Data Analysis AI Skills

Use when the tablet scheduler is unhealthy: replicas are missing, clone tasks are failing or timing out, balance is too slow (disk usage skewed) or too aggressive (impacting imports), BE decommission…

Automate OriginPro figure generation from Excel or CSV data through Python originpro. Use when an agent needs to create, reproduce, or refine Origin/OriginPro .opju projects, publication PNG/TIFF…

Draws product-design figures and one-page readouts, dashboards and status updates as text with block (░▒▓█) and box-drawing characters - research and survey results, funnels and A/B tests, UX flows…

Take every claim in your current messaging and check whether anything in your evidence base actually backs it. Reads your positioning and copy against your proof material - reviews, case studies, call…

Use this skill for platform product management challenges in B2B or enterprise SaaS contexts. Invoke it when someone needs help thinking through: how platform capabilities should be structured across…

Convert an existing benchmark into a folder of Harbor-format tasks ready for `evolve dataset publish`. Use when the user wants to port, adapt, or import a benchmark (a paper's task set, a repository…

Build complete, SEO-optimized websites using Astro with Tailwind CSS, content collections, and optional Turso database. Use this skill whenever the user wants to create a website, build a site that…

Retrieve and summarize PostPeer social analytics for posts, platforms, connected accounts, date ranges, impressions, views, likes, comments, shares, saves, clicks, and engagement. Use when the user…

Develop WordPress plugins following official WordPress coding standards, security best practices, and WordPress.org directory guidelines. Use this skill whenever the user wants to create, scaffold, or…

Steers Kaggle Hackathon hosts toward defensible LLM-assisted grading workflows collecting writeups and artifacts via the Kaggle MCP server, auditing with hamelsmu/evals-skills, and ranking submissions…

Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data. Use when the user wants to set up, fix, or evaluate analytics tracking (GA4, GTM, product analytics,…

Complete DataForSEO API integration for SEO data and analysis. Use when the user asks for keyword research, search volume, SERP analysis, backlink audits, competitor analysis, rank tracking, domain…

Use this skill as a human-guided research agent for Master and PhD work in computer science, AI, mathematics, engineering, and related technical fields. Use it for research scoping, source ingestion,…

Use this skill any time the user wants to analyze data, create charts, or build data visualizations. This includes: sales analysis, financial modeling, cohort analysis, funnel analysis, A/B test…

French State open data platform (data.gouv.fr) — search catalog, dataset metadata, organizations, download files, query tabular CSV rows (Tabular API), usage metrics (Metrics API), discover external…

Use once a month, or when the platform feels slow, heavy or cluttered, to review the whole platform from the query logs and the repo, and propose improvements with effort and risk.

Produces the technical design document (design.md) from the confirmed requirement digest: solution alternatives, data model, tiered interface contracts, shared-asset inventory with delivery ownership,…

中文学术论文去AI化检测与改写。扫描AIGC高频特征，逐段评估，针对性改写降低AI检测率。适用于本科/硕士毕设论文。当用户说"降AI率"、"去AI化"、"检测AI痕迹"时触发。

Help with migrating classic ABAP custom code toward higher clean core levels (Level A/B/C/D) including custom code adaptation, identifying released and classic API replacements, generating wrapper…

Full-stack AI application generator with Next.js, AI SDK, and ai-elements. Use when creating chatbots, agent dashboards, or custom AI applications. Triggers: chatbot, chat app, agent dashboard, AI…

Deploys the current project to a live HTTPS URL via Cybrix. Activates on any request to make the current project public, get a URL for it, deploy it, ship it, host it, publish it, put it online, or…

A 股板块轮动 & 强势板块识别。覆盖 4 个接口 + 4 个高级 helper + CLI: 今日 Top 板块、板块妖王榜 (跨天龙头持续性)、Top5 板块 N 日排名变化曲线、单板块强度+量能时序。同花顺(ths)/开盘啦(kaipan) 双源,自动处理 88x/80x…

Create publication-quality charts and graphs for economics papers.

Use when the user wants to post or schedule to Bluesky through Publora. Handles the 300-character cap, auto-detected hashtags and links, up to 4 images, and videos. Alt text cannot be set through the…

Build MotherDuck analytics into customer-facing applications with tenant isolation, backend routing, and serving APIs.

Expert guidance on building Swift database client libraries. Use when developers mention: (1) building a database driver, (2) wire protocol implementation, (3) connection pooling design, (4) state…

catfact should become a local, searchable operational workspace, not only an endpoint wrapper. Use for 3 operation/source entries against https://catfact.ninja.

Create publication-grade scientific figures and analysis deliverables from tabular data. Use when the user provides Excel, CSV, or similar structured data and wants charts, plotting, exploratory…

Use when investigating issues, debugging problems for applications, or responding to alerts in the Kubernetes cluster using VictoriaMetrics, VictoriaLogs, or VictoriaTraces.

Use whenever the user wants to find, shortlist, vet, or enrich US AI/ML/data consulting firms (consultancies) — AI/ML development, MLOps, generative AI / LLM apps (RAG, chatbots, agents), computer…

Comprehensive email, lifecycle, and CRM marketing expertise covering strategy, deliverability, list building, segmentation, automation, copywriting, analytics, measurement, channels beyond email (SMS,…

使用 AKShare 库获取和分析中国 A 股市场数据。AKShare 是免费开源的 Python 金融数据接口库，无需注册或 Token。支持：股票实时行情、历史K线、财务报表、估值指标、资金流向、技术指标、定时任务等。当用户需要获取 A 股股价、分析个股基本面、查询财务数据、计算技术指标、分析资金流向时使用此 skill。

Set up end-to-end Change Data Capture (CDC) pipelines on Confluent Cloud using Debezium source connectors, Flink for transformation, and Tableflow for data lake integration. Supports JSON_SR, Avro,…

Use when Codex needs to answer questions or write Python code for Google Earth Engine (GEE), the Earth Engine Python API, geemap, ee.Image/ImageCollection/FeatureCollection workflows, remote-sensing…

微信聊天记录分析助手，用于查询、分析和导出本地微信数据库中的聊天数据。适用场景：(1) 查看与特定联系人或群组的聊天消息，(2) 通过关键词搜索跨会话消息，(3) 分析聊天模式、活跃度趋势或关系动态，(4) 导出多种格式的聊天记录（HTML/PDF/DOCX/CSV/XLSX），(5) 获取社交互动和沟通习惯的洞察，(6) 管理客户关系和跟进提醒，(7) 生成年度报告或统计数据，(8)…

Personalized local-first Chinese recommendation-exemption admissions (保研/推免) radar and workflow platform for monitoring university notice pages, collecting experience sources, filtering summer camp /…

Analyze CGM blood glucose data from Nightscout. Use this skill when asked about current glucose levels, blood sugar trends, A1C estimates, time-in-range statistics, glucose variability, or diabetes…

Dune CLI for querying blockchain and on-chain data via DuneSQL, searching decoded contract tables, managing saved queries, managing visualizations, managing dashboards, and monitoring credit usage on…

Use this skill when an ABM program cannot prove engagement matters, accounts get handed to sales on gut feel, or nobody knows which activity moves buying groups forward. Builds an account engagement…

Find what to make next: proven reels to adapt, outliers in a niche, saved inspiration and the creator's own results. Use before scripting, when asked what to post, to judge whether a reference is…

Use when evaluating, comparing, installing, or recommending a Claude Code plugin, Agent Skill, MCP server, agent toolkit, or GitHub-hosted AI extension, especially when popularity is weak evidence or…

GPT Image 2 AI image generation via EvoLink API. Supports text-to-image, image-to-image editing, batch generation. Multiple sizes (ratio & pixel), resolutions (1K/2K/4K), quality levels…

Apply the owner's writing voice to any draft. Use when a post, script, newsletter, or reply needs to sound like the owner instead of generic AI prose: tone, persona, sentence rhythm, anti-slop rules,…

Выполняет запросы к базе данных 1С:Предприятие через HTTP-сервис. Используй этот навык когда нужно получить данные из 1С, выполнить анализ данных в базе 1С, написать или проверить запрос на языке 1С.

Analyze datasets with preserved raw inputs, explicit cleaning decisions, reproducible figures and PDF reports. Full statistics for one tabular file; descriptive time-series analysis; integrity…

Use for Huawei Cup / China Graduate Mathematical Contest in Modeling work: initialize a competition workspace, interpret the problem, audit attachments, retrieve analogues from the indexed 338-paper…

When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test…

Monitors one category's aggregate health on JoomPulse — Mercado Livre (Brasil) or Shopee Brasil: estimated sales, product count, seller count, the seller-tier mix and market concentration. Each run…

Diagnose slow, expensive, or regressed Apache Spark and PySpark applications by comparing runtime evidence against a healthy run. Use for long stages, stragglers, skew, shuffle, spill, garbage…

阶段三：开源项目研读教学老师。扮演一位经验丰富的开源代码导读导师，带领学生系统阅读 TRL、Open-R1、SimpleRL-Zoo 三个开源项目的核心代码，从工具库到完整项目逐步深入，最终具备独立搭建 SFT+GRPO 训练 pipeline 的工程能力。触发场景：当用户说'阶段三'、'读代码'、'开源项目'、'TRL'、'Open-R1'、'code…

🤖 Data Science & AI/ML skill suite derived from alirezarezvani/claude-skills. Data pipelines, model training, evaluation, MLOps and analytical reporting. Provides 10 specialised commands for…