Skills for “analysis”

DAVIS problem analysis including root cause identification, impact assessment, and correlation with other telemetry. Use when querying or investigating detected problems. Trigger: "active problems", "root cause…

…traces, spans, service dependencies, and request flow analysis. Use when investigating span-level details, failures, performance bottlenecks, or trace correlation. Trigger: "trace analysis", "slow requests",…

Orchestrates modular PyTorch profiler trace analysis with TraceLens: generates perf reports, prepares category data, runs system-level and compute-kernel subagents in parallel, validates outputs, and writes a…

This skill guides the use of Jupyter notebooks for data analysis, exploration, and visualization, particularly with BigQuery. It outlines best practices for notebook execution and validation (supporting both…

Produce a deep country economic analysis using Bigdata.com data — GDP, inflation, monetary policy, labor markets, debt mechanics, and investment implications. Goes beyond a point-in-time snapshot: structural and…

…BOTH a sector AND a country or region. Triggers: "macro analysis of X in Y", "European financials outlook", "US technology sector view", "India consumer sector", "China EV sector", "Japanese semiconductor industry",…

…call. Triggers: "analyze the IPO of X", "S-1 analysis", "upcoming listing for X", "IPO report on X", "should I look at X's IPO", "pre-IPO research on X", "X IPO…

…move probability between the cases. Triggers: "scenario analysis for X", "bull base bear for X", "what's the upside and downside on X", "expected value for X", "probability-weighted view on X", "risk reward on X",…

Analyze a market sector using Bigdata.com data — performance, valuations, themes, sub-industries, and upcoming catalysts. Maps the sector to its own operating and valuation KPIs rather than generic P/E, reads cycle and…

Cloud FinOps cost analysis. Use when investigating cloud spend, cost anomalies, cost spikes, budget analysis, or any questions about AWS, Azure, GCP costs and billing. Requires a New Relic account with Cloud Cost…

Analyze customer feedback using Pendo's feedback tools — cluster themes, extract insights, and surface churn/frustration risks. Use whenever the user asks about feedback trends, top complaints, feature requests, Voice…

…keyword research, rank tracking, site audits, content gap analysis, competitor keyword reverse-engineering, AI visibility across five platforms (ChatGPT, Perplexity, Google AI, Gemini, Grok), and GitHub repo SEO.…

Use when the user asks to analyze or understand a RevenueCat experiment or its results.

…multivariate user handling ("Exclude from analysis" vs "Use first seen variant"), and how to read results once the experiment is live. Use when the user adds or edits a primary or secondary metric…

…with clickable portfolio drill-downs. Use for co-investor analysis or asking who invested in a specific portfolio company — including a quick one-company answer ("who else is in [Company]"). Trigger phrases:…

…python, execute code, run script, web scraping, data analysis, image processing, video editing, 3D models, automation, pandas,…

Use this when the page-import pipeline needs to determine the authoring approach (default content vs blocks) for scraped content before generating import HTML for AEM Edge Delivery Services. Covers validating block…

Investigate ZIA Sandbox file analysis results, quarantine issues, and security policy enforcement. Uses sandbox report, quota, behavioral analysis, and file hash tools combined with SSL inspection checks to diagnose why…

…from a dashboard, or wants to clone/adapt an existing…

…hit rate, partial reads, over-fetch). Usage: /kernel-trace-analysis <cmd> Can also analyze an existing dispatch dir directly: /kernel-trace-analysis --dir…