Search Skills

Step-by-step guide for reproducing single-cell trajectory analysis workflows with OmicVerse, including PAGA, Palantir, VIA, and fate scoring.

Corrects batch effects in bulk RNA-seq and microarray data using ComBat, exports matrices, and benchmarks visualizations.

Runs bulk WGCNA analysis via omicverse: preprocesses expression matrices, constructs co-expression modules, visualizes eigengenes, and extracts hub genes.

Guides users through omicverse's spatial transcriptomics tutorials for preprocessing, deconvolution, and modeling across Visium, Visium HD, Stereo-seq, and Slide-seq datasets.

AI-powered CLI for visual content analysis, web search, markdown page extraction, and GitHub code exploration using GLM-4.6V and TypeScript tool chains.

Automates GitHub repository maintenance tasks including issue triage, PR reviews, and contributor analysis for open-source projects.

Automates complex task execution by orchestrating multiple agents in parallel, using persistent dependency tracking and real-time visibility for features, reviews, refactoring, and documentation.

Automates multi-agent coordination for Claude Code, handling agent setup, workspace management, and workflow execution across multiple AI agents.

Debugs and resolves issues in document parsing logic, such as handling malformed or complex document structures.

Provides benchmarking and performance analysis for PDF parsing operations.

Provides automated code analysis and feedback for GitHub pull requests to improve code quality.

Creates distinctive, production-grade frontend interfaces with high design quality, avoiding generic AI aesthetics for web components, pages, and applications.

Refactors error handling from exceptions to Result types, enabling railway-oriented programming and typed error management in codebases.

Applies systematic performance optimization techniques for Python and Rust code, including profiling, algorithmic improvements, and cache-friendly memory layout.

Specializes in creating unstyled, logic-focused React components using data-driven primitives and custom hooks for state management in headless component packages.

Generates comprehensive documentation for React components in the SEED Design System, including API details, props, installation, and usage examples.

Validates consistency across SEED Design, Rootage, and React documentation layers to ensure completeness before releases.

Generates comprehensive component documentation for SEED Design System following standardized MDX format in designated directory.

Specializes in developing Figma V3 migration plugins, handling code implementation and version transition integration.

Automates creation, management, and cleanup of LlamaFarm worktrees for isolated parallel development workflows.

Analyzes GitHub CI failure causes, reproduces issues locally, and proposes fix plans for build and test pipeline resolution.

Automates categorizing and inserting new Neovim plugins into designated markdown category files for efficient plugin organization.

Provides server-side best practices for FastAPI, Celery, and Pydantic, extending Python development with framework-specific patterns.

Provides best practices for Go CLI development using Cobra, Bubbletea, and Lipgloss patterns.