GitHub
database-expert
Advanced database design and administration for PostgreSQL, MongoDB, and Redis. Use when designing schemas, optimizing queries, managing database performance, or implementing data patterns.
☆ 9查看技能
tools data analysis AI 技能
发现 tools data analysis 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
分类目录: tools data analysis
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GitHub
data-science
Data science and analytics expertise for statistical analysis, machine learning pipelines, data governance, business intelligence, predictive modeling, and analytics strategy. Use when building ML models, analy...
☆ 9查看技能
GitHub
data-analyst
데이터 분석 전문가. pandas, numpy, 시각화, 통계 분석 지원.
☆ 9查看技能
GitHub
gene-set-enrichment
Perform gene set enrichment analysis using AI research providers. Analyzes lists of genes to identify biological themes, pathways, and functional associations.
☆ 9查看技能
GitHub
senior-data-scientist
World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. Expertise in Python (NumPy, Pandas, Scikit-learn), R, SQL, statistical methods, A/B testing, t...
☆ 9查看技能
GitHub
ux-researcher-designer
UX research and design toolkit for Senior UX Designer/Researcher including data-driven persona generation, journey mapping, usability testing frameworks, and research synthesis. Use for user research, persona c...
☆ 9查看技能
GitHub
data-analyzer
Analyzes datasets to extract insights, identify patterns, and create visualizations. This skill should be used when users want to explore data, perform statistical analysis, identify trends, or visualize patter...
☆ 9查看技能
GitHub
data-analyzer
Guide for analyzing and visualizing data. This skill should be used when users want to analyze data, create visualizations, or explore datasets.
☆ 9查看技能
GitHub
hepdata
Use when the user mentions 'HEPData' or asks to find experimental data, download data tables from HEP papers, get digitized plots, or retrieve cross-section measurements. HEPData contains data points behind fig...
☆ 9查看技能
GitHub
anndata
This skill should be used when working with annotated data matrices in Python, particularly for single-cell genomics analysis, managing experimental measurements with metadata, or handling large-scale biologica...
☆ 9查看技能
GitHub
networkx
Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. Use when working with network/graph data structures, analyzing relationships between entities, computing gra...
☆ 9查看技能
GitHub
exploratory-data-analysis
Analyze datasets to discover patterns, anomalies, and relationships. Use when exploring data files, generating statistical summaries, checking data quality, or creating visualizations. Supports CSV, Excel, JSON...
☆ 9查看技能
GitHub
hypogenic
Automated hypothesis generation and testing using large language models. Use this skill when generating scientific hypotheses from datasets, combining literature insights with empirical data, testing hypotheses...
☆ 9查看技能
GitHub
sql-performance-review
Review and improve Databricks SQL queries for correctness, readability, and performance (joins, filters, aggregations, partition pruning). Use when someone pastes a SQL query, asks why it is slow, or requests a...
☆ 8查看技能
GitHub
summarize-experiment
Create a lightweight summary of experiment results from a completed (fine-tuned and evaluated) experiment. Use after run-experiment to capture key metrics from the experiment in textual form.
☆ 8查看技能
GitHub
xlsx
Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for...
☆ 8查看技能
GitHub
development-estimation
Use when estimating time, effort, or complexity for features or projects - provides structured estimation workflows with breakdowns, risks, and confidence intervals.
☆ 8查看技能
GitHub
user-journey-mapping
Create comprehensive user journey maps that identify pain points, opportunities, and emotional states across touchpoints. Use when mapping user experiences or analyzing conversion flows.
☆ 8查看技能
GitHub
monthly-financials
Turn your bookkeeper's export into actionable runway insights. Process month-end financials, compare actuals to projections, and generate variance analysis.
☆ 8查看技能
GitHub
skill-refinement
Feedback-driven skill improvement through tool outcome analysis. Collects execution data and surfaces insights for skill refinement. Use this skill when you want to: - Understand how skills are performing ("sho...
☆ 8查看技能
GitHub
database-administrator
Copilot agent that assists with database operations, performance tuning, backup/recovery, monitoring, and high availability configuration Trigger terms: database administration, DBA, database tuning, performan...
☆ 8查看技能
GitHub
dev-swarm-mermaid
Create Mermaid diagrams and convert them to images. Use when needing to visualize flows, architecture, or data structures.
☆ 7查看技能
GitHub
interface-review
Review web interface implementations across Interactivity, Typography, Motion, Touch, Optimizations, Accessibility, and Design/UX. Based on industry best practices and UX psychology principles. Use for UI compo...
☆ 7查看技能
GitHub
mermaid-diagrams
Generate diagrams from text using Mermaid CLI (mmdc) - flowcharts, sequence diagrams, ERDs, class diagrams, state machines, and more.
☆ 7查看技能
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。