MUST be called first for any QA-shaped request. Triggers — test plan, test strategy, test approach, regression scope, risk-based testing, exploratory testing, code review,…
Core module implementation for claude-flow v3. Implements DDD domains, clean architecture patterns, dependency injection, and modular TypeScript codebase with comprehensive…
Key commands for building, debugging, and testing in V8. Use when needing command syntax for gm.py, d8 flags, or run-tests.py. Do not use for environment setup.
Executes and interprets V8 tests. Use when running unittests, cctest, or mjsunit, or when debugging test failures. Do not use for building.
Catch broken schemas, bad references, anti-patterns, and inconsistent formatting before a schema repo or contract bundle ships downstream.
Validate MCP server connection, tool discovery, schema correctness, and functional behavior. 驗 MCP 伺服器連線、工具發現、模式正確性及功能行為。 Use when: verifying new MCP server implementation,…
Parse and validate PILES (Puzzle Input Line Entry System) notation for specifying piece fusion groups in jigsawR.
Validate API contracts using consumer-driven contract testing (Pact, Spring Cloud Contract). Use when performing specialized testing.
Extract actionable insights from books using Four-Layer Methodology: (1) Skeleton - conceptual frameworks and mental models, (2) Flesh - 2-3 detailed case studies including…
Introduce controlled failures to test system resilience. Kill processes, cut network, fill disk. Use when testing fault tolerance, disaster recovery, or resilience.
Verify API schemas and contracts match expected format. Validate request/response structures. Use when testing APIs, before integration, or after schema changes.
End-to-end user workflow testing. Test complete user flows from action to result. Use when testing full stack, customer scenarios, or complete purchase/login/flow paths.
Feed random/invalid inputs to find unexpected crashes. Use when testing input handling, security, or finding edge case bugs.
Test how components work together. Test database + API, auth + user service, etc. Use when testing multi-component flows or after unit tests pass.
Test system performance under load. Measure response time, throughput, and resource usage. Use when testing scale, capacity planning, or performance requirements.
Penetration testing - find security vulnerabilities. Test for SQL injection, XSS, auth bypass, etc. Use when security auditing or before deployments.
Verify no new bugs introduced since last release. Run full test suite against changes. Use when checking for regressions or before releases.
Quick sanity check to verify basic functionality works. Run fastest tests first. Use when needing quick verification before deeper testing.
Capture and compare UI/component snapshots to detect visual changes. Use when testing UI rendering, before visual changes, or for design systems.
Test individual functions and methods in isolation. Test happy path, edge cases, and error handling. Use when adding new functions, after bug fixes, or before commits.
Configure Vast.ai CI/CD integration with GitHub Actions and automated GPU testing. Use when setting up automated testing on GPU instances, or integrating Vast.ai provisioning into…
Rent your first GPU instance on Vast.ai and run a workload. Use when starting a new Vast.ai integration, testing your setup, or learning basic Vast.ai GPU rental patterns.
Configure Vast.ai local development with testing and fast iteration. Use when setting up a development environment, testing instance provisioning, or building a fast iteration…
Validate Vellum Assistant database and workspace migrations. Use when adding, editing, reviewing, or testing migrations, release-note migrations, persisted schemas, workspace file…
Select focused verification commands for Vellum Assistant changes. Use when deciding what tests, typechecks, lints, or smoke checks to run after editing this repository,…
Runs data quality diagnostics and baseline image classification. Produces class distribution tables, sample image grids, image size and channel statistics, a baseline CNN or…
Server-side extension that completes the full analysis pipeline for NLP text classification after vera-ai-nlp-testing has run.
Runs class balance diagnostics and baseline text classification for NLP tasks. Produces class distribution tables, text length statistics, vocabulary analysis, TF-IDF feature…
Server-side extension that completes the full analysis pipeline for structured/tabular data after vera-ai-structured-testing has run.
Runs data quality diagnostics and baseline classification/regression for structured (tabular) data. Produces missing value analysis, feature distributions, correlation matrix,…
Full CFA skill for measurement-model evaluation. Extends the initial CFA fit with reliability, convergent/discriminant validity, alternative-model comparison, modification-index…
Runs the CFA pipeline: collect indicator structure, check basic identification and estimator requirements, fit a primary CFA model, and report fit indices plus standardized…
Full SEM analysis skill. Extends the initial structural model with indirect effects, alternative-path comparison, multigroup testing, residual review, and manuscript-ready…
Structural equation modeling skill. Collects latent constructs and path structure, checks identification and estimator requirements, fits one primary SEM, and reports global fit…
Full longitudinal SEM skill for latent growth and change models. Extends the initial fit with nonlinear trajectories, latent-basis and change-score variants, subgroup comparisons,…
Longitudinal SEM skill for latent growth and change. Collects wave structure, checks whether a growth/change model is identified, fits an initial linear growth or latent change…
Server-side extension that completes the full analysis pipeline for binary outcome variables after vera-stat-binary-testing has run.
Runs class balance diagnostics and primary association tests for binary outcome variables (0/1, yes/no, survived/died, pass/fail).
Runs distribution diagnostics and primary hypothesis tests for continuous outcome variables. Produces Shapiro-Wilk normality check, skewness, kurtosis, Q-Q plot, and one fully…
Runs distribution diagnostics and primary hypothesis tests for count outcome variables (non-negative integers with no upper bound).
Runs distribution diagnostics and primary analysis for designed experiments (DOE) with controlled factors.
Server-side extension that completes the full analysis pipeline for meta-analysis after vera-stat-meta-testing has run.
Runs study-level diagnostics and primary pooled estimation for meta-analysis of summary statistics across multiple studies.
Server-side extension that completes the full analysis pipeline for multiple continuous outcome variables after vera-stat-multivariate-testing has run.
Multivariate diagnostics and primary hypothesis tests for multiple continuous outcomes analyzed simultaneously.
Server-side extension that completes the full analysis pipeline for nominal (unordered multi-class) outcome variables after vera-stat-nominal-testing has run.
Runs class distribution diagnostics and primary association tests for nominal (unordered multi-class) outcome variables.
Server-side extension that completes the full analysis pipeline for ordinal outcome variables after vera-stat-ordinal-testing has run.
Runs distribution diagnostics and primary hypothesis tests for ordinal outcome variables. Produces frequency tables, cumulative proportions, ordinal bar chart, and one fully…
Server-side extension that completes the full analysis pipeline for repeated measures / longitudinal designs with a continuous outcome after vera-stat-repeated-testing has run.
Trajectory diagnostics and primary hypothesis tests for repeated measures / longitudinal designs with a continuous outcome.
Server-side extension completing the full analysis pipeline for right-censored survival outcomes after vera-stat-survival-testing has run.
Runs survival diagnostics and primary hypothesis tests for right-censored time-to-event outcome variables.
Server-side extension that completes the full analysis pipeline for time series data after vera-stat-timeseries-testing has run.
Runs time series diagnostics and primary ARIMA modeling for temporal data. Produces time plot, ACF/PACF, seasonal decomposition, stationarity tests (ADF + KPSS), and one fully…
Use Anthropic's webapp-testing skill to spin up one or more local servers, wait for them to become reachable, and run native Playwright checks against the rendered app.
Verify completed tasks with Playwright browser testing. Run after completing implementation tasks to check for JS errors, hydration issues, and UX problems.
External verl end-to-end validation workflow for Megatron-Bridge model/provider changes. Covers running a small verl Megatron backend job from a Bridge checkout, choosing LoRA/DDP…
Builds an executable safety net of characterization tests by integrating browser flow recording, API payload snapshotting, DOM state captures, network traces, and mock fixture…
Methodology for effective AI-assisted software development. Use when helping users build software with AI coding assistants, debugging AI-generated code, planning features for AI…