Data Analysis AI Skills

Choosing the right concurrency abstraction in .NET - from async/await for I/O to Channels for producer/consumer to Akka.NET for stateful entity management. Covers both high-level abstractions and…

Connect Claude to HubSpot's official remote MCP server for conversational CRM lookups, spot-checks, and small confirmed edits. Covers the MCP connector setup with OAuth and PKCE, what the server's…

Use for shared-data (lake-mode / cloud-native) deployments only — not for shared-nothing. Covers DataCache corruption and autoscaling-induced compaction regressions, S3 multipart upload failures and…

Adds and runs data quality checks (dbt-test style assertions) on a project's warehouse tables and saved-query views, and HogQL catalog metrics: not-null, uniqueness, accepted values, referential…

Write, review, debug or optimize spatial SQL on an already chosen engine, including DuckDB Spatial, PostGIS, BigQuery GIS, Snowflake and Sedona. Use for spatial predicates, joins, indexes, query…

Draft, restructure, or plan Nature-style manuscript sections from author-provided claims, results, figures, notes, or Chinese drafts. Use when the user wants to write or rebuild an abstract,…

GSLIB-inspired geostatistics library for variogram analysis, kriging, and simulation. Use when the agent needs to: (1) Calculate experimental variograms, (2) Fit variogram models, (3) Perform…

Monitor outbound deliverability health across domains, inboxes, DNS, bounces, spam placement, reply rates, and reputation signals. Produces alert thresholds, dashboard spec, weekly QA checklist, and…

Catalyst QuickML — no/low-code ML, Generative AI, and ready-to-use AI platform. Covers (1) Prediction: ML pipelines, classification/regression, text analytics, recommendation, forecasting, clustering,…

Every Better Stack Uptime feature, plus an offline SQLite mirror and cross-resource fleet analytics - what's down and who's paged, coverage gaps, MTTA/MTTR, flapping, on-call gaps, and status-page…

Inspect an input AnnData h5ad file and produce auditable single-cell RNA-seq quality-control evidence without modifying or filtering the source data.

Help with CDS (Core Data Services) view entity development including data modeling, annotations, associations, compositions, access controls, aggregate expressions, built-in functions, and input…

Interpolate missing bounding boxes across video frames using bidirectional pandas interpolation to maintain smooth tracking through occlusions

Load files, object storage, dataframes, or external databases into MotherDuck with bulk ingestion. Use for any import of data into MotherDuck.

pypi should become a local, searchable operational workspace, not only an endpoint wrapper. Use for 2 operation/source entries against https://pypi.org.

Use whenever the user wants to find, shortlist, vet, or enrich US recruiting and staffing firms — executive search/retained search, RPO, tech/sales/healthcare recruiting, contingent/contract staffing,…

Implements Syncfusion .NET MAUI Carousel (SfCarousel) for navigating through image data or content collections. Use when implementing carousel controls, populating carousel items, or configuring view…

Build a white-labeled, client-facing intelligence dashboard — a live, branded reporting surface an agency stands up per client instead of sending static reports. Covers brand auto-extraction from the…

Redigér og kvalitetssikre norsk tekst som havner i en fil eller blir publisert: README-er, dokumentasjon, ADR-er, UI-tekst, nettsider, nyhetssaker, e-poster, commit-meldinger og PR- og…

Automated QA testing using playwright-cli (CLI tool, NOT MCP tools). Provisions a test user, opens a headless browser, logs in, navigates to target pages, takes screenshots, and generates a REPORT.md.…

GTM data architecture for revenue operators who are not data engineers; warehouse-native and zero-copy patterns that have won in the market. Use when designing GTM data stacks, planning data…

Structures Benchmark and Evaluation papers using the five-pillar framework (Research Gap, Construction Pipeline, Evaluation Framework, Empirical Findings, optional Companion Method). Returns a…

Chief Technology Officer (CTO) orchestrator for architecture governance, build-vs-buy decisions, tech debt management, engineering standards, platform strategy, and security posture. Orchestrates…

Multi-site agency dashboard. Use /fleet to see 100+ sites in one view — health, clicks, cost, drift alerts, by-client + by-vertical aggregation. Daily landing page for an operator managing many SEO…

Use when searching for or using public datasets/models on Roboflow Universe (universe.roboflow.com), the open repository of 1M+ computer vision datasets and 50K+ pre-trained models.

Data migration to and within Dataverse. Use when: data migration, data import, bulk load, CSV import, legacy CRM migration, data quality, deduplication, staging tables, KingswaySoft, Azure Data…

Experimental DryUI layout-only skill that extracts responsive page structure as abstract colored blocks with strict shell-only layout areas and fixed page container queries. Use when testing…

Landing page conversion optimization with layout rules, hero section design, and CTA psychology. Covers above-the-fold formula, social proof placement, mobile design, and F-pattern reading. Use for:…

Synthesize user research into themes, insights, and recommendations. Use when you have interview transcripts, survey results, usability test notes, support tickets, or NPS responses that need to be…

Advanced swarm orchestration patterns for research, development, testing, and complex distributed workflows

Builds a self-contained HTML page (chart, table, diagram, dashboard) to show inline in a thread. Use before calling show_html_page, html_preview or html_render, or whenever an answer reads better as a…

Solves seawater carbonate chemistry with PyCO2SYS for chemical oceanography, ocean acidification, and marine carbon-cycle research. Use for paired total alkalinity, dissolved inorganic carbon, pH, or…

Interactive training for the GitHub Copilot CLI. Guided lessons, quizzes, scenario challenges, and a full reference covering slash commands, shortcuts, modes, agents, skills, MCP, and configuration.…

Use for GPU-accelerated machine learning on tabular data using NVIDIA cuML. Triggers when tasks involve classification, regression, clustering, dimensionality reduction, or model training on datasets.

Analyze A/B test results with statistical significance, sample size validation, confidence intervals, and ship/extend/stop recommendations. Use when evaluating experiment results, checking if a test…

TimescaleDB - PostgreSQL extension for high-performance time-series and event data analytics, hypertables, continuous aggregates, compression, and real-time analytics

Use when testing the golden_jupyter_kw golden build

Formulate statistical research problems with formal notation, target parameters, assumptions, hypotheses, evaluation criteria, and theory targets.

Generate a professional, client-facing GEO report combining all audit results into a single deliverable with scores, findings, and prioritized actions

Builds multiple variants of a component you're working on and helps you iterate and pick one.

Trustpilot customer reviews scraper for any company listed on trustpilot.com — given a company domain (e.g. shopify.com, apple.com, shopwagandtail.com) plus optional filters (page number, single star…

用于撰写或组织研究报告结构。按读者认知任务（全景/对比/调查/时序）和领域惯例（学术/医疗/法律/政策）选择报告模板。

Write a blameless incident postmortem under postmortems/ following the Google SRE shape — evidence-based timeline, trigger vs root cause vs symptom, contributing factors, what went well, and…

分析发布日志数据，从发布时间、标签效果、内容类型、粉丝增长四个维度归因内容表现，输出可执行的优化建议。 当用户说"发布数据分析""归因分析""什么时间发好""标签效果""内容表现分析""发布日志分析"时使用。 和 skill-social-performance-review 的区别：本 SKILL 从发布日志做四维归因，review 做跨平台月度组合复盘。

Show vault statistics and knowledge graph metrics. Provides a shareable snapshot of vault health, growth, and progress. Triggers on "/stats", "vault stats", "show metrics", "how big is my vault".

Analyze SaaS company valuation compression between funding rounds. Use this skill whenever the user asks about: how much a SaaS company's valuation multiple changed between rounds, why the ARR…

企业微信智能表格内容操作技能——专注于智能表格（smartsheet）的数据、结构与样式管理：读取表结构与记录、管理子表/字段/记录/视图/图表，以及修改行列样式（填色/高亮）；记录新增或更新遇到 851003 / no authority 时通过 Webhook 兜底写入。触发条件：用户提到智能表格、企微表格、smartsheet 的内容操作或样式修改，或链接形如…

Annotate CNVs with genes, pathways, and clinical significance. Use when interpreting CNV calls or identifying affected genes from copy number analysis.

设计 BK-CI 数据库表、DDL 脚本、索引、分表或数据归档策略时使用。当用户提到表结构、字段设计、索引优化、SQL 脚本命名、分片、归档迁移时优先使用。

Audit websites and landing pages for conversion issues and design evidence-based A/B tests. Use when the user mentions "landing page isnt converting", "conversion rate", "A/B test", "why visitors…

Creates interactive dashboards using Bionic's dashboard DSL.