Data Analysis AI Skills

Diagnose changes or problems in business performance using available trend, order, product, channel and user data. Use when the user asks why business performance changed, what is driving a decline or…

Build UI with an "Arknights: Endfield"-flavoured industrial look (终末地风味 / 终末地风格 / 工业科技感) on any platform: web, mobile web, iOS, Android, Flutter, React Native, mini programs, desktop. Off-white paper…

Search Xiaohongshu (小红书) and Douyin (抖音) keywords for high-engagement posts and monitor competitor accounts for account-relative anomalies through Just One API, then normalize, deduplicate, rank,…

This skill should be used when the user needs to "design the API", do "endpoint design", pin down a "request/response shape", choose a "pagination" strategy (cursor vs offset), add an "idempotency…

Expo React Native mobile app development with StoreKit 2 subscriptions (expo-iap) plus RevenueCat observer mode, AdMob ads with UMP/ATT consent, PostHog analytics, i18n with RTL, onboarding flow,…

微信公众号自动化运营。触发词：采集热点、公众号日报、周报、检查评论、回复评论、生成文章。依赖 wemp skill。

把内容写进一个正在运行的 infinite-creation 实例（本地漫剧/短视频创作 Agent）：新建项目、写小说原文、写剧本、写分镜、写人物圣经/风格，也能改写**已经生成过的** LLM 产物。只走它的文本写入 API：读写一律通过 HTTP API，不直连数据库/文件；不触发生图/生视频/配音/配乐/导出，不删除项目。触发场景：用户要把小说/剧本/分镜「写进…

Build evidence-aware bilingual literature reviews and interactive dashboards from a local Zotero library or a new topic search. Use for Zotero PDF analysis, paper classification, bilingual research…

Use when running promptminder or promptminder-agent commands, setting PROMPTMINDER_TOKEN, passing --team for workspace scoping, handling JSON stderr errors like "Missing token" or HTTP 401, or using…

Deep Google Ads account audit — keywords, quality scores, budget pacing, search terms

A complete methodology for turning scanned or image-based learning materials into high-quality desktop, web, or mobile practice products. Covers visual transcription, data assembly, answer-key-driven…

When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate…

Two-phase LinkedIn lead pipeline driven by linkedin-cli. Phase A imports leads from a search URL or filters, qualifies them against a configurable ICP via sub-agent, and stores them in a local SQLite…

Apply anonymization (Art. 5, XI) and pseudonymization (Art. 13, §4) techniques to take data out of LGPD scope or reduce risk in analytics pipelines. Use when user asks 'anonimizar', 'pseudonimizar',…

Unified Kaggle skill. Use when the user explicitly mentions Kaggle, kaggle.com, a Kaggle URL, Kaggle competitions, Kaggle datasets/models/notebooks, Kaggle forums/discussions/writeups, Kaggle…

Run vLLM performance benchmark using synthetic random data to measure throughput, TTFT (Time to First Token), TPOT (Time per Output Token), and other key performance metrics. Use when the user wants…

Use when a user wants social media scheduling and publishing for AI agents on X, LinkedIn, Instagram, Facebook Pages, TikTok, Discord, Telegram, YouTube, Reddit, WordPress, and Pinterest through…

技术方案设计与确认（阶段二）。基于已确认的需求，设计数据库、接口、代码结构，生成技术方案文档。

Windows 终端 TUI 工具注入与屏读探测工作流——为新 CLI 工具（终端里跑的 coding agent TUI）定 Windows 注入规格（事件形态/分块/回车/方向键/写入确认）与屏读形态矩阵（整屏 dump/锚判据/解析期望），或诊断注入故障与屏读解析失配。Use whenever 用户要探测某工具能否注入 Windows 终端、接入新 CLI…

Performs deep Root Cause Analysis (RCA) on NVIDIA TAO Visual ChangeNet classification experiments with image-evidence-driven investigation. Use when analyzing ChangeNet model failures, investigating…

Inspect and explain bmad-loop run artifacts under `.bmad-loop/runs/`. Use for live health checks ("is it stuck?", "is the loop alive?", "what is the agent doing?") and post-run forensics ("what…

Create professional equity research earnings update reports (8-12 pages, 3,000-5,000 words) analyzing quarterly results for companies already under coverage. Fast-turnaround format focusing on…

Türkçe metinlerden AI-üretimi yazım imzalarını temizler ve metnin registeri uygunsa insan Türkçesinin ritim imzalarını yerleştirir. "Türkçeleştir," "AI kokusunu at," "bu Türkçe metni doğallaştır,"…

Generate synthetic training data variations using image transforms. Increases dataset diversity with flips, brightness jitter, and noise. Use after labeling.

Guide to spences10's Claude Code ecosystem tools. Use when user asks which tool to use, how tools relate, or needs help choosing between MCP servers, skills, or CLIs.

Diagnose existing Bayesian inference output and evaluate fitted predictions with modern ArviZ DataTree summaries, divergences, rank R-hat, ESS and Monte Carlo precision. Use for posterior predictive…

Select superior mathematical modeling contest problems and modeling-solution routes for CUMCM A/B/C, MCM, ICM, and similar contests. Use when comparing contest topics, choosing modeling methods,…

Generate accurate, runnable quantitative strategy code for the JoinQuant (聚宽) platform. Use this skill when the user asks to write a stock/ETF/futures backtest, paper-trading, or live-trading strategy…

Build a dated, court-sourced table of the generative-AI rules that bind one court filing — disclosure, certification, verification and use requirements — across all four layers that can carry one:…

拓展問題的解釋、選項與跨域類比。當使用者想多角度思考、跳出既有解法、比較決策，或指定使用／學習某個 mental model 時使用。Use for alternative explanations, options, cross-domain analogies, or applying and learning a named mental model.

Adversarial design audit that stress-tests a game feature, system, pitch, roadmap item, or product idea by assuming failure and identifying the most credible reasons it would fail. Use when…

Writes fast, idiomatic Polars in Python using the lazy API, and answers natural-language questions about data in one shot. Use this skill whenever a task involves loading, querying, transforming,…

HTTP/REST API design for Go services: handlers, ServeMux routing, middleware, request validation, pagination, idempotency, health checks, error responses, and graceful shutdown. Use when designing…

Write JavaScript code in n8n Code nodes. Use when writing JavaScript in n8n, using $input/$json/$node syntax, making HTTP requests with $helpers, working with dates using DateTime, troubleshooting…

Assess and optimize data for AI workloads across platforms. Scan estates for prioritization, assess assets against profiles, and guide remediation.

Reads page analytics and click data from Humblytics, generates A/B test hypotheses with element selectors, and launches no-code split tests via the Humblytics MCP. Use when creating A/B tests, split…

经济学实证论文自动化工作流——从选题到排版成文的全流程交互式指导

Predict protein 3D structures with AlphaFold2 via ColabFold — MMseqs2-accelerated MSAs, monomer and AlphaFold2-Multimer complex folding, and confidence-based validation (pLDDT, pTM/ipTM, PAE). Use…

Build, modify, or troubleshoot Sentio projects across processors, Sentio SQL in Data Studio, alerting, and dashboards. Use for tasks involving @sentio/sdk handlers in processor.ts, sentio.yaml config,…

Data quality validation rules, quality metrics, and acceptance criteria for Somali dialect classifier datasets. Covers duplicate detection, language filtering, quality scoring, and validation…

Read, search, summarize, export, and transcribe a user's own local WeChat 4.x history on macOS or Windows; diagnose setup and re-extract the device key after a WeChat update. Use for WeChat messages,…

NVIDIA DeepStream SDK 9.0 development with Python pyservicemaker API. Use when building video analytics pipelines, GStreamer-based video processing, TensorRT inference integration, object…

Stress-tests any causal analysis for threats to validity across 5 categories identification, statistical, data quality, interpretation, and external validity. Use when user says "audit", "review my…

Analisa e cruza as 6 edições da pesquisa **State of Data Brazil** (Data Hackers, 2019 a 2025/26) — carreira, cargos, senioridade, salários, modelo de trabalho, tecnologias, IA generativa e diversidade…

Designing new skill agents via gap analysis, overlap detection, SKILL.md + reference generation, and Nexus integration. Not for task orchestration (Nexus) or format-only audits (Gauge).

Use this skill when the user asks to "design an A/B test", "how should I test this", "experiment design", "how do I run an experiment", "test this feature", "set up a split test", "how many users do I…

Store security scan findings to SQLite and compare against answer sheets or other scan runs. Use when asked to "store findings", "save scan results", "compare against answer sheet", "benchmark scan",…

获取中国金融市场数据（A股、港股、美股、基金、期货、债券）。支持220+个Tushare Pro接口：股票行情、财务报表、宏观经济指标。当用户请求股价数据、财务分析、指数行情、GDP/CPI等宏观数据时使用。

Use this skill when the user asks to analyze data from CSV, JSON, Excel, or database exports — including exploring datasets, computing statistics, creating visualizations, finding patterns, cleaning…

Inventory the integrations, service keys, legacy private apps, and internal tooling that call HubSpot APIs, and flag anything on legacy v1-v4 endpoints or legacy app architecture ahead of HubSpot's…

Amazon-domain general analysis and multi-endpoint research engine. Handles broad or composite Amazon research requests that span multiple data dimensions or have no single specialized angle. For…