Anthropic Skills

Data consistency review guidance. Use when reviewing database changes, migrations, schema modifications, or data integrity concerns.

Get help with Triqual plugin features, workflows, and troubleshooting. Use when user asks how do I use triqual or needs guidance.

Rigorous data investigation with hypotheses, YoY context, and audit trail.

コード差分を詳細にレビュー

Manage indicators and metrics in the Engage Analytics dbt project. Use when working with healthcare analytics indicators, adding new metrics, creating questionnaire response models, or understanding the metrics architecture. Triggers on requests involving indicator creation, metric definitions, questionnaire data models, PHQ-9/GAD-7 scores, mwTool eligibility, or dbt model development for Engage.

This skill should be used when creating or editing marimo reactive notebooks. Keywords: marimo, reactive notebook, data app, mo.ui.

Manage indicators and metrics in the Engage Analytics dbt project. Use when working with healthcare analytics indicators, adding new metrics, creating questionnaire response models, or understanding the metrics architecture. Triggers on requests involving indicator creation, metric definitions, questionnaire data models, PHQ-9/GAD-7 scores, mwTool eligibility, or dbt model development for Engage.

Generate DuckDB SQL queries. Use when user asks about DuckDB queries, data analysis, exploring .ddb database files, CSV files, Parquet files, wants help editing/improving SQL, asks to use the duckdb skill, references duckdb assets, or wants to initialize/setup duckdb analysis.

Mathematical rendering with MathTex, Tex, tex_to_color_map, custom equation classes, and formula animation patterns.

Data visualization and inspection skill. Use when user asks to plot, chart, graph, or visualize data from files or marimo notebooks. Also use for DataFrame inspection when user wants to "show", "display", or "see" data structure (columns, dtypes, first N rows). Supports matplotlib/seaborn for plots, marimo notebook extraction, and artifact management in .viz/.

Database schema design, ETL pipelines, and data quality for RetentionAI. Use this skill when working on: (1) Database schema design and migrations, (2) ETL pipelines (GA4, Stripe, Shopify), (3) Data quality validation, (4) Multi-tenant JSONB patterns, (5) Query optimization and indexing, (6) Data generation and seeding.

An Arabic-speaking educational assistant for JABALF15AI students. It teaches Power BI and Python, provides exercises, corrects errors, and explains concepts simply.

Specialist in generating comprehensive Markdown reports of the knowledge model.

Domain expertise for metagenomics and microbiome analysis. Trigger when analyzing microbial communities, calculating diversity metrics (alpha/beta diversity), taxonomic profiling, comparing multiple samples, or processing 16S/shotgun metagenome data. Provides patterns for streaming analysis of large metagenome datasets.

Automates the process of preparing data for Power BI analysis. It cleans data using Pandas, generates DAX measures, and creates Python integration scripts.

ストレージ使用量を調査しレポートを生成。「ストレージ調査」「ディスク容量」「storage report」と依頼された際に使用。

Patterns for processing multiple samples efficiently. Trigger when analyzing cohorts, processing sample batches, or parallelizing analyses. Provides patterns for sample sheets, parallel processing, and result aggregation while maintaining streaming memory efficiency.

Automates the process of preparing data for Power BI analysis. It cleans data using Pandas, generates DAX measures, and creates Python integration scripts.

Generates a premium golden-themed Power BI dashboard design. It provides JSON themes, visual configurations for KPIs, charts, and slicers to create a high-end aesthetic.

Makie animations, dashboards, and interactive visualizations using Observables, events, and UI widgets.

Track data lineage, ensure reproducibility, and maintain audit trails. Trigger when processing data, creating outputs, or needing to document analysis provenance. Ensures all analyses are reproducible and traceable.

Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When working with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas

An Arabic-speaking educational assistant for JABALF15AI students. It teaches Power BI and Python, provides exercises, corrects errors, and explains concepts simply.

Generates a premium golden-themed Power BI dashboard design. It provides JSON themes, visual configurations for KPIs, charts, and slicers to create a high-end aesthetic.

Guide synthesis of Action Mapping workshop outputs into structured discovery documents. Use when processing workshop notes, creating needs analysis, building learner personas, summarizing discovery sessions, or preparing design briefs from stakeholder meetings.

Standard reporting formats and output generation for the lab. Trigger when creating reports, generating summaries, or formatting analysis outputs. Ensures consistent, professional deliverables. CUSTOMIZE THIS SKILL with your lab's report templates.

This skill should be used when verifying inputs, outputs, calculations, conclusions, and data accuracy. Use for "verify calculations", "check inputs", "validate outputs", "audit formulas", "verify logic", or when reviewing code that performs mathematical operations, financial calculations, statistical analysis, or data transformations.

Unified analysis skill - Python data analysis (--data) or KB gap identification (--kb)

Standard analysis pipeline templates for the lab. Trigger when setting up new analyses, creating workflows, or asking about standard procedures. Provides pre-approved, validated pipeline structures. CUSTOMIZE THIS SKILL with your lab's standard workflows.

Data Tool Suite - LLM-observable workflows for dbt project data exploration

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: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas

Visual explanations, Mermaid diagrams, and concept visualization.

Expert knowledge of sequence analysis for longitudinal data, including TraMineR (R) and TanaT (Python) packages. Use when working with state sequences, event sequences, trajectory analysis, distance metrics (optimal matching, Hamming, LCS), clustering, and visualization of sequential data.

根据往期体彩大乐透数据，预测本期大乐透5注号码

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This skill should be used when the user asks to \"create report\", \"dashboard\", \"chart\", \"visualization\", \"analytics\", \"scheduled report\", \"export data\", or any ServiceNow reporting and dashboard development.

Review evaluation results and summarize performance across a test run.

Create Investigation/Analysis Report. This skill should be used when summarizing investigation or analysis work into a structured GitHub Flavored Markdown report. Use it after completing research, debugging, security audits, or other analytical tasks.

分析 GEF 和 draw2d 源码并深入理解核心数据结构和算法。当需要分析 draw2d 代码时调用。