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This skill should be used when the user asks to "write XCUITest", "create UI tests", "fix flaky tests", "query XCUIElements", "implement Page Object pattern", or mentions XCUITest, UI testing for iOS/macOS apps. Targets experienced iOS developers who...
Use when defining Bknd entities, fields, relationships, and indices. Covers entity definition with em(), field types (text, number, boolean, date, enumm, json, jsonschema), field configuration (required, default_value, validation), relationship types...
Git 2.49+ features including git-backfill, path-walk API, and performance improvements
IDE integration tips for VS Code, JetBrains, and terminal workflows. Use when setting up Claude Code with your IDE, configuring keybindings, optimizing terminal workflows, or synchronizing file navigation. Covers extensions, split terminals, clipboar...
Guide for performing Markov Chain Monte Carlo (MCMC) sampling using RStan or PyStan. This skill should be used when implementing Bayesian statistical models, fitting hierarchical models, working with Stan modeling language, or running MCMC diagnostic...
Nx monorepo management skill for AI-native development. This skill should be used when working with Nx workspaces, project graphs, affected detection, code generation, and caching. Use when analyzing dependencies, running affected commands, generatin...
This skill should be used when the user asks to "write Perl tests", "test Perl code", "use Test::More", "run prove", "create test suite", "mock Perl", or mentions Perl testing, TAP, Test::Class, Test::Deep, or test-driven development in Perl.
Build local-first, offline-capable TypeScript apps with PowerSync. Use when implementing real-time sync between SQLite and backend databases (Postgres, MongoDB, MySQL, SQL Server). Covers schema definition, database setup, CRUD operations, React/Vue...
This skill should be used when users need comprehensive research on a topic requiring exploration of multiple sources, synthesis of findings, and a well-structured report with citations. Use for complex research queries like "Research the latest deve...
Execute Speak production deployment checklist and rollback procedures. Use when deploying Speak integrations to production, preparing for launch, or implementing go-live procedures for language learning features. Trigger with phrases like "speak prod...
Team collaboration patterns - shared configs, standards, onboarding
Generate variant statistics, sample concordance, and quality metrics using bcftools stats and gtcheck. Use when evaluating variant quality, comparing samples, or summarizing VCF contents.
Generate variant statistics, sample concordance, and quality metrics using bcftools stats and gtcheck. Use when evaluating variant quality, comparing samples, or summarizing VCF contents.
Use when gh CLI is not installed, not configured, or authentication fails - provides installation steps, authentication methods, and troubleshooting for all platforms
This skill should be used when the user asks to "write XCUITest", "create UI tests", "fix flaky tests", "query XCUIElements", "implement Page Object pattern", or mentions XCUITest, UI testing for iOS/macOS apps. Targets experienced iOS developers who...
Create HTML diagrams for Marp slides and capture them as PNG screenshots using Playwright MCP
Service layer for external API integration using manager pattern and Saloon. Use when working with external APIs, third-party services, or when user mentions services, external API, Saloon, API integration, manager pattern.
Implement Langfuse rate limiting, batching, and backoff patterns. Use when handling rate limit errors, optimizing trace ingestion, or managing high-volume LLM observability workloads. Trigger with phrases like "langfuse rate limit", "langfuse throttl...
Creates GRINDE-style mind maps for higher-order learning and deep encoding. Use when organizing concepts, creating study notes, mapping relationships between ideas, visualizing knowledge structures, or when user mentions mind maps, concept maps, or n...
End-to-end copy number variant detection workflow from BAM files. Covers CNVkit analysis for exome/targeted sequencing with visualization and annotation. Use when detecting copy number alterations from sequencing data.
Use when performing regression analysis with confidence intervals, solving ODEs, fitting models to experimental data, or caching expensive scientific computations - provides convenient wrappers around scipy that automatically calculate confidence int...
Analyze code changes and recommend appropriate documentation. Evaluates git diffs to determine if changes warrant README updates, inline doc additions, or dedicated documentation files. Triggers on: document changes, what should I document, doc write...
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