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Serverless platform testing: AWS SAM Local, .NET Lambda Test Tools, Cloudflare Workers Miniflare, Vercel Edge Runtime, Netlify Functions, Serverless Framework, plus cold-start + timeout budget references and a serverless integration-test builder. Covers Lambda / Workers / Edge runtimes which have specific testing patterns (cold-start budgets, timeout testing, local emulators, edge-runtime divergence) absent from generic web-server test plugins.
Shift-left QA: 4 skills (acceptance-criteria-extractor, bdd-suite-to-test-map, data-contract-extractor, nfr-extractor) and 4 agents (definition-of-done-checker, spec-to-suite-orchestrator, testability-reviewer, threat-model-from-spec).
Production-side QA per ISTQB-canonical shift right ("a test approach to test a system continuously in production"): 4 skills (feature-flag-experiment-validator, prod-canary-validator, rum-to-synthetic-gap-analyzer, synthetic-monitor-author) and 2 agents (canary-and-experiment-coordinator, observability-to-test).
QA essentials role bundle: one-command install of the cross-cutting plugins every tester needs regardless of stack - test process, test data, environments, test-code review, reporting, flake triage, bug repro, defect management, CI integration, and manual/exploratory testing. Start here.
AI-powered code quality analyzer: specialized agents find security, performance, architecture, and correctness issues, then fix them via TDD
QA people-and-org toolkit for QA managers and heads of quality: 5 skills (career-ladder-author, exec-quality-narrative, performance-feedback-author, skill-matrix-author, tester-one-on-one-planner) and 1 agent (team-capability-gap-analyst). Covers team capability mapping per ISTQB CTAL-TM v3.0 Managing the Team, IC/management career ladders, GROW-model 1:1s, SBI evidence-based feedback, and Minto-pyramid executive quality narratives.
QA & test-automation team — 3 agents (test-strategy-architect, e2e-automation-engineer, test-infrastructure-engineer) for a test suite that catches real defects without becoming a tax: the test pyramid (many fast unit, fewer integration, few E2E), deterministic end-to-end automation (Playwright/Cypress, resilient selectors, no fixed sleeps), test data and ephemeral environments, meaningful coverage (mutation over line %), and flaky-test quarantine. Deepens ravenclaude-core/tester-qa. 5 skills, a decision-tree knowledge bank (test-level + flake-triage trees + a dated 2026 tooling map), 12 best-practices, 4 templates, 4 commands, 1 advisory hook. Seams: contract tests -> api-engineering, CI gating -> devops-cicd, UI under test -> frontend-engineering. Requires ravenclaude-core@>=0.7.0.
Test data engineering: 17 skills (bogus-data, boundary-value-generator, e2e-test-narrative-builder, factory-bot-data, faker-data, golden-file-conventions, malicious-payload-bank, mimesis-data, mountebank-imposters, msw-handlers, negative-test-generator, parameterized-test-generator, seed-data-curator, synthetic-data-toolkit, synthetic-pii-generator, test-data-patterns, wiremock-stubs) and 3 agents (golden-file-manager, mock-server-composer, test-data-setup-agent).
PII detection, masking, and synthetic data generation for test environments: 8 skills (data-masking-techniques-reference, faker-synthetic-data, k-anonymity-verifier, pii-categories-reference, pii-masking-pipeline-builder, presidio-pii-detection, synthea-healthcare-data, test-data-governance-reference) and 1 agent (pii-leak-critic).
Test environment management: 4 skills (docker-compose-test, feature-flag-test-harness, playwright-fixture-builder, testcontainers) and 2 agents (db-snapshot-restore, test-environment-bootstrapper). Composes with parallel-isolation-checker in qa-flake-triage for shared-state diagnosis.
Test impact analysis + regression-suite hygiene: 2 skills (regression-suite-selector, coverage-debt-tracker) and 2 agents (test-suite-pruner, regression-suite-curator).
Test case management discipline (pre-execution authoring + lifecycle + traceability): 1 reference skill (test-case-anatomy-reference) + 5 platform case-management skills (testrail-case-management, xray-case-management, zephyr-scale-case-management, allure-testops-case-management, qase-io-case-management) + 1 build skill (traceability-matrix-builder) + 2 agents (test-case-quality-critic, tcm-migration-agent). Distinct from qa-test-reporting's *-integration skills (post-execution result sync); this is pre-execution case authoring + repository management.
Test reporting + coverage analytics: 15 skills - parsers (junit-xml-analysis, lcov-analysis, cobertura-analysis, allure-reports), build-an-X reporters (coverage-diff-reporter, test-run-summary-author), commercial integrations (extentreports, currents-integration, testrail-integration, xray-integration, zephyr-integration), per-language coverage analyzers (jest-coverage-analysis, jacoco-analysis, coverage-py-analysis), and unit-test-coverage-targeter - plus 2 agents (daily-test-suite-aggregator, release-quality-report-agent).
Test code reviewers for test files only — production code is out of scope. 5 skills (object-model-patterns, test-code-conventions, test-framework-blueprint, test-isolation-patterns, test-step-design-patterns) and 6 agents (assertion-quality-reviewer, e2e-selector-quality-critic, framework-architecture-auditor, mocking-anti-pattern-detector, test-code-critic, test-suite-health-auditor).
Generates structured QA test scripts in CSV format from functional requirements, following the Given/When/Then format.
Time-related testing: fake-clock libraries (libfaketime, sinon-fake-timers, jest-fake-timers, freezegun, timecop, mockclock), DST + leap-second references, ISO-8601 vs RFC 3339 reference, and a timezone test matrix builder. Covers time-based bugs (DST transitions, leap seconds, timezone arithmetic, clock skew) which are high-incident-rate but specific tooling is scattered.
Go + Rust unit testing per-framework wrappers: 5 skills (cargo-test, ginkgo-tests, go-rust-mocking, go-test, rstest-tests) and 2 agents (go-rust-framework-selector, go-rust-test-author).
JS/TS unit testing per-framework wrappers: 5 skills (ava-tests, jasmine-tests, jest-tests, mocha-tests, vitest-tests) and 1 agent (js-test-author). Per-framework lifecycle (configure / run / mock / coverage / CI). Does not duplicate qa-test-review test code hygiene.
JVM unit testing per-framework wrappers: 6 skills (assertj, junit5-tests, kotest-tests, scalatest, spock-tests, testng-tests) and 2 agents (jvm-framework-selector, jvm-test-author).
.NET unit testing per-framework wrappers: 4 skills (fluentassertions, mstest-tests, nunit-tests, xunit-tests) and 2 agents (dotnet-test-author, dotnet-test-framework-selector).
Python unit testing per-framework wrappers: 5 skills (doctest-tests, nose2-tests, pytest-asyncio-patterns, pytest-tests, unittest-tests) and 1 agent (python-test-author).
Visual regression testing: 8 skills (chromatic-visual-regression-testing, percy-visual-regression-testing, playwright-snapshots, responsive-breakpoint-runner, storybook-visual-regression-testing, visual-baseline-conventions, visual-baseline-gate, visual-diff-summarizer) and 3 agents (visual-baseline-curator, visual-ci-gate-orchestrator, visual-diff-classifier).
Web E2E framework wrappers: 10 skills (browserstack-automate, cypress-testing, lambdatest-automate, playwright-testing, puppeteer-testing, saucelabs-automate, selenium-testing, testcafe-testing, web-e2e-getting-started, webdriverio-testing) and 5 agents (cypress-codegen-reviewer, playwright-codegen-reviewer, selenium-grid-orchestrator, spec-to-e2e-test-scaffolder, web-e2e-framework-selector).
Agent skills for Qdrant vector search: scaling, performance, search quality, monitoring, deployment, SDK usage.
Agent skills for Qdrant vector search covering scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, and Java.
Query the QGenda scheduling system for physician schedules, staff, shifts, requests, rotations, and more.
Author, debug, package and publish QGIS (3.x/4.x, PyQt5/PyQt6) Python plugins: dock/UI patterns, the runtime crash pitfalls that segfault QGIS, Qt5-to-Qt6 migration, the plugins.qgis.org security gates, a self-verifying manifest-driven build, local-deploy testing and the release flow.