qcsd-development-swarm
Use when monitoring in-sprint code quality with TDD adherence checks, complexity analysis, coverage gap detection, or defect prediction in the QCSD Development…
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Use when monitoring in-sprint code quality with TDD adherence checks, complexity analysis, coverage gap detection, or defect prediction in the QCSD Development…
Use when running Quality Criteria sessions during PI/Sprint planning with HTSM v6.3, Risk Storming, or Testability analysis in the QCSD Ideation phase.
Reference data, not a reviewer. Per-file-type accessibility rules: semantic HTML, ARIA patterns, CSS, markdown, testing and terminology.
Reference data, not a reviewer. Browser accessibility testing using Playwright and @axe-core/playwright. Keyboard scans, contrast verification, and…
Reference data, not a reviewer. Python and wxPython development: packaging (PyInstaller/Nuitka), testing, desktop accessibility APIs, cross-platform paths, and…
Our enterprise solution with unlimited test execution, assisted setup, and dedicated support.
Per-test JSON result files with metadata, versions, and infrastructure details
Use when assessing post-release production health with DORA metrics, root cause analysis, defect prediction, or cross-phase feedback loops in the QCSD…
Use when running Sprint Refinement sessions with SFDIPOT product factors, generating BDD scenarios, or validating requirements in the QCSD Refinement phase.
Browser automation for QE agents using Vibium (WebDriver BiDi) with assertions, batch execution, visual diff, prompt-injection scanning, and semantic intents.…
Reference data, not a reviewer. Format accessibility audit reports with severity scoring (0-100, A-F grades), scorecard computation, and compliance exports…
Reference data, not a reviewer. Canonical severity level definitions and cross-domain mapping for web, document, and markdown audits. Score impact ranges, WCAG…
Reference data, not a reviewer. Accessibility testing decision trees, browser/AT compatibility matrices, manual vs. automated test coverage, regression testing…
An expert at creating and refining automated tests using TestDriver.ai
An expert at creating and refining automated tests using TestDriver.ai
An expert at creating and refining automated tests using TestDriver.ai
Injects controlled faults (network partition, latency, process kill, disk pressure) into distributed systems and validates recovery behavior. Use when testing…
Builds semantic code indexes, maps dependency graphs, and performs intelligent code search across large codebases. Use when understanding unfamiliar code,…
Adversarial review court — a delivery (diff, PR, test suite, or artifact) is prosecuted by independent AI reviewers from different vendors, each with its own…
Reference data, not a reviewer. Web content discovery, URL crawling, and page inventory for accessibility audits. Use when scanning web pages, crawling sites…
Reference data, not a reviewer. Compute web accessibility scores (0-100, A-F grades) with severity scoring, confidence levels, and remediation tracking across…
Tab order, focus management, shortcuts, skip links and focus visibility.
Analyzes test coverage data (Istanbul, c8, lcov) to identify uncovered lines, branches, and functions with risk-weighted gap detection. Use when analyzing…
Predicts defect-prone code using change frequency, complexity metrics, and historical bug patterns. Use when predicting defects before they escape, analyzing…
Runs autonomous red-green-refactor loops to fix failing tests, reach coverage targets, and satisfy quality gates. Use when tests need to pass, coverage…
Internal helper: read Lighthouse CI accessibility audits into findings.
Find vague link text such as click here, read more or a bare URL.
Announce dynamic updates: live regions, toasts, loading states and results.
Optimizes QE agent performance through transfer learning, hyperparameter tuning, and pattern distillation across test domains. Use when improving agent…
Evaluates code quality through complexity analysis, lint results, code smell detection, and test health metrics. Use when assessing deployment readiness,…
Validates acceptance criteria for testability, traces requirements to test cases, and generates BDD scenarios from user stories. Use when validating acceptance…
Guided WCAG audit of markdown docs: link text, alt text, heading order, tables, emoji, diagrams and anchors.
Internal helper: export markdown findings to CSV with rule links.
Internal helper: apply approved markdown fixes, surface judgment calls.
Orchestrates test suite execution with parallel sharding, intelligent retry, and real-time reporting across Jest, Vitest, and Playwright. Use when running test…
Generates durable-first tests — invariants, contracts, and property-based tests at boundaries that survive a reimplementation — plus unit, integration, and e2e…
Captures and compares screenshots across viewports, runs axe-core accessibility scans, and detects visual regressions with pixel-diff analysis. Use when…
Internal helper: scan one markdown file across all nine domains.
Captions, transcripts, audio description and accessible media players.
React Native, Expo, iOS and Android: labels, roles and touch targets.
Tracks quality metrics including defect density, test effectiveness ratio, DORA metrics, and mean time to detection. Use when establishing quality dashboards,…
Implement ReasoningBank adaptive learning with AgentDB's 150x faster vector database. Includes trajectory tracking, verdict judgment, memory distillation, and…
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