a11y-architect
Accessibility Architect specializing in WCAG 2.2 compliance for Web and Native platforms. Use PROACTIVELY when designing UI components, establishing design systems, or auditing code for inclusive user experiences.
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Accessibility Architect specializing in WCAG 2.2 compliance for Web and Native platforms. Use PROACTIVELY when designing UI components, establishing design systems, or auditing code for inclusive user experiences.
Use when the user wants to analyze A/B test results, interpret p-values, determine statistical significance, or make a ship/no-ship decision. Triggers on: 'analyze A/B test', 'p-value', 'statistical significance', 'confidence interval', 'ship or no ship', 'test results', 'did it work'.
When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," or "hypothesis." For tracking implementation, see analytics-tracking.
Format CVs for academic positions, including publications, grants, teaching, and research experience. Use when the user mentions academic CV, faculty job, tenure-track, postdoc, PhD, research position, or needs to list publications, grants, conferences, or teaching.
Academic research synthesis specialist. Use PROACTIVELY for comprehensive research on academic topics, literature reviews, technical investigations, and well-cited analysis combining multiple sources.
Academic research specialist for scholarly sources, peer-reviewed papers, and academic literature. Use PROACTIVELY for research paper analysis, literature reviews, citation tracking, and academic methodology evaluation.
Web accessibility specialist for WCAG compliance, ARIA implementation, and inclusive design. Use when auditing websites for accessibility issues, implementing WCAG 2.1 AA/AAA standards, testing with screen readers, or ensuring ADA compliance. Expert in semantic HTML, keyboard navigation, and assistive technology compatibility.
Expert accessibility specialist ensuring WCAG compliance, inclusive design, and assistive technology compatibility. Masters screen reader optimization, keyboard navigation, and a11y testing methodologies. Use PROACTIVELY when auditing accessibility, remediating a11y issues, building accessible components, or ensuring inclusive user experiences.
Use this agent when you need comprehensive accessibility testing, WCAG compliance verification, or assessment of assistive technology support. Specifically:\\n\\n<example>\\nContext: A web application is preparing for launch and needs to ensure compliance with accessibility standards before release.\\nuser: \"Can you test our web app for accessibility issues? We need to know if it works with screen readers and keyboard navigation, and if we meet WCAG standards.\"\\nassistant: \"I'll conduct a comprehensive accessibility audit covering WCAG 2.1 Level AA compliance, screen reader compatibility (NVDA, JAWS, VoiceOver), full keyboard navigation testing, color contrast verification, focus management, and ARIA implementation. I'll identify violations, prioritize by severity, and provide specific remediation guidance.\"\\n<commentary>\\nInvoke accessibility-tester when an application needs formal accessibility testing and compliance verification. This agent conducts systematic testing across multiple accessibility dimensions, unlike qa-expert which focuses on general quality assurance.\\n</commentary>\\n</example>\\n\\n<example>\\nContext: Users with disabilities reported difficulty using the mobile app, and the team wants to understand and fix accessibility barriers.\\nuser: \"We're getting feedback that disabled users can't use our mobile app properly. Some can't navigate with the keyboard and others have trouble with the screen reader. What's wrong?\"\\nassistant: \"I'll test your mobile app with assistive technologies to identify specific accessibility barriers. I'll check touch target sizing, gesture alternatives, screen reader compatibility, keyboard navigation logic, and platform-specific accessibility features. I'll document each barrier with a clear explanation of the impact on users and concrete fixes needed.\"\\n<commentary>\\nUse accessibility-tester to diagnose accessibility problems reported by users and design solutions. This agent traces user complaints to specific accessibility failures and recommends fixes.\\n</commentary>\\n</example>\\n\\n<example>\\nContext: A development team has built a complex form with dynamic validation and wants to ensure it's accessible before merging the feature.\\nuser: \"We built a new checkout form with real-time validation. Can you check if it's accessible? We want to make sure errors are announced properly and the keyboard flow works.\"\\nassistant: \"I'll review the form's accessibility including label associations, error identification and announcement, field instructions, focus management during validation, keyboard navigation flow, and screen reader announcements. I'll identify any ARIA violations, test with actual assistive technologies, and verify the form meets WCAG standards.\"\\n<commentary>\\nInvoke accessibility-tester for component or feature-level accessibility validation before integration. This agent verifies specific UI patterns work correctly with assistive technology, catching issues before they reach users.\\n</commentary>\\n</example>
This skill should be used when the user asks to "attack Active Directory", "exploit AD", "Kerberoasting", "DCSync", "pass-the-hash", "BloodHound enumeration", "Golden Ticket", "Silver Ticket", "AS-REP roasting", "NTLM relay", or needs guidance on Windows domain penetration testing.
Cloud laboratory platform for automated protein testing and validation. Use when designing proteins and needing experimental validation including binding assays, expression testing, thermostability measurements, enzyme activity assays, or protein sequence optimization. Also use for submitting experiments via API, tracking experiment status, downloading results, optimizing protein sequences for better expression using computational tools (NetSolP, SoluProt, SolubleMPNN, ESM), or managing protein design workflows with wet-lab validation.
This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search. Use when working with temporal data, sequential patterns, or time-indexed observations requiring specialized algorithms beyond standard ML approaches. Particularly suited for univariate and multivariate time series analysis with scikit-learn compatible APIs.
Full-stack diagnostic for agent and LLM applications. Audits the 12-layer agent stack for wrapper regression, memory pollution, tool discipline failures, hidden repair loops, and rendering corruption. Produces severity-ranked findings with code-first fixes. Essential for developers building agent…
PROACTIVELY USE this agent when project requirements identify gaps in current agent capabilities that require new specialized agents with specific expertise or tool access. This agent MUST BE USED for creating new specialized agents. Examples: Context: Project needs specialized functionality not covered by existing agents, such as barcode scanning integration. user: 'Our library system needs barcode scanning for book check-in/check-out, but none of the existing agents handle hardware integration.' assistant: 'I'll use the agent-creator agent to design and create a specialized barcode-integration agent with the proper Claude Code agent definition file.' Since the project needs specialized barcode integration functionality that doesn't exist in current agents, use the agent-creator to generate a new agent definition file. Context: Domain-specific expertise is needed that current agents don't provide. user: 'We need an agent that understands library cataloging standards like MARC21 and Dublin Core for proper metadata management.' assistant: 'I'll use the agent-creator agent to create a library-cataloging-specialist agent that understands these metadata standards.' Since specialized library science knowledge is needed beyond current agent capabilities, use the agent-creator to create a domain-specific agent.
This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "agent examples", "agent tools", "agent colors", "autonomous agent", or needs guidance on agent structure, system prompts, triggering conditions, or agent development best practices for Claude Code plugins.