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This skill should be used when the user asks about "natspec", "documentation", "include-tag", "selector", "cast", "@custom:signature", "@custom:selector", "@custom:topiczero", "@custom:interfaceid", "AsciiDoc", or needs guidance on documenting Crane...
[20] UNDERSTAND. Achieve complete clarity on goals, expectations, and success criteria. Use when starting new tasks, when requirements seem unclear, when scope is ambiguous, or anytime you need full understanding of what success looks like. Triggers...
Creates comprehensive API reference documentation following Diátaxis Reference pattern. Reads source code to verify every method signature, creates structured API docs with zero fabrication tolerance. Use when documenting APIs, packages, or public in...
Execute high-density analysis on complex ideas/tasks. Move from 'Vague' to 'Verified' by producing: constraints -> core modules -> facts vs assumptions -> ASCII flow maps (boundary + critical path) -> latticework lens sweep -> micro->macro causal cha...
Multi-language code quality standards for TypeScript, Python, Go, and Rust. Enforces type safety, security, performance, and maintainability with progressive enforcement. Use when writing, reviewing, or refactoring code across any of these languages.
Multi-language code quality standards for TypeScript, Python, Go, and Rust. Enforces type safety, security, performance, and maintainability with progressive enforcement. Use when writing, reviewing, or refactoring code across any of these languages.
Quality control metrics for ATAC-seq data including fragment size distribution, TSS enrichment, FRiP, and library complexity. Use when assessing ATAC-seq library quality before or after peak calling to identify problematic samples.
Create modern Angular standalone components following v20+ best practices. Use for building UI components with signal-based inputs/outputs, OnPush change detection, host bindings, content projection, and lifecycle hooks. Triggers on component creatio...
Vercel deployment and configuration for Adynato projects. Covers environment variables, vercel.json, project linking, common errors like VERCEL_ORG_ID/VERCEL_PROJECT_ID, and CI/CD setup. Use when deploying to Vercel, configuring builds, or troublesho...
Generate learning science-backed feedback templates for Canvas assignments. Use when educators need feedback templates for grading, want to create rubric comments, need encouraging feedback language aligned with Pillar 3 principles (targeted, encoura...
Navigate and analyze C# codebases using Sharpitect's semantic tools. Use when searching for C# declarations, understanding inheritance, finding method callers/callees, or exploring code relationships in .NET projects.
React performance optimization patterns using memoization, code splitting, and efficient rendering strategies. Use when optimizing slow React applications, reducing bundle size, or improving user experience with large datasets.
Queries Chilean legislation from the Biblioteca del Congreso Nacional using SPARQL and Linked Data. Use when searching for Chilean laws, decrees, regulations, congressional information, or when user mentions specific Chilean legal codes.
WHEN: Android Kotlin code review, Jetpack Compose patterns, Coroutines/Flow checks, ViewModel structure analysis WHAT: Compose best practices + Coroutines patterns + State management + Memory leak detection + Performance optimization WHEN NOT: KMP sh...
Uses Exa API for intelligent web searches instead of default WebFetch. Provides up-to-date information with semantic search capabilities.
Uses Exa API for intelligent web searches instead of default WebFetch. Provides up-to-date information with semantic search capabilities.
Implement business logic with ActiveInteraction and AASM state machines. Use when creating typed operations, managing state transitions, or refactoring service objects. Triggers on interaction creation, state machines, workflows, or typed business op...
Backend-for-Frontend architecture patterns for API aggregation, data transformation, and client-specific optimization. Activates when designing API layers between backends and frontends or implementing data transformation pipelines.
Reference knowledge for Google API Improvement Proposals (AIP), adapted for REST/OpenAPI. Use when reviewing APIs, designing endpoints, or explaining AIP rules. Contains patterns for errors, pagination, filtering, LRO, field masks, and batch operatio...
Troubleshooting protocol with MiniMax subagent delegation - NEVER stop early, use all resources before asking user
Use when applying Tailwind CSS styling to Rails views. Uses utility classes, responsive design patterns, and integrates with Rails view helpers.
Expert Next.js development assistant with 10+ years experience. Automatically audits, generates, and fixes Next.js applications using latest versions (Next.js 14+, React 19+, Tailwind CSS 3+). Use when working with Next.js projects for code generatio...
React performance optimization patterns using memoization, code splitting, and efficient rendering strategies. Use when optimizing slow React applications, reducing bundle size, or improving user experience with large datasets.
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