productivity▌

Systematic variant interpretation using ToolUniverse - from raw variant calls to ACMG-classified clinical recommendations with structural impact analysis.

Use this skill: When implementing core mechanics, balancing systems, or designing player feedback.

Generate images with Alibaba Qwen-Image-2.0-Pro via inference.sh CLI. Best for professional text rendering and complex designs.

见：references/dod_checklist.md

Systematic diagnosis for common SpriteKit issues with time-cost annotations.

When analysis requires computation (statistics, data processing, scoring, enrichment), write and run Python code via Bash. Don't describe what you would do — execute it and report actual results. Use ToolUniverse tools to retrieve data, then Python (pandas, scipy, statsmodels, matplotlib) to analyze it.

Build and interpret polygenic risk scores for complex diseases using genome-wide association study (GWAS) data.

Publish images and notes to Xiaohongshu (小红书) Creator Platform using agent-browser with CDP (Chrome DevTools Protocol) mode.

Dimensionality reduction techniques reduce the number of features while preserving important information, improving model efficiency and enabling visualization of high-dimensional data.

Use polymorphicFactory sparingly — it adds TypeScript overhead and slows IDE autocomplete.