Data Analysis AI Skills

Panel data analysis with Python using linearmodels and pandas.

Use when the user wants to post or schedule to X (Twitter) through Publora, including threads auto-split past 280 characters, up to 4 images, or a video up to 140 seconds. X needs a paid Publora plan.…

Decide whether DuckLake fits a MotherDuck workload and operate it safely. Use whenever DuckLake, open table formats, or customer-owned buckets come up.

open-meteo should become a local, searchable operational workspace, not only an endpoint wrapper. Use for 1 operation/source entries against https://api.open-meteo.com.

Query VictoriaMetrics metrics via curl. Use when running PromQL/MetricsQL queries, discovering metrics/labels, checking alerts and rules, inspecting TSDB status, exporting raw data, checking metric…

Marketing budget planning and forecasting — channel allocation, CAC targets, ROI projections, and spend optimization. Use when "marketing budget", "budget planning", "channel allocation", "marketing…

Content quality audit for both traditional SEO (E-E-A-T) and AI search (citability, structure, authority). Use when user says "content audit", "content quality", "E-E-A-T", "AI citability", "content…

Remotion video composition knowledge — 6 template specs, storyboard-to-composition mapping, frame calculations, animation catalog, transition types, platform rules, retention triggers, and…

Assemble report.md, executive_summary.md and report.pdf from the artifacts. Every number is registered against its source; the PDF is the primary deliverable and the Markdown is the citable source.

Show analytics and usage statistics for Claude Code skills. Displays top skills by usage, satisfaction rates, token consumption, cost estimates, and trend alerts.

Finds fast-growing international (imported) products inside ONE chosen category on JoomPulse — Mercado Livre (Brasil) or Shopee Brasil — and returns them as a product table with price, estimated sales…

Best practices and guidelines for working with Postgres. Covers schema design, indexing strategies, query optimization, migrations, and common pitfalls. Use when writing SQL, designing database…

Financial and statistics report listing and downloading from Google Play Console via GCS. Use when asked to view, list, or download financial earnings, sales, payouts, or app statistics (installs,…

Translates natural language questions into SQL queries, executes against the connected data warehouse, and presents results with visualizations. Enables non-technical retail users to self-serve…

Chart and visualization skills from Ant Group's AntV ecosystem: chart images, G2 chart code, G6 graphs, X6 diagram editors, infographics, GPT-Vis charts, icon search, and narrative text visualization…

Design AI-driven personalization that adapts interfaces to users while respecting privacy, avoiding filter bubbles, and maintaining user agency. Use when: adaptive UI, AI personalization,…

Local document and PDF parsing that returns spatial text with bounding boxes. Use for extracting text from PDFs, DOCX, Office files, and images; running OCR on scans; producing layout-preserved JSON…

Create, revise, audit, and export manuscript scientific figures in Python or R. Use for 论文配图、科研绘图、多面板图 and submission-ready plots, or explicitly requested AI-generated graphical abstracts and…

High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system, and minimal boilerplate. Scales from laptop to supercomputer with same code. Use…

Use when the user wants to connect cognee to external services — switching LLM or embedding providers (OpenAI, Azure, Gemini, Anthropic, Ollama, OpenRouter), changing databases (Postgres, PGVector,…

Design guidance for charts, graphs, dashboards, maps, and data visualizations, including a local palette validator.

Build and run evaluators for AI/LLM applications using Phoenix.

软件开发工程师、产品经理等求职者，在针对特定职位描述投递或跨行转岗时，可一键深度分析岗位需求，自动提取ATS关键词并重组个人经验，快速生成高命中率的定制简历，大幅提升面试邀约率。

Advanced filesystem operations - listing, searching, batch processing, and directory analysis for Clawdbot

用于终稿完成且脚注需要后处理时：去重 [^key] 引用，转换为 [N] 编号，并追加参考文献。

Display HTML content — games, visualizations, dashboards, generated HTML, interactive demos — on a connected canvas-capable display surface. Use when you need to present visual or interactive web…

MATLAB and GNU Octave numerical computing for matrix operations, data analysis, visualization, and scientific computing. Use when writing MATLAB/Octave scripts for linear algebra, signal processing,…

Turn a topic into a ready-to-publish LinkedIn post using PAS, AIDA, BAB, STAR, or SLAY frameworks. Up to 20 nonblank lines, mobile-formatted with blank lines between sentences. Use this skill whenever…

Design, analyze, and optimize cold outbound email campaigns for Instantly. Handles end-to-end ICP definition, expert panel scoring (recursive to 90+), sequence copywriting, infrastructure audit,…

Create template-based infographics with space-separated key-value syntax (NOT YAML). Best for KPI dashboards, timelines, roadmaps, SWOT analysis, funnels, comparisons, and org charts with quick visual…

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,…

Design robust, scalable database schemas for SQL and NoSQL databases. Provides normalization guidelines, indexing strategies, migration patterns, constraint design, and performance optimization.…

Optimize LinkedIn profile for searchability, recruiter visibility, and engagement

Configure a Next.js app using posthog-js so session recording and dead-click capture survive browser ad blockers. Aliases the three blocker-flagged JS chunks (dead-clicks-autocapture.js, recorder.js,…

Patterns for game-like interfaces - health bars, XP bars, mana bars. Apply when building RPG/retro gaming UI components with state-driven visuals.

Use when appending structured perf investigation notes and evidence.

Convert Metabase questions, models, and metrics into ktx Semantic Layer source definitions. Covers result-metadata to KSL column type mapping, FK/PK detection, near-duplicate deduplication,…

Persist and retrieve agent memory across sessions — write durable notes, read by path, recall via semantic search, list/delete, and consolidate. Use whenever the user asks to remember/forget…

When a claim, doc, test, metric, or assumption conflicts with observed behavior, stop theorizing from the map and verify the live code or data; let territory overrule.

Use when the user asks what they are not seeing, what they forgot, what could go wrong, or what an expert would say about a plan, decision, document, code change, or setup they already have. Triggers:…

Analyse 10x Visium spatial transcriptomics: SpaceRanger outs or spatial h5ad in, then QC, Leiden clustering, Wilcoxon markers, Moran's I, neighbourhood enrichment and co-occurrence in one local…

Generate and run minimal reproducible MATLAB or Beita Tianyuan compatible code for the human-approved main method and usable baseline, with compact experiment artifacts and a canonical run summary.

Java 开发规范，包含命名约定、异常处理、Spring Boot 最佳实践等

分析康复训练数据、识别康复模式、评估康复进展，并提供个性化康复建议

Design an attribution model and credit rules. Real path data → attribution-report. "set up multi-touch attribution"

Standard operating procedure for research experiments, data analysis, and visualization. Covers Python/R script execution, statistical analysis, data wrangling (pandas/tidyverse), publication-quality…

Interpret learning analytics data and translate dashboard findings into actionable teaching decisions. Use when reviewing LMS data, quiz patterns, or engagement metrics.

Expert knowledge for Azure Analysis Services development including troubleshooting. Use when resolving server connectivity, firewall/VNet, DNS, client connection, or network error issues, and other…

Access a Base Account via the Base MCP server (mcp.base.org) - wallet, portfolio, sending, swapping, signing, x402 payments, batched calls, and transaction history.

Define KPIs, metrics, and tracking systems to measure brand health, awareness, perception, and equity over time. Use when the user says "brand measurement", "brand metrics", "how do we measure the…

Generate affiliate performance reports with KPIs and recommendations. Triggers on: "show my affiliate report", "how are my programs doing", "performance review", "earnings report", "monthly affiliate…