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Comprehensive healthcare AI toolkit for developing, testing, and deploying machine learning models with clinical data. This skill should be used when working with electronic health records (EHR), clin…
Statistical visualization. Scatter, box, violin, heatmaps, pair plots, regression, correlation matrices, KDE, faceted plots, for exploratory analysis and publication figures.
Stream-first search framework for TMNL. Invoke when implementing search, QueryDSL operators, progressive results, multi-source indices, or FlexSearch integration. Covers Effect.Stream patterns, fiber …
Guides security professionals in implementing defense-in-depth security architectures, achieving compliance with industry frameworks (SOC2, ISO27001, GDPR, HIPAA), conducting threat modeling and risk …
Activate when conducting security analysis using STRIDE threat modeling, vulnerability assessment, and security architecture evaluation
Creates language variants of existing Semgrep rules. Use when porting a Semgrep rule to specified target languages. Takes an existing rule and target languages as input, produces independent rule+test…
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, XLNe…
SEO & GEO (Generative Engine Optimization) for websites. Analyze keywords, generate schema markup, optimize for AI search engines (ChatGPT, Perplexity, Gemini, Copilot, Claude) and traditional search …
Comprehensive React Native screen analysis tool that systematically extracts every feature, component, interaction, and detail from existing screens. Use BEFORE recreating ANY screen to ensure 100% fe…
A decision guide for invoking search tools. Clearly defines when the Agent should call upon search tools (e.g., for real-time information, specific facts) and when it should rely on its internal knowl…
Secure C Coding security skill
Security and privacy engineering
Sicherheit & DSGVO - Atoll Tourisme. Use when reviewing security, implementing auth, or hardening code.
World-class data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure. Expertise in Python, SQL, Spark, Airflow, dbt, Kafka, and modern data stack. Includes…
Monitor production errors using Sentry MCP. Query errors, analyze patterns, create issues, and verify error tracking is working. Use after deployment, when debugging production issues, or when verifyi…
Perform a focused SEO audit on JavaScript concept pages to maximize search visibility, featured snippet optimization, and ranking potential
Multi-model consultation for SDD specifications providing structured feedback. Coordinates parallel AI reviewers, synthesizes actionable insights, and categorizes findings by feedback type without mod…
Search past Claude Code conversations. Use when user says "search conversations", "find that chat", "what did we discuss", "where did we talk about", "look up past session", "find conversation about X…
Security requirements, threats, and controls that apply across this system.
Scan dependencies/container vulnerabilities with Trivy and fix them in order of severity. Used for pre-release checks.
Setup vector embeddings and semantic search for document collections. Use for AI-powered similarity search, finding related documents, and preparing knowledge bases for RAG systems.
Expert UI/UX design guidance for professional SaaS interfaces. Covers interaction design, visual hierarchy, accessibility (WCAG 2.2 AA), color theory with OKLCH, micro-interactions, and design system …
Setup Sentry Metrics in any project. Use this when asked to add Sentry metrics, track custom metrics, setup counters/gauges/distributions, or instrument application performance metrics. Supports JavaS…
Search Engine Optimization specialist for content strategy, technical SEO, keyword research, and ranking improvements. Use when optimizing website content, improving search rankings, conducting keywor…