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Resilience drills: 6 skills (backup-verification-author, dr-drill-runner, error-budget-tests, mttr-mtbf-tracker, restore-time-tests, slo-negotiation-prep) and 2 agents (dr-drill-orchestrator, reliability-review-agent). Production-grade DR drills + backup verification + RTO + error-budget gating + incident metrics.
AI/ML & data-pipeline QA role bundle: one-command install of LLM evaluation, ML model testing, AI-assisted test generation, search relevance, data notebooks, and data quality.
Test automation engineer role bundle: one-command install of web E2E, API testing, mobile automation, BDD, visual regression, CI integration, flake triage, test-code review, test data, and browser/OS compatibility. Organized around the job role, not a technology stack.
Backend, API & distributed-systems QA role bundle: one-command install of API/contract/GraphQL/gRPC/real-time testing, auth flows, notifications, payment, async jobs, DB migrations, caching, concurrency, saga/CQRS, distributed tracing, serverless, time/timezones, feature flags, and experimentation.
Frontend & web-app QA role bundle: one-command install of web E2E, visual regression, accessibility, modern web, PWA, browser-extension, localization, charts, PDF/print, browser/OS compatibility, and JS/TS unit testing.
QA leadership & test-management role bundle: one-command install of the QA role org-chart, test process, test management, impact analysis, reporting, hiring, shift-left, defect management, and production-code quality governance.
Manual tester / QA analyst role bundle: one-command install of manual scripted + exploratory testing, test case management, defect management, bug reproduction, test reporting, test process, test data, and browser/OS compatibility. Organized around the job role, not a technology stack.
Mobile, desktop & cross-platform QA role bundle: one-command install of mobile-native, desktop, embedded, game, and browser/OS compatibility testing.
Performance & reliability QA role bundle: one-command install of load testing, chaos engineering, resilience drills, and shift-left / shift-right production QA.
SDET role bundle: one-command install of the full automation-engineer stack plus per-language unit testing (JS/TS, Python, JVM, .NET, Go/Rust), contract testing, mutation testing, code quality, test impact analysis, and load testing. Organized around the job role, not a technology stack.
Application-security & compliance QA role bundle: one-command install of SAST, DAST, SCA, secrets scanning, SBOM, fuzzing, compliance, multi-tenancy isolation, test-data privacy, and IaC policy testing.
QA org chart of 15 sharply-scoped role agents across four tiers. Tier 1 IC: exploratory-charter-author, automation-harness-bootstrapper, load-test-plan-designer, security-test-plan-builder, a11y-manual-test-scripter, data-quality-engineer, production-tester. Tier 2 Lead: test-architect, test-effort-estimator, quality-coach, test-quality-coach. Tier 3 Manager: release-engineer, release-cutover-coordinator, qa-manager. Tier 4 Head/Director: head-of-quality. No generic persona-as-scope agents.
Saga + CQRS + event sourcing test patterns: 5 skills (cqrs-projection-tests, event-sourcing-tests, eventual-consistency-tests, outbox-pattern-test-author, saga-transaction-tests) and 1 agent (saga-critic). Covers ACD-without-isolation saga tests, replay determinism, and projection consistency windows.
SAST (static application security testing): 7 skills (bandit-python, codeql-queries, eslint-security-rules, gosec-go, pmd-apex-rules, semgrep-rules, sonarqube-rules) and 1 agent (sast-finding-triager). Every scanner skill includes a mandatory False-positive triage section.
SBOM generation + container image scanning + vuln prioritization: 7 skills (cyclonedx-format, grype-scanning, sbom-diff, spdx-format, syft-generation, trivy-image, vex-author) and 1 agent (vuln-prioritizer). Required for US EO 14028 + EU CRA + FDA medical-device guidance.
SCA (software composition analysis): 8 skills (bundle-audit-ruby, cargo-audit-rust, dependabot-config, npm-pip-maven-audit, osv-scanner, reachability-analyzer, renovate-config, snyk-test) and 1 agent (sca-prioritizer).
Search relevance testing: 6 skills (elasticsearch-relevance-tests, hybrid-search-eval-author, judgment-list-author, opensearch-relevance-tests, solr-relevance-tests, vector-search-precision-tests) and 1 agent (relevance-regression-reviewer). IR-metrics-driven NDCG / MRR / Recall@k regression detection.
Secrets scanning + rotation: 5 skills (gitleaks-scanning, kingfisher-scanning, secrets-baseline-manager, secrets-rotation-runner, trufflehog-scanning) and 1 agent (secrets-finding-triager). Covers detection AND rotation workflow (git-history scrub doesn't fix the leak).
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 β 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.