SciSkillHub Metrics

Skill 统计总览

查看 skill 总量、结构化注释覆盖率、Top-Level Object / Domain / 研究阶段分布，以及任务功能热点。

Skill 总数

10000

last updated: 2026-07-10 14:47:28

分类数

9

distinct categories

核心完整注释

3232

32.3%

Use Case 已注释

3232

32.3%

Object 分布

Methods and Techniques

2249 · 22.5%

Software and Tools

1206 · 12.1%

Research Capabilities

406 · 4.1%

Data and Resources

275 · 2.8%

Standards and Guidelines

169 · 1.7%

Concepts and Theory

156 · 1.6%

Instruments and Equipment

7 · 0.1%

Domain 分布

Computational Sciences

2880 · 28.8%

Life Sciences

2134 · 21.3%

Medical and Health Sciences

1238 · 12.4%

Chemical Sciences

1022 · 10.2%

General Research

972 · 9.7%

Mathematical and Statistical Sciences

658 · 6.6%

Engineering and Technology

513 · 5.1%

Physical Sciences

127 · 1.3%

Stage 分布

Data Analysis and Modeling

1469 · 14.7%

Data Processing

944 · 9.4%

Validation and Interpretation

486 · 4.9%

Data / Sample Acquisition

465 · 4.7%

Study Design

338 · 3.4%

Reproducibility, Collaboration and Management

327 · 3.3%

Visualization and Presentation

261 · 2.6%

Writing and Publication

178 · 1.8%

Tasks 热点

Quality Control

539 · 5.4%

Visualization

459 · 4.6%

Data Retrieval

430 · 4.3%

Feature Extraction

368 · 3.7%

Report Generation

345 · 3.5%

Format Conversion

330 · 3.3%

Annotation

300 · 3.0%

Data Management

292 · 2.9%

Summarization

248 · 2.5%

Automation

206 · 2.1%