Testing & QA

Automatically generate comprehensive test suites with edge cases and boundary conditions for robust software testing.

Orchestrates AI agents for sophisticated debugging and automated resolution of production issues using modern AI tools and observability platforms.

Master C#/.NET backend patterns for robust APIs, MCP servers, and enterprise applications using modern best practices.

Evaluate LLM agents with behavioral tests, capability assessments, and reliability metrics to catch issues before production.

Builds evaluation frameworks for agent systems, ensuring quality, catching regressions, and validating context engineering choices.

Test web applications with screen readers like VoiceOver, NVDA, and JAWS to ensure accessibility and compatibility with assistive technologies.

You are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques including constitutional AI, chain-of-thought reasoning, and model-specific optimizati

Run Playwright tests at scale using Azure Playwright Workspaces with cloud-hosted browsers and integrated Azure portal reporting.

You are an accessibility expert specializing in WCAG compliance, inclusive design, and assistive technology compatibility. Conduct audits, identify barriers, and provide remediation guidance.

You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues, outdated packages, and provide actionable remediation strategies.

AI-powered customer support specialist for conversational AI, automated ticketing, sentiment analysis, and omnichannel support experiences.

Extract frames and short clips from videos using ffmpeg for thumbnails, analysis, or sharing.

Generates pairwise tests to maximize coverage with minimal test cases, useful for software testing and configuration validation.

Automate Instagram tasks via Rube MCP (Composio): create posts, carousels, manage media, get insights, and publishing limits. Always search tools first for current schemas.

Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts.

You are a workflow automation expert specializing in creating efficient CI/CD pipelines, GitHub Actions workflows, and automated development processes. Design automation that reduces manual work, improves consistency, and accelerates delivery while maintaining quality and security.

Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The challenge isn't making them capable - it's making them reliable. Every extra decision multiplies failure probability. This skill covers agent loops (ReAct, Plan-Execute), goal decomposition, reflection patterns, and production reliability. Key insight: compounding error rates kill autonomous agents. A 95% success rate per step drops to 60% b

Persistent memory systems for LLM conversations including short-term, long-term, and entity-based memory Use when: conversation memory, remember, memory persistence, long-term memory, chat history.

Automate Jira tasks via Rube MCP (Composio): issues, projects, sprints, boards, comments, users. Always search tools first for current schemas.

You are a security expert specializing in dependency vulnerability analysis, SBOM generation, and supply chain security. Scan project dependencies across ecosystems to identify vulnerabilities, assess risks, and recommend remediation.

Automate BambooHR tasks via Rube MCP (Composio): employees, time-off, benefits, dependents, employee updates. Always search tools first for current schemas.

You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured logging, and ensure teams can quickly identify and resolve production issues.

Formats content to be eligible for featured snippets and SERP

Analyzes content for E-E-A-T signals and suggests improvements to