analysis▌

Analyze search engine results pages to understand ranking factors, SERP features, and AI overview patterns. \n \n Maps SERP composition including AI Overviews, featured snippets, People Also Ask, knowledge panels, and organic results to reveal what Google shows for a query \n Analyzes top 10 ranking pages for common patterns: domain authority, content length, freshness, structure, and on-page factors that drive rankings \n Identifies SERP feature opportunities (featured snippets, PAA answers) an

Comprehensive code reviews covering quality, security, performance, and best practices. \n \n Systematic review process across five dimensions: code quality, security vulnerabilities, performance, testing, and maintainability \n Includes initial assessment, detailed analysis guides, and constructive feedback frameworks \n Covers pull request analysis, coding standards compliance, and developer mentoring through structured review \n Best practices emphasize respectful feedback with explanations a

Guides backlink profile analysis: assessing quality, identifying issues, and planning improvements.

Comprehensive biological interpretation of spatial omics data. Transforms spatially variable genes (SVGs), domain annotations, and tissue context into actionable biological insights.

Systematic threat identification using the STRIDE methodology for security analysis and documentation. \n \n Covers six threat categories (Spoofing, Tampering, Repudiation, Information Disclosure, Denial of Service, Elevation of Privilege) with specific questions and control families for each \n Includes ready-to-use templates for threat model documents, data flow diagram analysis, and risk assessment matrices with prioritization \n Provides Python utilities for automated threat enumeration, que

Comprehensive team structure, compensation, and equity planning for early-stage startups from pre-seed through Series A. \n \n Provides role-by-role hiring guidance, salary benchmarks (US 2024), and fully-loaded cost calculations across engineering, sales, product, customer success, and G&A functions \n Includes equity allocation frameworks by stage and role, option pool sizing, and founder vesting guidelines \n Covers organizational design patterns, reporting structures, span-of-control ra

Comprehensive analysis of mass spectrometry-based proteomics data from protein identification through quantification, differential expression, post-translational modifications, and systems-level interpretation.

Exploratory Data Analysis (EDA) is the critical first step in data science projects, systematically examining datasets to understand their characteristics, identify patterns, and assess data quality before formal modeling.

A powerful CLI tool for trading analysis that provides stock quotes, charts, technical indicators, news, and more.

Comprehensive toolkit for analyzing Neuropixels high-density neural recordings using current best practices from SpikeInterface, Allen Institute, and International Brain Laboratory (IBL). Supports the full workflow from raw data to publication-ready curated units.