinct and comparable.

Automate browser testing, web scraping, and user workflow testing with Playwright across multiple browsers. Use when writing end-to-end tests for web applications, automating repetitive browser tasks,…

Adding auth to Blazor. AuthorizeView, CascadingAuthenticationState, Identity UI, per-model flows.

Convert markdown plans into beads with dependencies using br CLI. Use when creating task graphs, polishing beads before implementation, or bridging planning to agent swarm execution.

Use when writing shell-native tests for CLI tools, sourced Bash libraries, or REST APIs, especially when process boundaries, shell state, and exit/output behavior must be verified end-to-end.

Prepare and run a release you can explain and undo — exact artifact identity, environment parity, config and secrets, a rollout strategy matched to blast radius, and a preflight that names the abort…

Use when a strategy must be judged against a benchmark index rather than on raw return: alpha, beta, tracking error, information ratio and Brinson-Fachler allocation and selection effects.…

Plan design-system architecture and governance from existing components, tokens, ownership, and product adoption. Use for system-level changes rather than one component implementation.

Reflect on another agent's recent execution record and propose the smallest durable instruction, skill, or tool-description change. Use for evidence-backed coaching proposals, never hot-swaps.

Prompt for generating an AGENTS.md file for a repository

Designs incremental migration strategies, identifies service boundaries, produces dependency maps and migration roadmaps, and generates API facade designs for aging codebases. Use when modernizing…

Verify assumptions before implementing large or risky changes to APIs, provider data, billing, pricing, quotas, or defaults. Use when a mistake could affect customers or the user asks if a change is…

Snapshot test email templates using Verify to catch regressions. Validates rendered HTML output matches approved baseline. Works with MJML templates and any email renderer.

When multiple tests fail, assign each failing test file to a separate subagent that fixes it independently in parallel.

Generates a structured implementation report reflecting on a just-completed feature — what was done, divergences, challenges. Use right after finishing an implementation, as the input to a system…

Archived DESIGN.md impact experiment compatibility gate. Use when an old Lab #01 run is requested, but do not generate new legacy 9/12-section documents; direct new experiments to the Core v2…

Use this skill when the user says 'write tests', 'add tests', 'test coverage', 'unit tests', 'integration tests', 'component tests', 'mocking', 'edge cases', or needs to generate tests with proper…

Operates HyperExecute end-to-end for TestMu AI/LambdaTest cloud test execution: analyze projects, create YAML, validate locally, run CLI jobs, debug failures, and wire CI. Use when the user mentions…

Generate tests that do not exist yet. Analyzes coverage gaps, then writes and runs new test files across three tiers (unit, integration via testcontainers, Playwright E2E), one test-generator agent…

Testing API schema evolution patterns including additive changes, field deprecation, type widening, and backward-compatible migration strategies.

Applies repository-aware TypeScript test design, behavior evidence, isolation, and mock-boundary criteria. Use when writing or reviewing unit tests.

Generate an aggregate agent quality report from evaluation results, showing scores, regressions, and recommendations

Apply statistical methods to financial data including descriptive statistics, covariance estimation, regression, hypothesis testing, and resampling. Use when the user asks about return distributions,…

Apply RED-GREEN-REFACTOR with PHPUnit 10/11 for Symfony; KernelTestCase/WebTestCase, attributes (#[Test]/#[DataProvider]), Foundry

Scheduled probes that run CONTINUOUSLY after release. Covers probe design for critical user journeys, alerting integration, SLA validation, multi-region monitoring, and the boundary between QA and…

Agents should invoke this skill when defects, regressions, failed tests, unexpected behavior, or spec mismatches are found. Produces structured reproducible bug reports with severity, evidence,…

Structure Finnish child law arrangements from the child's best-interest standpoint: custody, residence and visitation under the Child Custody Act (361/1983), child maintenance under Act 704/1975, and…

Evaluate agent behavior with versioned cases and explicit verifiers. Use when comparing agent or prompt changes, reproducing failures, or running agent regression tests.

Building Blazor components. Lifecycle, state management, JS interop, EditForm validation, QuickGrid.