Data & Analytics

Howard Marks-style market cycle position 0-100, with 0 = panic bottom (hard offense) and 100 = euphoric top (hard defense). Blends VIX (40%) + SPY IV Rank (25%) + Put/Call ratio (20%) + valuation percentile (15%) into a single number and maps to an offense-vs-defense posture. Authenticated signal, no analysis-credit deduction, 5-min cache — the goal is to make "where are we in the cycle" a one-call lookup. Triggers: "where is the market in the cycle", "Howard Marks style cycle read", "am I su...

Market-wide sentiment dashboard with VIX, Put/Call ratio, Fear & Greed Index, market breadth, and sector rotation analysis. Classifies current regime as risk-on, risk-off, or neutral. Triggers: "market sentiment", "is the market fearful", "VIX analysis", "put call ratio", "market breadth", "fear and greed", "risk on or risk off", "advance decline", "new highs new lows", "sector rotation", "market regime"

Track the macro variables that actually move your portfolio — VIX, US10Y, DXY, gold, oil, etc. — with auto-computed impact on user's holdings. Each tracked indicator returns current value, change, and AI-generated impact analysis linked to the user's profiles. Use when: adding a macro indicator, pulling current macro dashboard, asking how VIX affects the portfolio. Triggers on: "track VIX", "current 10-year yield", "how's the dollar doing", "add gold to my macro watch", "remove US10Y", "宏观指标"...

Greeks dashboard for any option contract or multi-leg position. Covers first-order Greeks (Delta, Gamma, Theta, Vega, Rho) and second-order Greeks (Charm, Vanna, Volga). Returns individual and position-level Greeks with scenario heatmaps. Use when: checking option sensitivities, managing position risk, understanding theta decay, analyzing gamma exposure, hedging a portfolio. Triggers on: "Greeks for AAPL 220 call", "position Greeks", "theta decay analysis", "gamma exposure NVDA", "delta of my...

Full earnings-season IV analysis: historical crush, implied move forecast, IV Rank strategy tag, and a priced Iron Condor quote ready to trade. Triggers: "earnings crush AAPL", "NVDA IV before earnings", "implied move MSFT", "iron condor for META", "IV rank AAPL earnings", "earnings play TSLA", "should I short premium before AMZN earnings", "post-earnings IV drop", "straddle before earnings", "pre-earnings strategy"

Side-by-side comparison of 2-5 stocks or options across GBM Five Pillars scores, options metrics, technicals, and valuations. Identifies the winner by category. Triggers: "compare AAPL vs MSFT", "NVDA or AMD", "which is cheaper TSLA or META options", "tech stock comparison", "side by side", "versus", "which is better", "compare options", "cheapest IV", "best value stock"

Invoke Alibaba Cloud Apsara Data Agent for Analytics via CLI to perform natural language-driven data analysis on enterprise databases. Data Agent for Analytics is an intelligent data analysis agent developed by Alibaba Cloud Database team for enterprise users. It automatically completes requirement analysis, data understanding, analysis insights, and report generation based on natural language descriptions. This tool supports: discovering data resources (instances/databases/tables) managed in...

Alibaba Cloud Data Agent MCP skill (alibabacloud-data-agent-mcp-skill, data-agent MCP) for enterprise database/file analysis. Use when the user asks (in any language, including Chinese) to query/analyze DMS-managed databases, run SQL/data analysis, start quick-query (lite) or deep-analysis (pro/ultra) sessions, generate reports/insights, upload CSV/XLSX/JSON/TXT files, manage Data Agent workspaces/custom agents/sessions/files, or mentions Data Agent, data-agent, DMS, Data Center, data analysi...

Data structure for annotated matrices in single-cell analysis. Use when working with .h5ad files or integrating with the scverse ecosystem. This is the data format skill—for analysis workflows use scanpy; for probabilistic models use scvi-tools; for population-scale queries use cellxgene-census.

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 question that changes behavior. This skill covers event tracking, metrics design, dashboards, user behavior analysis, and data-driven decision making. The best analytics teams measure what matters, not what's easy to measure. Use when "analytics, metrics, tracking, dashboard, funnel, cohort, retentio...

This skill performs complete ATAC-seq data quality control from BAM and

This skill performs complete ATAC-seq data quality control from BAM and

Main steps include:

Main steps include:

生成统计分析方法类教程 (.rmd/.qmd)，确保理论背景、模型假设、完整分析流程与结果解释并重。

JACKS (Joint Analysis of CRISPR/Cas9 Knockout Screens) for modeling sgRNA efficacy and gene essentiality. Use when analyzing multiple CRISPR screens simultaneously or when accounting for variable sgRNA efficiency across experiments.

This skill group covers the calculation and visualization of Fermi surfaces

Extract, filter, annotate, and export differential expression results from DESeq2 or edgeR. Use for identifying significant genes, applying multiple testing corrections, adding gene annotations, and preparing results for downstream analysis. Use when filtering and exporting DE analysis results.

Transform CSV/Excel data into narrative reports with auto-generated insights, visualizations, and PDF export. Auto-detects patterns and creates plain-English summaries.

Transform CSV/Excel data into narrative reports with auto-generated insights, visualizations, and PDF export. Auto-detects patterns and creates plain-English summaries.

Specialized ML model development, training, and deployment workflow

Ray Train scales machine learning training from single GPU to multi-node

Ray Train scales machine learning training from single GPU to multi-node

---name: prs-net-deep-learning-agent