Request clarification when input is ambiguous. Use when user request has missing parameters, conflicting interpretations, or insufficient constraints for reliable execution.
Required CI secrets and environment variables
Generic multi-domain research framework with domain-aware scheduling. Model-agnostic and domain-agnostic - perform comprehensive research on any topic.
Check regulatory compliance across finance, tax, employment, data privacy, and industry-specific requirements
Generates and executes skill enhancement plans using declarative project configuration and validation loop protocols.
Enforces engineering standards and code quality policies. Use during code reviews, before commits, when discussing standards or compliance, and for quality audits.
Conduct comprehensive sentiment analysis of Reddit discussions for any product, brand, company, or topic. Analyzes what people like, dislike, and wish were different with structured output summaries.
EvalKit is a conversational evaluation framework for AI agents that guides you through creating robust evaluations using the Strands Evals SDK. Through natural conversation, you can plan...
AI-Powered Security Testing Toolkit - Professional penetration testing scripts for discovering vulnerabilities, analyzing application structure, and generating context-aware security tests. All...
Update model references in skill files when new Claude models are released
Multi-agent orchestration framework for autonomous AI collaboration. Use when building teams of specialized agents working together on complex tasks, when you need role-based agent collaboration...
Multi-agent orchestration framework for autonomous AI collaboration. Use when building teams of specialized agents working together on complex tasks, when you need role-based agent collaboration...
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Review any document against NotebookLM notebooks to identify gaps, assess alignment, and generate recommendations. REQUIRES NotebookLM skill to be installed and configured first. Use when user...
Analyze customer feedback to extract actionable insights, identify patterns, and prioritize improvements
Advanced error analysis and pattern detection specialist for identifying, analyzing, and preventing software errors
Grafana/CloudWatch dashboard configuration for SLO tracking
Evaluate scientific claims and evidence quality. Use for assessing experimental design validity, identifying biases and confounders, applying evidence grading frameworks (GRADE, Cochrane Risk of...
End-to-end testing specialist using Playwright. Use PROACTIVELY for generating, maintaining, and running E2E tests. Manages test journeys, quarantines flaky tests, uploads artifacts (screenshots,...