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World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. Expertise in Python (NumPy, Pandas, Scikit-learn), R, SQL, statistical methods, A/B testing, time series, and business intelligence. Includes experiment design,

Comprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS, GCP, Azure). Includes pipeline setup, infrastructure as code, deployment automation, and monitoring. Use when setting up pipelines, deploying applications, managing

Comprehensive frontend development skill for building modern, performant web applications using ReactJS, NextJS, TypeScript, Tailwind CSS. Includes component scaffolding, performance optimization, bundle analysis, and UI best practices. Use when developing frontend features,

Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL. Includes project scaffolding, code quality analysis, architecture patterns, and complete tech stack guidance. Use when building new projects,

World-class ML engineering skill for productionizing ML models, MLOps, and building scalable ML systems. Expertise in PyTorch, TensorFlow, model deployment, feature stores, model monitoring, and ML infrastructure. Includes LLM integration, fine-tuning, RAG systems, and agentic

World-class prompt engineering skill for LLM optimization, prompt patterns, structured outputs, and AI product development. Expertise in Claude, GPT-4, prompt design patterns, few-shot learning, chain-of-thought, and AI evaluation. Includes RAG optimization, agent design, and

This skill should be used when the user asks to \

Comprehensive SecOps skill for application security, vulnerability management, compliance, and secure development practices. Includes security scanning, vulnerability assessment, compliance checking, and security automation. Use when implementing security controls, conducting

Comprehensive security engineering skill for application security, penetration testing, security architecture, and compliance auditing. Includes security assessment tools, threat modeling, crypto implementation, and security automation. Use when designing security architecture,

Framework for state-of-the-art sentence, text, and image embeddings. Provides 5000+ pre-trained models for semantic similarity, clustering, and retrieval. Supports multilingual, domain-specific, and multimodal models. Use for generating embeddings for RAG, semantic search, or

Language-independent tokenizer treating text as raw Unicode. Supports BPE and Unigram algorithms. Fast (50k sentences/sec), lightweight (6MB memory), deterministic vocabulary. Used by T5, ALBERT, XLNet, mBART. Train on raw text without pre-tokenization. Use when you need

Use when the user asks to inspect Sentry issues or events, summarize recent production errors, or pull basic Sentry health data via the Sentry API; perform read-only queries with the bundled script and require `SENTRY_AUTH_TOKEN`.

Execute advanced Sentry troubleshooting techniques.\nUse when debugging complex SDK issues, missing events,\nsource map problems, or performance anomalies.\nTrigger with phrases like \

Manage integrate Sentry with CI/CD pipelines.\nUse when setting up GitHub Actions, GitLab CI, or other CI systems\nwith Sentry releases and source maps.\nTrigger with phrases like \

Execute troubleshoot common Sentry integration issues and fixes.\nUse when encountering Sentry errors, missing events,\nor configuration problems.\nTrigger with phrases like \

Optimize Sentry costs and event volume.\nUse when managing Sentry billing, reducing event volume,\nor optimizing quota usage.\nTrigger with phrases like \

Execute collect debug information for Sentry support tickets.\nUse when preparing support requests, debugging complex issues,\nor gathering diagnostic information.\nTrigger with phrases like \

Track deployments and releases in Sentry.\nUse when configuring deployment tracking, release health,\nor connecting deployments to error data.\nTrigger with phrases like \

Configure enterprise role-based access control in Sentry.\nUse when setting up team permissions, SSO integration,\nor managing organizational access.\nTrigger with phrases like \

Execute advanced error capture and context enrichment with Sentry.\nUse when implementing detailed error tracking, adding context,\nor customizing error capture behavior.\nTrigger with phrases like \

Execute capture your first error with Sentry and verify it appears in the dashboard.\nUse when testing Sentry integration or verifying error capture works.\nTrigger with phrases like \

Manage incident response procedures using Sentry.\nUse when investigating production issues, triaging errors,\nor creating incident response workflows.\nTrigger with phrases like \

Execute common Sentry pitfalls and how to avoid them.\nUse when troubleshooting Sentry issues, reviewing configurations,\nor preventing common mistakes.\nTrigger with phrases like \

Configure Sentry across multiple environments.\nUse when setting up Sentry for dev/staging/production,\nmanaging environment-specific configurations, or isolating data.\nTrigger with phrases like \

Execute integrate Sentry with observability stack.\nUse when connecting Sentry to logging, metrics, APM tools,\nor building unified observability dashboards.\nTrigger with phrases like \

Execute set up performance monitoring and distributed tracing with Sentry.\nUse when implementing performance tracking, tracing requests,\nor monitoring application performance.\nTrigger with phrases like \

Manage Sentry rate limits and quota optimization.\nUse when hitting rate limits, optimizing event volume,\nor managing Sentry costs.\nTrigger with phrases like \

Manage Sentry releases and associate commits.\nUse when creating releases, tracking commits,\nor managing release artifacts.\nTrigger with phrases like \

Execute best practices for using Sentry SDK in TypeScript and Python.\nUse when implementing error handling patterns, structuring Sentry code,\nor optimizing SDK usage.\nTrigger with phrases like \

Execute upgrade Sentry SDK and migrate between versions.\nUse when upgrading Sentry SDK, handling breaking changes,\nor migrating from legacy versions.\nTrigger with phrases like \

Optimize for search engine visibility and ranking. Use when asked to \

When the user wants to audit, review, or diagnose SEO issues on their site. Also use when the user mentions \

Analyzes content for E-E-A-T signals and suggests improvements to build authority and trust. Identifies missing credibility elements. Use PROACTIVELY for YMYL topics.

Analyzes multiple provided pages to identify keyword overlap and potential cannibalization issues. Suggests differentiation strategies. Use PROACTIVELY when reviewing similar content.

Analyzes provided content for quality, E-E-A-T signals, and SEO best practices. Scores content and provides improvement recommendations based on established guidelines. Use PROACTIVELY for content review.

Creates comprehensive content outlines and topic clusters for SEO. Plans content calendars and identifies topic gaps. Use PROACTIVELY for content strategy and planning.

Identifies outdated elements in provided content and suggests updates to maintain freshness. Finds statistics, dates, and examples that need updating. Use PROACTIVELY for older content.

Writes SEO-optimized content based on provided keywords and topic briefs. Creates engaging, comprehensive content following best practices. Use PROACTIVELY for content creation tasks.

SEO keyword research using the DataForSEO API. Perform keyword analysis, YouTube keyword research, competitor analysis, SERP analysis, and trend tracking. Use when the user asks to: research keywords, analyze search volume/CPC/competition, find keyword suggestions, check keyword

Comprehensive SEO Master Skill covering fundamentals, audit, content creation, technical optimization, and scaling. Replaces all fragmented SEO skills. Covers E-E-A-T, Core Web Vitals, Programmatic SEO, and Content Strategy.

SEO fundamentals, E-E-A-T, Core Web Vitals, and Google algorithm principles.

Analyzes keyword usage in provided content, calculates density, suggests semantic variations and LSI keywords based on the topic. Prevents over-optimization. Use PROACTIVELY for content optimization.

Generate seo meta generator operations. Auto-activating skill for Frontend Development.\nTriggers on: seo meta generator, seo meta generator\nPart of the Frontend Development skill category. Use when working with seo meta generator functionality. Trigger with phrases like \

Creates optimized meta titles, descriptions, and URL suggestions based on character limits and best practices. Generates compelling, keyword-rich metadata. Use PROACTIVELY for new content.

Search Engine Optimization specialist for content strategy, technical SEO, keyword research, and ranking improvements. Use when optimizing website content, improving search rankings, conducting keyword analysis, or implementing SEO best practices. Expert in on-page SEO, meta

Perform a focused SEO audit on JavaScript concept pages to maximize search visibility, featured snippet optimization, and ranking potential

Formats content to be eligible for featured snippets and SERP features. Creates snippet-optimized content blocks based on best practices. Use PROACTIVELY for question-based content.

Analyzes and optimizes content structure including header hierarchy, suggests schema markup, and internal linking opportunities. Creates search-friendly content organization. Use PROACTIVELY for content structuring.