Data Analysis AI Skills

Write, structure, or revise academic paper sections, keep notation consistent, refine figures and tables, and set up or fix the LaTeX build (TeX distribution, biber vs bibtex, venue templates,…

Fetch construction material prices from open APIs. Track price trends, regional variations, and update cost databases.

Load before querying a Honeycomb OpenTelemetry metrics dataset (dataset_type=metrics): gauges, counters, histograms and sums, including infrastructure metrics such as CPU, memory, disk I/O and…

Query NCBI ClinVar via the E-utilities API or FTP for the clinical significance (pathogenicity) of human germline genetic variants, searching by gene, variant, condition, or genomic position and…

Generates Logging Query Language (LQL) queries for Google Cloud Logging from natural language. Use this skill when you need to query log data or when you are debugging issues. You can filter log data…

Define UX metrics and KPIs that connect design decisions to measurable outcomes. Use when choosing what to measure. For presenting the results afterwards, use `design-impact-reporting` (design-ops).

Every Apple framework, indexed locally, with deprecation analysis and an MCP server no other Apple-docs tool has. Trigger phrases: `look up an Apple API`, `what's deprecated in iOS`, `find a SwiftUI…

Use when evaluating the clinical utility of a binary prediction model from a single clinical CSV file by fitting a logistic decision-curve model, plotting decision and clinical-impact curves, and…

Authors and queries Fabric Eventhouse and KQL databases: tables, functions, policies, materialized views, ingestion, and read-only KQL for real-time and time-series analytics. All KQL database work…

Use when organizing AAAI supplementary material, including the technical appendix, multimedia appendix, and code/data ZIPs, while respecting that AAAI supplements are due with the paper, treated as…

社媒数据记录与趋势分析。三种模式：(A) 记录快照 — 记录当日粉丝数、互动量等指标快照； (B) 增长趋势 — 分析粉丝增长率、增速变化、里程碑预测；(C) 内容生命周期 — 追踪单条内容 从发布到衰减的数据变化，判断速爆型/稳增型/长尾型。当用户说"记录数据"、"今天粉丝数"、 "增长趋势"、"粉丝增长"、"内容生命周期"、"这条笔记数据变化"、"数据快照"时触发。

Build MATLAB apps from requirements to working code. Asks discovery questions (or skips them when the path is known), recommends UIFigure or UIHTML architecture, identifies layout archetype…

Prepare a paper for peer review. Reads the paper and experiment results, selects the strongest ablations, anticipates reviewer questions, finds weaknesses before submission, and drafts rebuttals to…

Use before launching sequences to validate content, data, compliance, and monitoring.

protocols.io REST API: search and fetch wet-lab, bioinformatics, and clinical protocols by keyword, DOI, or category, with steps, reagents, materials, equipment, timing. Public access free; auth…

Create original short videos using the 数据折叠｜总量下钻到当前值 Creative DNA for MiniMax H3 or Seedance 2.0. Use when the user wants this causal, camera, motion, rhythm, or payoff structure with new subjects and…

Load when the operator asks a conceptual question about observability or Honeycomb: what observability is, why wide events, what high cardinality or dimensionality means, events vs metrics vs logs,…

Create original short videos using the 数据折叠｜总量下钻到当前值 Creative DNA for MiniMax H3 or Seedance 2.0. Use when the user wants this causal, camera, motion, rhythm, or payoff structure with new subjects and…

Access the COSMIC catalogue of somatic mutations in cancer to query somatic mutations, the Cancer Gene Census, mutational signatures, and gene fusions (authentication required). Use when curating…

Generates Google Cloud Monitoring Server-Driven UI (SDUI) Widget and XyChart Protocol Buffer textprotos from resolved PromQL or ListTimeSeries queries. Use when: - Generating valid…

Deep cultural adaptation of translated blog posts. Run after blog-translate completes. Goes beyond translation to swap brand examples, adapt CTAs, substitute legal references, localize statistic…

Every Apple Search Ads feature, plus local cost analytics, bid optimization Trigger phrases: `check my Apple Search Ads campaigns`, `list ASA keywords`, `optimize Apple Ads bids`, `apple search ads…

Use when building a decision tree model in R and generating feature importance ranking outputs. Supports classification and regression, automatic task detection, parameter validation, model evaluation…

Use when deciding whether a project is a strong AAAI submission across its broad AI scope, should be reframed or routed to a dedicated track such as AI for Social Impact or AI Alignment, or should…

Build, query, and analyse biomedical knowledge graphs in TuringDB, a columnar graph database with git-like versioning.

Create and customize MATLAB charts and plots. Plot types (line, scatter, bar, histogram, heatmap, surface), axes configuration, annotations, data tips, interactive plots, animation, multiple axes with…

Load when an investigation needs Honeycomb telemetry to find a root cause: a latency spike, an error surge, a deployment regression, a failing dependency or an SLO burning budget. Gives the order of…

SaaS uygulaması için Supabase veritabanı altyapısını kur. Proje oluşturma, şema tasarımı, Row Level Security (RLS), migration, connection pooling, realtime ve edge function yapılandırması. Bu skill'i…

Candlestick pattern recognition engine, pure pandas vectorized implementation of 15 classic candlestick patterns (5 single-candle + 5 double-candle + 4 triple-candle + 1 trend confirmation),…

Generates valid Cloud Monitoring ListTimeSeries requests and aggregation specifications from metric descriptors and resource parameters. Use when asked to create, generate, format, or build…

Designs and builds Axiom dashboards via API. Covers chart types, APL and metrics/MPL query patterns, SmartFilters, layout, and configuration options. Use when creating dashboards, migrating from…

[omh] Hermes ops observability workflow: prepare an operations command-board for wrapper-safe token, cost, latency, run history, queue, failure-mode, external metric-provider, and service-quality…

Use when screening differentially expressed genes from a bulk expression matrix between two user-specified groups, producing DEG tables, a volcano plot, and a clustered heatmap. Triggers include DEG…

Use when tasks involve creating, editing, analyzing, or formatting spreadsheets (`.xlsx`, `.csv`, `.tsv`) using Python (`openpyxl`, `pandas`), especially when formulas, references, and formatting need…

Use when the user wants to analyze dataset bias, create stratified samples, evaluate fairness, or plan dataset collection. Triggers on phrases like "dataset bias", "stratified sample", "class…

Load before building or reading a Honeycomb run_query on a trace, log or event dataset. Covers which operation to pick (percentiles and HEATMAP over AVG), relational fields (root., parent., any.,…

SaaS uygulamasını production'a taşı. Vercel, Railway veya Fly.io ile deployment, domain yapılandırması, SSL, ortam değişkenleri, CI/CD, izleme ve operasyonel hazırlık. Bu skill'i kullanıcı deploy,…

Retrieve, query, and identify relevant Google Cloud Monitoring metric descriptors for a GCP service or resource (such as Compute Engine, Spanner, BigQuery, Cloud Run, Cloud SQL, Pub/Sub, Cloud…

Monitoring and observability with OpenTelemetry, Prometheus, Grafana dashboards, and structured logging

L'unica CLI per il portale dell'Assemblea Regionale Siciliana: cerca Trigger phrases: `ars sicilia`, `assemblea regionale siciliana`, `disegni di legge sicilia`, `interrogazioni ars`, `mozioni…

Use when analyzing bulk RNA-seq or microarray expression data to identify differentially expressed genes between two biological groups (case vs control), with volcano plots and heatmap visualization.…

Manages Fabric IQ Ontology items, including entity and relationship types, data bindings, and definition updates, plus schema, lineage, grounding, and graph-walk exploration. Use for ontology…

Evidence-before-action diagnosis of failing ML experiments. Probes the system before guessing causes, process list, dmesg, GPU stats, log scrollback, checkpoint state, then states a hypothesis as a…

Assesses AI bias risks for GDPR Art. 9 special category data and AI Act Art. 10 data governance. Covers fairness metrics, bias detection methods, mitigation strategies, and documentation requirements…

微型团队CRM：基于飞书多维表格的客户管理、商机漏斗、跟进记录、看板视图、仪表盘和自动化提醒。当用户需要以下操作时触发：系统搭建（'创建CRM'、'搭建销售管理系统'、'新建CRM系统'）；客户管理（'新增客户'、'客户建档'、'客户列表'、'修改客户'、'删除客户'）；商机管理（'创建商机'、'商机列表'、'商机跟进'、'推进商机'、'赢单'、'丢单'）；跟进记录（'记录跟进'、'跟进记录'、'…

Next.js 14+ App Router patterns including RSC, ISR, middleware, parallel routes, and data fetching

OmniMuseum aggregator for a daily contemplative art practice — eight open-access museum and astronomy APIs as one local corpus. Trigger phrases: `sit with a piece of art`, `today's piece of art`,…

Use when selecting predictive genes or other molecular features from bulk expression matrices for binary case-vs-control classification with elastic net logistic regression, including coefficient path…

Use when the user wants to design experiments, plan ablation studies, structure baselines, or create incremental evaluation strategies. Triggers on phrases like "design ablation", "plan experiment",…

Use this skill to plan, direct, troubleshoot, and hand off provider-independent live or hybrid livestream event productions, including run of show, crew, capture, audio, graphics, switching, guests,…

Use this skill when the user is deploying or operating the DOCA Argus Service — the packaged BlueField-side runtime-security container that watches the BlueField and attached host for suspicious…