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Expert Morphir application architect providing guidance on AST design, functional programming patterns, IR transformations, and code generation for morphir-dotnet. Triggers include "architecture", "design patterns", "AST", "IR", "functional programming", "code generation".

Specialized Native AOT, trimming, and optimization expert for morphir-dotnet. Expert in single-file trimmed executables, AOT compilation, size optimization, and guiding toward AOT-compatible features. Use when troubleshooting compilation, diagnosing trimming issues, optimizing binary size, implementing reflection workarounds, or maintaining best practices. Triggers include "AOT", "Native AOT", "trimming", "single-file", "size optimization", "reflection error", "IL2026", "IL3050", "PublishAot", "PublishTrimmed", "source generator", "Myriad".

策略引擎、权限决策、RBAC、策略模式、责任链

Generate slack summaries of vLLM CI SIG Slack channel activity for the RHAIIS midstream release team

Comprehensive job search strategy skill for analyzing job postings, discovering non-obvious insights, conducting conversational skills-matching interviews, identifying skill development needs, and creating creative, personalized application strategies. This skill should be used when users want help with job applications, career transitions, analyzing job opportunities, or developing targeted job search approaches that help them stand out from other candidates.

This skill enables Claude Code to create and modify LookML content (views, explores, models) directly in the local filesystem. Claude Code works with LookML projects stored in git repositories, typically in a `/looker` directory structure. The user provides specifications, schema information, and requirements; Claude Code generates properly formatted, validated LookML files.

I mine pixels for atoms. Reality is just compressed resources.

Portable tokens of capability, identity, and access

cargo2nix Skill

Strategic guidance for adding WebMCP to web applications. Use when the user wants to make their web app AI-accessible, create LLM tools for their UI, or enable browser automation through MCP. Focuses on design principles, tool architecture, and testing workflow.

[ARCHIVED] Full 4D Context Canvas reference. For new AI features, use /spec --ai. For debugging, use /ai-debug. For quality checks, use /context-check.

Build Progressive Web Apps with React and Vite using vite-plugin-pwa. This skill covers the complete PWA lifecycle: manifest configuration, service worker strategies, offline support, installability, and push notifications.

Creates GitHub pull requests with properly formatted titles that pass the check-pr-title CI validation. Use when creating PRs, submitting changes for review, or when the user says /pr or asks to create a pull request.

Conduct systematic scientific literature reviews by integrating multi-source searches, iterative analysis, and synthesis into well-structured reports with proper citations. Use this skill when you need to: synthesize knowledge across multiple research domains, identify research gaps, track the evolution of methodologies, evaluate evidence quality, or write comprehensive literature reviews for academic papers, grant proposals, or research projects. Key capabilities: multi-database search strategies, iterative query refinement, content analysis and summarization, thematic synthesis, citation management, quality assessment, bias detection, and structured report generation with multiple output formats.

This SOP evaluates a completed brazil-bench attempt against the spec.md requirements, capturing metrics for comparison across orchestration patterns. Supports Python and Swift/iOS projects.

Version control discipline for Quest Keeper AI development. Enforces the "commit early, commit often" pattern.

Research North American mountain peaks and generate comprehensive route beta reports

Adaptive epoch selection for Walk-Forward Optimization. TRIGGERS - WFO epoch, epoch selection, WFE optimization, overfitting epochs.

Create ASCII diagrams for markdown using graph-easy. TRIGGERS - ASCII diagram, graph-easy, architecture diagram, markdown diagram.