data-analysis-patterns
Best practices for data aggregation, recalculation, and category management in scientific analyses. Covers when to recalculate vs reuse aggregated data,…
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Updated 10-27 00:15
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Best practices for data aggregation, recalculation, and category management in scientific analyses. Covers when to recalculate vs reuse aggregated data,…
Draft high-performing LinkedIn posts using learnings from tweet performance data and 0 Finance messaging guidelines
End-to-end data analysis assistant. Covers data processing, insight generation, report writing, and data visualization workflows. Always approaches tasks from…
Data analysis dashboard (instrument panel) development skill. Use when users need to develop data dashboards, create/edit Dashboard projects, build…
Query the BCRA (Banco Central de la República Argentina) Central de Deudores API to check the credit status of individuals or companies in Argentina's…
Simulate a senior-year high school liberal arts tutor, using heuristic teaching methods to tutor comprehensive liberal arts questions in politics, history, geography, etc. Focus on cultivating understanding, memory, and analytical ability. Use when students raise liberal arts questions, request explanations of historical events, geographical phenomena, or political principles.
Audit a whole project for UX problems, architecture weaknesses, data reliability risks, security boundaries, and performance or delivery risks using parallel…
End-to-end discipline for turning any large data source (audio libraries, email takeouts, document corpora, chat exports, API dumps) into brain pages at scale.…
PyGraphistry visualization: bindings, color/size/icon encodings, layout controls, static export, and privacy-safe link sharing. Use when asked to "color nodes…
Use for Teleport access list work with tctl; listing available resources (servers, databases, apps, etc.) before choosing an access grant target, creating new…
Specialized in database migrations and data seeding. Trigger this when creating tables, modifying schemas, or preparing initial data.
Use HasData to scrape any public web page, run real-time Google/Bing/Google-AI-Mode search queries, pull structured data from e-commerce, real-estate, lodging,…
Use when developing BigQuery Dataform transformations, SQLX files, source declarations, or troubleshooting pipelines - enforces TDD workflow (tests first),…
Use when connecting to PostGIS databases, loading spatial tables, or executing SQL from PyQGIS. Prevents connection string errors and plain-text password…
Creating interactive data visualisations using d3.js. This skill should be used when creating custom charts, graphs, network diagrams, geographic…
Foundational plotting library. Create line plots, scatter, bar, histograms, heatmaps, 3D, subplots, export PNG/PDF/SVG, for scientific visualization and…
Bulk RNA-seq DE with PyDESeq2: load counts, normalize, fit negative binomial models, Wald test (BH-FDR), LFC shrinkage, volcano/MA plots. Use for two-group…
Use when user asks to create/edit Online graph charts, data visualization, or says "创建图表", "生成图表", "新建图表", "做一个图表", "online图表", "数据图表", "柱状图", "折线图", "饼图",…
JeecgBoot system master data query and management. Use when user asks to query/create/manage system master data, or says "query role", "query user", "query department", "query dictionary", "create dictionary", "create role", "query position", "query job title", "query tenant",…
Detect anomaly detector operations. Auto-activating skill for Data Analytics. Triggers on: anomaly detector, anomaly detector Part of the Data Analytics skill…
Build and evaluate classification models for supervised learning tasks with labeled data. Use when requesting "build a classifier", "create classification…
Configure dashboard layout planner operations. Auto-activating skill for Data Analytics. Triggers on: dashboard layout planner, dashboard layout planner Part…
Build this skill enables AI assistant to provide interpretability and explainability for machine learning models. it is triggered when the user requests…
Implement custom role-based access control via JWT claims in Supabase: app_metadata.role, RLS policies with auth.jwt() role extraction, organization-scoped…