prompt-engineering
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Build complexity by composing simple units, not orchestrating flows. Use when reviewing large functions or god objects.
Generates accessible HTML, React, and frontend code following WCAG 2.2 AA guidelines. Use when creating UI components, forms, navigation, or any user-facing frontend code. Focuses on semantic...
elevate-code
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Elevate projects to production quality using proven patterns. Use when starting a project, reviewing architecture, auditing code, or when user mentions "elevate-code", "production ready",...
research_assistant
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Search academic papers, find citations, and explore research using Semantic Scholar. Use when user asks about scientific papers, research, citations, or academic topics.
Expert data engineer for ETL/ELT pipelines, streaming, data warehousing. Activate on: data pipeline, ETL, ELT, data warehouse, Spark, Kafka, Airflow, dbt, data modeling, star schema, streaming...
pytorch-lightning
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Deep learning framework (PyTorch Lightning). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement data pipelines, callbacks, logging (W&B, TensorBoard),...
pytorch-lightning
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Deep learning framework (PyTorch Lightning). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement data pipelines, callbacks, logging (W&B, TensorBoard),...
debugger
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Advanced debugging specialist for diagnosing and resolving code issues. Use when user encounters bugs, errors, unexpected behavior, or mentions debugging.
Embedding Generator
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Generate and manage text embeddings for semantic search, clustering, and similarity tasks
Analyze datasets to discover patterns, anomalies, and relationships. Use when exploring data files, generating statistical summaries, checking data quality, or creating visualizations. Supports...
Find 10x product opportunities and high-leverage improvements. Use when user wants strategic product thinking, mentions '10x', wants to find high-impact features, or says 'what would make this 10x...
Create Framer Code Components and Code Overrides. Use when building custom React components for Framer, writing Code Overrides (HOCs) to modify canvas elements, implementing property controls,...
pipeline
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Chain multiple operations together in pipelines. Use for multi-step workflows, combining research with analysis, and complex automated tasks.
rxjs-implementation
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Implement RxJS observables, apply operators, fix memory leaks with unsubscribe patterns, handle errors, create subjects, and build reactive data pipelines in Angular applications.
anime-js
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Expert guidelines for building performant animations with Anime.js animation library
pytorch-lightning
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Deep learning framework (PyTorch Lightning). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement data pipelines, callbacks, logging (W&B, TensorBoard),...
working-with-jj
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Expert guidance for using JJ (Jujutsu) version control system. Use when working with JJ, whatever the subject. Operations, revsets, templates, debugging change evolution, etc. Covers JJ commands,...
mermaid-flowchart
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Technical architecture flowchart creation and editing. When Claude needs to create or modify flowcharts, system diagrams, architecture diagrams, or process flow diagrams using Mermaid syntax
add-uint-support
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Add unsigned integer (uint) type support to PyTorch operators by updating AT_DISPATCH macros. Use when adding support for uint16, uint32, uint64 types to operators, kernels, or when user mentions...