bg-szy

SSH remote access patterns and utilities. Connect to servers, manage keys, tunnels, and transfers.

Revise the most recent or provided p11 shareable document based on comments/replies and publish a new version. Use when Claude Code should apply clear reviewer decisions to a p11 document.

Use when you have a written implementation plan to execute in a separate session with review checkpoints

Expert code review specialist for quality, security, and maintainability.

End-to-end metabolomics workflow from raw MS data to pathway analysis. Orchestrates XCMS preprocessing, annotation, normalization, statistical analysis, and pathway mapping. Use when processing LC-MS metabolomics data.

Model interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining machine learning model predictions, computing feature importance, generating SHAP plots (waterfall, beeswarm, bar, scatter, force, heatmap), debugging models, analyzing model bias or fairness, comparing models, or implementing explainable AI. Works with tree-based models (XGBoost, L

Instructions on how to add new colors for CSS rules

Interactive scientific visualization with Plotly. Two APIs: plotly.express (px) for one-liner DataFrame plots, plotly.graph_objects (go) for trace-level control. 40+ chart types with hover, zoom, pan, animation. Exports HTML or static PNG/SVG/PDF via kaleido. Use for volcano plots with gene hover, dose-response dashboards, expression heatmaps, 3D molecular views. Use seaborn for stats; matplotlib

Manages workflow transitions including handoffs between PM and implementation roles, and auto-fixes review comments. Use when user mentions ハンドオフ, handoff, PMに報告, 実装役に渡して, レビュー指摘を自動修正, auto-fix. Triggers: ハンドオフ, handoff, PMに報告, 実装役に渡して, 完了報告, 自動修正, auto-fix. Do not use for 2-Agent setup - use 2agent skill instead.

Biological data toolkit. Sequence analysis, alignments, phylogenetic trees, diversity metrics (alpha/beta, UniFrac), ordination (PCoA), PERMANOVA, FASTA/Newick I/O, for microbiome analysis.

Intelligently organizes your files and folders across your computer by understanding context, finding duplicates, suggesting better structures, and automating cleanup tasks. Reduces cognitive load and keeps your digital workspace tidy without manual effort.

Oferece orientação de liderança executiva para tomada de decisões estratégicas, desenvolvimento organizacional e gestão de partes interessadas. Inclui ferramentas para análise de estratégia, modelagem financeira, governança e relações com investidores.