Build Android UI with Jetpack Compose foundations, layouts, modifiers, theming, and stable component structure.

Manage Compose state, remember APIs, side effects, snapshots, and lifecycle-aware collection without leaks or loops.

Use modern Android file, media, picker, FileProvider, and share-sheet APIs with minimal permissions.

Build Android UI with Jetpack Compose foundations, layouts, modifiers, theming, and stable component structure.

Client-side React performance optimization patterns.

Transform academic papers into university press releases for general.

Predict challenging questions for presentations and prepare structured responses.

Generate standardized figure legends for scientific charts and graphs.

Generate photorealistic rendering scripts for PyMOL and UCSF ChimeraX.

Advanced sample size and power calculations for complex study designs including survival analysis, clustered designs, and multiple comparisons.

Adapt abstracts to meet specific conference word limits and formats.

Expert performance engineer specializing in modern observability,

Guidelines for implementing Clean Architecture patterns in Flutter and Go applications, with emphasis on separation of concerns, dependency rules, and testability.

Ionic development guidelines for building cross-platform mobile applications with Angular, Cordova, and Firebase integration.

Guidelines for integrating Figma designs with development workflows using MCP servers and best practices

Simple operations on user-provided text files including summarization.

Execute analyzes existing plugins to extract their capabilities, then adapts and applies those skills to the current task. Acts as a universal skill chameleon that learns from other plugins. Activates when you request "skill adapter" functionality. Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.

Autonomous workflow execution pipeline with CSV wave engine. Session discovery → plan validation → IMPL-*.json → CSV conversion → wave execution via spawn_agents_on_csv → results sync. Task JSONs remain the rich data source; CSV is brief + execution state.

Explore-first wave pipeline. Decomposes requirement into exploration angles, runs wave exploration via spawn_agents_on_csv, synthesizes findings into execution tasks with cross-phase context linking (E*→T*), then wave-executes via spawn_agents_on_csv.

Coordinate agent execution for workflow tasks with automatic session discovery, parallel task processing, and status tracking. Triggers on "workflow-execute".