Data & Analytics

Open, create, read, analyze, edit, or validate Excel/spreadsheet files (.xlsx, .xlsm, .csv, .tsv). Use when the user asks to create, build, modify, analyze, read, validate, or format any Excel spreadsheet, financial model, pivot table, or tabular data file. Covers: creating new xlsx from scratch, reading and analyzing existing files, editing existing xlsx with zero format loss, formula recalculation and validation, and applying professional financial formatting standards. Triggers on 'spreads...

股票综合分析与可视化工具。输入股票代码或名称，自动采集K线数据、技术指标、 新闻资讯、财报信息，生成交易策略建议，并输出可视化HTML报告。 触发场景： - 用户提供股票代码/名称要求分析（如 "分析AAPL" "看看茅台"） - 用户询问某只股票的买卖时机 - 用户需要股票技术面/基本面综合报告 - 用户要求生成股票分析可视化页面 支持市场：美股(NYSE/NASDAQ)、A股(上交所/深交所)

RSS 资讯聚合工具。从全球 92 个高质量技术博客采集 AI/科技资讯，支持关键词搜索、主题分类、时间范围过滤、来源筛选，输出 Markdown 和 HTML 双格式报告。

专业金融分析师助手，帮助用户分析上市公司财务数据并生成研究报告。 触发场景: (1) 用户需要分析公司财务报表 (2) 用户询问"分析这家公司"、"生成研报" (3) 用户需要行业对比、趋势分析 支持: 财务分析、行业对比、投资建议

实时监控关键业务指标和系统状态，提供异常检测和自动告警服务。当用户需要监控数据变化、设置阈值提醒或查询实时状态时调用。

Feature adoption, retention, user journey analysis

Funnel analysis, campaign attribution, conversion tracking

Sets up analytics and tracking for funnel pages. Covers GA4, Meta Pixel, Google Tag Manager, conversion tracking, and UTM parameter handling.

Google API integration for blog performance: PageSpeed Insights, CrUX Core Web Vitals with 25-week history, Search Console performance, URL Inspection, Indexing API, GA4 organic traffic, NLP entity analysis for E-E-A-T, YouTube video search for embedding, and Google Ads Keyword Planner. Progressive feature availability based on credential tier (API key, OAuth/service account, GA4, Ads). Shares config with claude-seo at ~/.config/claude-seo/google-api.json. Use when user says "google data", "p...

Generate dark-mode-compatible inline SVG data visualization charts for blog posts. Supports horizontal bar, grouped bar, donut, line, lollipop, area, and radar charts with automatic platform detection (HTML vs JSX/MDX). Enforces chart type diversity, accessible markup (role=img, aria-label), source attribution, and transparent backgrounds. Use whenever the user mentions data visualization, charts, graphs, comparison tables that need to be visualized, or wants to embed inline SVG visualization...

Full-site blog health assessment scanning all blog files for quality scores, orphan pages, topic cannibalization, stale content, and AI citation readiness. Spawns parallel subagents for comprehensive analysis. Produces per-post scores and a prioritized action queue. Use when user says "audit blog", "blog audit", "site audit", "blog health", "audit all posts", "check all blogs".

Audit and score blog posts on a 5-category 100-point scoring system covering content quality, SEO optimization, E-E-A-T signals, technical elements, and AI citation readiness. Includes AI content detection (burstiness, phrase flagging, vocabulary diversity). Supports export formats (markdown, JSON, table) and batch analysis with sorting. Generates prioritized recommendations (Critical/High/Medium/Low) with specific fixes. Works with any format (MDX, markdown, HTML, URL). Use when user says "a...

Fetch structured data from 17 authoritative APIs — arXiv, Census Bureau, GitHub, NASA, Wikipedia, PubMed, news, weather, finance, FEC, and more — through a single endpoint. Use when you need real data from authoritative sources for research, visualizations, or analysis.

Generate publication-quality scientific figures with consistent styling. Use when experiments need visualization, benchmarking results need plots, or papers need figures.

Analyzes experimental results. Interprets findings, generates figures, prepares data for synthesis.

Obtains datasets needed for experiments. Searches repositories, downloads data, validates integrity.

Review product metrics, identify trends and anomalies, connect movements to OKRs and recent changes, and produce actionable recommendations.

Analyze customer feedback from any source. Categorize by theme, frequency, and severity. Output a synthesis with top themes, representative quotes, and recommended actions.

Detect institutional whale activity in options for a given underlying. Use when the user asks about unusual options activity, large block trades, whale trades, or institutional options flow for a specific symbol.

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 analysis.

Get real-time stock quote with price, volume, change, market cap, and 52-week range for any ticker symbol. Use when user asks about current stock price, quote, or basic stock info.

Analyze option spread strategies like vertical spreads, iron condors, straddles, strangles. Use when user asks about spreads, multi-leg strategies, vertical spread, iron condor, straddle, strangle, or strategy analysis.

Scan stocks for Poor Man's Covered Call (PMCC) suitability. Analyzes LEAPS and short call options for delta, liquidity, spread, IV, yield, trend direction, and earnings proximity. Use when user asks about PMCC candidates, diagonal spreads, or LEAPS strategies.

Scan stocks for bullish trends using technical indicators (SMA, RSI, MACD, ADX). Use when user asks to scan for bullish stocks, find trending stocks, or rank symbols by momentum.