python-data-analyst
编写用于数据清洗、分析和可视化的 Python 脚本 (Pandas/Matplotlib)
Découvrez les skills blockchain data analysis, comparez leurs dépôts et consultez leurs instructions.
编写用于数据清洗、分析和可视化的 Python 脚本 (Pandas/Matplotlib)
Extracts and analyzes HEC-HMS simulation results from DSS files using HmsDss and HmsResults classes. Handles peak flows, hydrographs, volume summaries, and time series data. Leverages ras-commander's RasDss for...
公式庫管理。觸發詞:找公式, 列出, 更新公式, 刪除公式, 公式庫。
Design data analysis from purpose clarification to visualization. Use when analyzing data, exploring BigQuery schemas, building queries, or creating Looker Studio reports.
Force honest confidence assessment. Express confidence as percentage, explain gaps, validate assumptions before presenting conclusions.
Visualization is communication. Chart selection, encoding hierarchy, accessibility, rendering performance. Use established algorithms - these problems are solved.
Defines the standard output format for aggregated PR review reports. Use this skill to format the combined output from all review agents into a unified, actionable report.
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...
Statistical analysis toolkit for hypothesis testing, regression, correlation, Bayesian statistics, power analysis, and APA reporting. USE when conducting academic research, analyzing experimental data, testing...
Expert guidance for Mermaid.js diagramming library. Create flowcharts, sequence diagrams, class diagrams, state diagrams, Gantt charts, git graphs, and block diagrams. Use when working with Mermaid syntax, crea...
Analyzes CSV files, generates summary stats, and plots quick visualizations using Python and pandas.
Specialized AI assistant for DSPy development with deep knowledge of predictors, optimizers, adapters, and GEPA integration. Provides session management, codebase indexing, and command-based workflows.
Routes data processing, knowledge graph, and analytics tasks. Triggers on graph, vector, knowledge, ontology, process, batch, etl, database, query, csv, json.
Data visualization and chart components for Composable Svelte. Use when creating charts, graphs, or data visualizations. Covers chart types (scatter, line, bar, area, histogram), data binding, state-driven upda...
Run comprehensive data health checks on the database, reporting on data quality issues, dead letters, duplicates, and anomalies. Use when you need to assess overall data quality, identify issues requiring atten...
Run ad-hoc MongoDB queries in natural language. Translates natural language queries into MongoDB queries and executes them. Use for quick data exploration, answering "how many" questions, finding specific recor...
Create diagrams, charts, and visual assets for security documentation. Generate network diagrams, architecture visuals, and data visualizations. Use when creating visual content for reports or presentations.
Analyze and improve Marp markdown presentations using SlideGauge. Use when working with Marp presentations, slide decks, or when user asks to check, analyze, improve, or validate slide quality.
Assistant for creating, editing, and debugging reactive Python notebooks with marimo. Use when you need to build marimo notebooks, debug reactive execution, add interactive UI elements, or convert traditional n...
Use when calling APEX MCP tools (apex_patterns_lookup, apex_patterns_overview, apex_task_create, apex_reflect, etc.) for pattern intelligence, task tracking, or submitting reflections. Reference guide for all 1...
Architecture design templates, mermaid diagrams, documentation patterns, and validation tools. Use when designing system architecture, creating architecture documentation, generating mermaid diagrams, documenti...
Merges multiple time-period behavior summaries into a unified current user profile. This skill should be used when synthesizing a complete user profile from different time periods for personalized emotional com...
Expert analytics engineering covering data modeling, dbt development, data transformation, and semantic layer management.
Expert data science covering machine learning, statistical modeling, experimentation, predictive analytics, and advanced analytics.
Le classement utilise les étoiles du dépôt GitHub indexé. Plusieurs skills peuvent partager ce nombre : ce n’est ni un nombre d’installations ni une note de qualité.