9. Research & Analysis

Analyzes GitHub contributions (PRs, commits, code reviews) over customizable time periods, delivering detailed activity summaries and technical insights.

Verifies topic research by directly accessing and analyzing source content, ensuring accuracy when studying links and documentation.

Analyzes web performance metrics including Core Web Vitals, identifies optimization opportunities, and provides actionable insights for page load speed and Lighthouse scores.

Critiques ML conference papers with reviewer-style feedback to identify weaknesses and gaps in claims and evidence.

Provides systematic methodology for gathering authoritative, version-accurate documentation to ensure research quality before implementation.

Advanced exploratory testing techniques for planning sessions, investigating bugs, and discovering quality risks using SBTM and RST heuristics.

Generates prioritized test ideas across SFDIPOT dimensions (Structure, Function, Data, Interfaces, Platform, Operations, Time) for requirements analysis.

Analyzes conflicts and ethical dilemmas through evidence-based reasoning, preventing sycophantic thought and ensuring categorical integrity in contested claims.

Guides selection of proven methodologies and expert frameworks for creating or evaluating technical skills, ensuring grounded and optimized approaches.

Accesses Kalshi prediction market data including prices, orderbooks, trades, and events for market analysis and research.

Conducts independent research using WebFetch and WebSearch to validate solutions, test ideas, and deliver evidence-based recommendations without external queries.

Requires confidence percentage, gap explanation, and assumption validation before presenting analytical conclusions.

Retrieves Unity Search provider details via uloop CLI, enabling discovery of available providers and understanding of their capabilities and filters for configuration.

Enables efficient web research, data extraction, and information mapping using Tavily's API for structured results.

Analyzes competitor content to identify missing topics and keywords, revealing strategic gaps and untapped opportunities in your content strategy.

Automates on-page SEO audits to analyze title tags, meta descriptions, headers, content, internal links, and image optimization for improved search visibility.

Analyzes search engine results pages (SERPs) to identify ranking factors, SERP features, and user intent patterns for SEO strategy development.

Generates SEO and GEO performance reports with rankings, traffic, backlinks, and AI visibility metrics, including executive summaries for stakeholders.

Analyzes competitor SEO and GEO strategies, including keywords, content, backlinks, and AI citation patterns to identify market opportunities.

Monitors and analyzes keyword ranking positions in search results and AI responses over time, identifying trends and alerting on significant changes.

Searches for and retrieves technical documentation from the internet, GitHub repositories, and llms.txt format in parallel.

Analyzes US government shutdown effects on financial markets by tracking TGA, bank reserves, EFFR, and SOFR data from FRED API to generate liquidity stress reports.

Conducts AI-driven cryptocurrency market research, analyzing price trends, news sentiment, and investment opportunities.

Reveals precise mechanical alignments between ancient wisdom traditions and modern consciousness frameworks through pattern space navigation principles.