9. Research & Analysis

Enables web research using Perplexity API with authentication, search strategies, and structured output generation for Claude interpretation.

Facilitates structured, evidence-driven debates on technical decisions using codebase analysis to explore architecture and integration trade-offs.

Conducts deep analysis of unfamiliar codebases to inform architecture planning for migrations or new component design.

Offers a structured methodology for applying systems thinking, including patterns, leverage points, and causal loops to analyze complex systems.

Generates professional 50+ page market research reports in HTML/CSS format with strategic analysis and data integration for AI-editable outputs.

Enables real-time web research via Tavily API for gathering current news, technical data, and domain-specific information.

Fetches real-time Weibo hot search trends for monitoring public sentiment and trending topics.

Conducts user research via interviews, surveys, and analysis to uncover needs, validate assumptions, and inform product decisions.

Analyzes code repositories to uncover hidden patterns, strategic misalignment, and organizational health indicators for improved project assessment.

Analyzes skill execution data to provide performance insights, identify improvement areas, and enable data-driven refinement of skills.

Provides a systematic methodology for root cause analysis of production incidents, outages, and technical issues through structured investigation workflows.

Validates business ideas and feature requests by challenging assumptions, demanding evidence, and ensuring solutions address genuine user needs before implementation.

Conducts systematic patent prior art searches and patentability assessments using BigQuery and CPC classification for intellectual property research.

Searches USPTO MPEP, 35 USC statutes, and 37 CFR regulations for patent law research and analysis.

Provides comprehensive analysis of static site links, identifying broken links, orphan pages, and internal linking issues with HTTP validation.

Detects and scores major web frameworks (e.g., React, Angular) across websites or codebases using multi-signal analysis and confidence scoring.

Curates and analyzes technical articles from engineering blogs on AI, software engineering, and emerging tech trends, delivering actionable insights.

Analyzes legal case facts to identify viable legal theories, causes of action, and evidentiary requirements for case intake and strategy development.

Conducts technical research, analyzes best practices, evaluates feasibility, and delivers actionable reports for development projects.

Researches Jellyfin web UI (jellyfin-web) and desktop app (jellyfin-desktop) features to support implementation decisions.

Conducts comprehensive website audits for SEO, technical, content, and security issues, generating LLM-optimized reports with actionable recommendations.

Provides engineering design and analysis for offshore mooring systems, including compliance with DNV, API, and ABS standards.

Searches recent X/Twitter posts by query, returning raw tweets from the last 7 days for information gathering and research.

Fetches recent tweets from a specified X (Twitter) user account using the X API.