Data Analysis AI Skills

Construye un marco de métricas para cualquier producto, equipo o negocio. Úsalo cuando se pida un árbol de métricas, marco de KPI, métrica North Star, embudo AARRR, marco HEART, u OKR de métricas.…

Manage conversation threads (rename, list, search, export)

Provides guidance for implementing OpenTelemetry instrumentation in .NET codebases, covering tracing (Activities/Spans), metrics, logs, naming conventions, error handling, performance, SDK setup,…

MongoDB schema design patterns and anti-patterns. Use when designing data models, reviewing schemas, migrating from SQL, or troubleshooting performance issues caused by schema problems. Triggers on…

Monitor and evaluate RAG systems with retrieval quality metrics, groundedness checks, hallucination detection, and continuous regression testing.

Forecast Claude Code spend to the end of the week or month from the daily session trend on the Agent Monitor dashboard — moving average of daily spend × days remaining, added to spend-to-date. Uses…

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

Complete mass spectrometry analysis platform. Use for proteomics workflows feature detection, peptide identification, protein quantification, and complex LC-MS/MS pipelines. Supports extensive file…

Author, validate, and test Power Query M expressions in semantic model partitions. Automatically invoke when the user mentions "Power Query", "M code", "M expression", "partition expression", "query…

Etsy Ads strategy — budget allocation, bid management, promoted listings, offsite ads opt-out analysis

Build Qwen Image Edit workflows covering model loading, conditioning, LoRAs, prompt patterns, and XY plot testing

Explainer video production guide: scripting, voiceover, visuals, and assembly. Covers script formulas, pacing rules, scene planning, and multi-tool pipelines. Use for: product demos, how-it-works…

Data pipeline and ETL automation - extract, transform, load workflows for data integration and analytics

Develops SAP Fiori applications using SAP Fiori tools extensions for VS Code and SAP Business Application Studio. Use when: generating Fiori Elements or Freestyle SAPUI5 applications, configuring Page…

Use this skill when the user says 'setup domain', 'configure DNS', 'SSL certificate', 'domain-ssl', 'custom domain', 'HTTPS setup', or needs to configure DNS records, SSL certificates, and custom…

Compute technical indicators like RSI, MACD, Bollinger Bands, SMA, EMA for a stock. Use when user asks about technical analysis, indicators, RSI, MACD, moving averages, overbought/oversold, or chart…

Splice-aware RNA-seq aligner producing sorted BAM and splice junction tables. Builds genome index, runs two-pass alignment for better junctions. Outputs sorted BAM, junctions (SJ.out.tab), stats…

Migrate Databricks workloads from classic compute to serverless compute. Use when migrating notebooks, jobs, pipelines, or Scala JARs (`spark_jar_task`) from classic clusters to serverless, checking…

Apply price escalation to CWICR estimates over time. Calculate inflation adjustments, material price indices, and labor rate increases.

Write a user-centered problem statement with who is blocked, what they are trying to do, why it matters, and how it feels. Use when framing discovery, prioritization, or a PRD.

Spatial planning for buildings: floor plan layout and archetypes, circulation design (corridors, stairs, elevators, escalators), core design and vertical service distribution, vertical stacking…

面向 K12 英语的词汇复习、句法错误、听读证据定位、写作修改和翻译反馈。用户提出英语即时答疑、错题或练习时使用；不得把模型反馈包装为官方考试评分。

Data engineering practice patterns for data pipelines, ETL/ELT, orchestration, data quality, and infrastructure. Covers Airflow, Dagster, Prefect, Spark, dbt, data lakes, lakehouses, Iceberg, Delta…

配置已有普通表单或流程表单的原生自定义按钮。用于客户跟进、线索分配、审批后发起订单、触发自动化或打开业务页面；不用于自定义页面内的 React 按钮。

Use when strengthening AISTATS reproducibility evidence, including the official checklist, statistical assumptions, proofs, datasets, hyperparameters, random seeds, compute, uncertainty estimates,…

When the user wants to create sales collateral, pitch decks, one-pagers, objection handling docs, or demo scripts. Also use when the user mentions 'sales deck,' 'pitch deck,' 'one-pager,'…

Use when building comprehensive monitoring and observability systems.

Access the AlphaFold DB of 200M+ AI-PREDICTED protein structures — retrieve models by UniProt accession, download PDB/mmCIF files, and analyze prediction confidence metrics (pLDDT, PAE). Use when a…

Pull metrics from analytics dashboards and internal web tools with Firecrawl browser. Use when the user needs dashboard reporting, cross-platform metric summaries, authenticated analytics extraction,…

Hunt threat-intelligence indicators of compromise (IoCs) across Dynatrace logs and spans and produce a 0-100 threat-exposure score. Extracts and normalizes IoCs — IPs, Domains (hostnames included),…

Build AI agents that automate scientific research — hypothesis generation, experiment design, data analysis, and paper writing using agentic tree search. Use when: automating research workflows,…

The practice of collecting, analyzing, and acting on data to drive product decisions. Great analytics isn't about dashboards—it's about insights that lead to action. Every metric should answer a…

Create marketing visualizations from data. Use when: creating charts for reports; visualizing campaign performance; generating dashboards; presenting data insights; exporting charts for presentations

Spring Boot 授权与企业组织架构模块一键叠加技能，**组织权限领域的唯一权威技能**。面向已使用 springboot-init-skill 生成的项目，标准化落地 RBAC、方法级鉴权、角色-菜单绑定、组织架构、岗位/租户、四级数据权限、个人鉴权与菜单回填接口。触发词："Spring 授权模块","Spring Boot 权限模块","RBAC…

Query the OREGANO knowledge graph for computational drug repurposing. Use whenever the user asks about drug–target–disease–gene–pathway relationships, compound cross-references, drug repurposing…

Comprehensive Google Ads account audit (Microsoft Ads side by side when connected) — campaign structure, budget pacing, conversion tracking, wasted spend — across every campaign type, ranked by…

Local gtag documentation reference (latest). Google tag (gtag.js) documentation. Use for Google Analytics, Google Ads, and Floodlight event tracking, consent mode, e-commerce events, lead generation…

Biological data toolkit. Sequence analysis, alignments, phylogenetic trees, diversity metrics (alpha/beta, UniFrac), ordination (PCoA), PERMANOVA, FASTA/Newick I/O, for microbiome analysis.

Read and write genomic alignment and variant files in Python with pysam (htslib bindings) — SAM/BAM/CRAM alignments, VCF/BCF variants, and FASTA/FASTQ sequences, plus region extraction and per-base…

GPU-accelerates scientific Python on NVIDIA hardware and verifies that the result is correct and faster. Use for CUDA/GPU optimization; CPU-bound NumPy, SciPy, pandas, scikit-learn, NetworkX,…

Generates a community pulse report for a GitHub repository by querying the GitHub Search API for PRs and issues within a date range, computing merge statistics, identifying top contributors,…

Tracks LinkedIn connection requests sent via PhantomBuster and stores analytics in the database. Monitors acceptance rates, pending invites, and new connections. Trigger when asked about LinkedIn…

Generate content for TRMNL e-ink display devices using the TRMNL CSS framework. Use when the user wants to display information on their TRMNL device, send messages to an e-ink display, create…

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,…

Renders the paper-workspace (outputs + lifecycle progress) into a single self-contained HTML dashboard the author can open in a browser, and refreshes it on request. Use when a researcher says "show…

Revenue change management: plan change, design enablement, make it stick, measure adoption. Trigger on change management, enablement design, adoption failure, rollout plan, communication plan,…

Analyze geospatial data using geopandas with proper coordinate projections. Use when calculating distances between geographic features, performing spatial filtering, or working with plate boundaries…

Tracks deal-level performance attribution and GP carry across a multi-deal fund: realized vs unrealized returns, carry waterfall across full fund, clawback exposure, deal team attribution, and GP…

Use this skill when the question is what to *pre-select* in a list of options — radio groups, dropdowns, configuration UIs, plan pickers, sign-up flows, settings. A strong default is the…

Experimental DryUI mobile-density fixture skill for image-to-app layout tests. Use when testing stage 1 page classification, stage 2 runtime-safe DryUI implementation, and stage 3 build/visual repair.

Investigate unexpected behavior in the current Copilot agent session by analyzing its event log. Use when the user asks why something happened, why a request was slow, why a tool was or was not used,…