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Pareto-aware molecular design balancing multiple ADMET properties simultaneously. Based on MultiMol (Yu 2025) and MOLLM (Ran 2025).

Semver versioning rules for Squad SDK and CLI — prevents prerelease version incidents

Per-agent model selection with 4-layer hierarchy and fallback chains

Team initialization flow (Phase 1 proposal + Phase 2 creation)

This skill should be used when the user asks to "prepare conference presentation", "create presentation slides", "design poster", "make academic poster", "write promotion content", "create Twitter thread", or mentions post-acceptance conference preparation. Provides comprehensive workflow for presentation, poster, and promotion content creation.

Activate the AIOX Product Manager agent (Morgan). Use for PRD creation (greenfield and brownfield), epic creation and management, product strategy and vision, feature prioritization (MoSCoW, RICE), roadmap planning, business case development, go/no-go decisions, scope definition, success metrics, and stakeholder communication. Epic/Story Delegat... Trigger when user asks to pm, or says 'activate pm', 'switch to pm', '@pm'.

Activate Dex (dev) for Full Stack Developer. Use for code implementation, debugging, refactoring, and development best practices

PDF 文档解析。自动区分文字型 PDF 与扫描型 PDF，覆盖：文本/表格提取、多页全量扫描、嵌入图表 caption、单位感知数值计算。

Create a dark container-led technical design system with fuchsia-purple accents, layered rounded shells, crisp frame lines, and playful futuristic focal objects.

Create a perspective WebGL background grid with fading lines, subtle particle haze, slow forward drift, and gentle camera parallax.

Create a dark atmospheric background with drifting vertical light folds, screen-blended glow, and a concentrated luminous corner or lower-edge bloom.

从多Sheet Excel文件中识别指定条件的记录，并将筛选结果以整行标红格式导出为Excel文件，适用于数据清洗、条件筛选与可视化标记场景。

读取多 Sheet Excel 文件，根据数据量动态选择处理策略，支持特定区域数据提取、大文件 Parquet 转换、统计分析及可视化图表生成。

对多 Sheet 的 Excel 文件进行行数统计、数据合并与前向填充。

根据 Excel 数据量级自动判断处理策略，执行数值列清洗、条件过滤，并使用 openpyxl 对符合条件的单元格进行样式标记与导出。

利用交叉表与热力图对分类数据进行多维度占比分析，适用于奖项分布、绩效评估或市场占有率等结构化数据的清洗与可视化。

Teach Copilot how to plan, address, and respond to pull request review feedback.

Use this skill for building the strongest possible bearish case, identifying downside risks, negative technical patterns, and adverse fundamental factors.

MUST use when writing Rust scripts.