Testing Qa AI Skills

Plan and execute off-page SEO including link building, digital PR, brand mentions, citation building, and external authority signals. Use this skill whenever the user wants to build backlinks, plan a…

Prioritization frameworks — RICE, WSJF, ICE, MoSCoW, and opportunity cost scoring for backlog ranking. Use when prioritizing features, comparing initiatives, justifying roadmap decisions, or…

Master code review best practices with constructive feedback patterns, quality assurance standards, review checklists, security considerations, and collaborative improvement techniques for…

When the user wants to reduce churn, build expansion revenue, automate customer success, or optimize net revenue retention. Also use when the user mentions 'churn,' 'retention,' 'expansion revenue,'…

Playwright E2E 测试模式、页面对象模型、配置、CI/CD 集成、工件管理和不稳定测试策略。

Multi-marketplace listing management — translation, pricing localization, BIL (Build International Listings)

Orchestrates the QUALITY pipeline stage for egregore work items, running code review, unbloat, and test updates. Use when running quality checks before a PR.

A/B test evaluation, cohort retention analysis, funnel metrics, and experiment-driven product decisions. Use when analyzing experiments, measuring feature adoption, diagnosing conversion drop-offs, or…

Expert-level Codeception testing skill for PHP applications. Covers acceptance, functional, and unit testing with the Actor pattern, BDD-style syntax, Page Objects, API testing, and database helpers.

Use when implementing client-side conditional orders such as if-touched, bracket, one-cancels-other or cross-asset triggers, evaluating a nested Boolean tree against market data and releasing each…

克劳德代码会话的正式评估框架，实施评估驱动开发（EDD）原则

FBA inventory planning — restock timing, safety stock, IPI score optimization, stranded inventory recovery

Advanced security analysis using GitHub CodeQL to find zero-day vulnerabilities, injection flaws, and security anti-patterns in source code.

Expert blueprint for AI pathfinding (tower defense, RTS, stealth) using NavigationAgent2D/3D, NavigationServer, avoidance, and dynamic navigation mesh generation. Use when implementing enemy AI, NPC…

Quality dimensions and review checklist for devop reviews

Use this skill when you need to model realistic performance workload, traffic, and acceptance assumptions; triggers include performance workload modeling.

Evaluate interface complexity by measuring information density, decision points, visual hierarchy, and task completion paths to reduce user cognitive burden.

Hono testing patterns - app.request(), test client, mocking environment, and integration testing strategies

Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. Use when implementing E2E tests, debugging flaky…

Structured plan review across 4 axes before writing any code (inspired by Garry Tan's workflow)

Profile a DeepStream pipeline with Nsight Systems and derive its configs from the measurement. Use when the user asks for an efficient, performant, or profiled pipeline — or to benchmark, tune, or…

Use when drafting an AAAI author response (rebuttal) under the single short character-limited author-feedback window, the no-URL rule, no-new-results guidance, AI-generated-review handling, and the…

Apex test execution, coverage analysis, and test-fix loops with 120-point scoring. Use when the user runs Apex tests, checks code coverage, fixes failing tests, or touches *Test.cls / *_Test.cls…

Generate unit tests with proper mocking for Python (unittest.mock/pytest) or Java (Mockito/JUnit) code. Use when users request test generation, unit tests with mocks, or testing code that has external…

Write personalized cold outreach emails to hiring managers and founders - specific, human, not a pitch deck

Help talent acquisition leaders, executive researchers, and sourcers build talent market maps that show where target talent sits, who employs it, and how it moves. Use when asked to map the talent…

Interpret product metrics against goals and surface actionable signals. Use when asked to analyse product health, review key metrics, investigate a performance issue, produce a health report, or…

Compare UX patterns, features, strengths, and gaps across rival products. Use when you need to know what others actually do. For deliberately adopting their conventions, use `jakobs-law`…

Use when the user asks to "monitor my launch", "track our Product Hunt / Hacker News ranking", or "watch the launch window"; runs the T-0 to T+30 window watch — pre-launch instrumentation verification…

Use this skill when you need to analyze production-incident evidence, impact, and follow-up actions; triggers include production incident analysis.

Automatically repair code violations of temporal properties using model-checking counterexamples as guidance. Use when working with formal verification results, temporal logic property violations…

Automated compliance testing using Open Policy Agent, Chef InSpec, and custom policy engines for security baseline validation.

<Verb-led statement of what the skill does, naming the real tools/libraries/databases/methods>. Use when <concrete trigger conditions and keywords a user's request would contain>. Part of the AlterLab…

Plan paid acquisition beyond Meta and Google Search. Use for LinkedIn, TikTok, Reddit, Bing, Pinterest, Quora, YouTube, or podcasts. Read README.md for the guide map.

Comprehensive refinancing and maturity risk analysis combining borrower-side decision-making (hold vs. refi vs. sell vs. extend vs. walk away) with lender-side gap analysis, extension feasibility…

Build an Apple-platform test strategy with Swift Testing for unit and integration coverage, XCTest for UI automation, deterministic fixtures, and concise agent-readable results.

Use when training a LightGBM model on tabular data in R and returning model metrics, feature importance ranking tables, and feature importance plots.

Retrieval-Augmented Generation patterns for grounded LLM responses. Use when building RAG pipelines, embedding documents, implementing hybrid search, contextual retrieval, HyDE, agentic RAG,…

Isolating and testing individual UI components with dependency mocking, state injection, and visual snapshot verification.

Orchestrate multiple Antigravity skills through guided workflows for SaaS MVP delivery, security audits, AI agent builds, and browser QA.

Use when building XGBoost models on tabular data and returning feature importance ranking outputs. Supports binary classification and regression with automatic task detection, train-test split,…

Write Android unit, Compose UI, and Hilt-integrated tests. Use when designing test behavior with MockK or coroutine test utilities; defer database/WorkManager-specific recipes to the owning feature…

Test-driven development workflow with test generation, coverage analysis, and multi-framework support

Testing concurrent code including race condition detection, deadlock prevention, thread safety verification, and parallel execution correctness.

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Automatically suggest tests for new functions and components. Use when new code is written, functions added, or user mentions testing. Creates test scaffolding with Jest, Vitest, Pytest patterns.…

How to test: screen readers, keyboard passes, automated checks and CI.

Guide to quality filtering raw VCF files before computing summary stats (Ts/Tv ratio, variant counts, AF distributions). Covers detecting raw VCFs via FILTER column and QUAL inspection, QUAL-based…

Testing application configurations including environment variable validation, feature flag combinations, config file parsing, and default value verification.

Proves the system works by writing and executing comprehensive test suites.

Estimates Fabric capacity cost before a migration by profiling Spark, SQL, Power BI, and Real-Time workloads, then recommending SKU size and comparing Reserved, Pay-As-You-Go, and Autoscale billing.…