9. Research & Analysis

Provides initial emergency communication and damage assessment assistance for survival planning after a spaceship crash.

Conducts scientific research on Gaia planet's alien flora, analyzing ecological properties and identifying potential resource applications.

A daily routine for setting up temporary research stations to conduct systematic scientific observations and experiments.

Simulates planetary water crisis management requiring source detection, water quality analysis, and purification to ensure survival.

Simulates exploration of ancient ruins on Gaia planet, gathering historical data to uncover secrets of lost civilizations through systematic research.

Executes web searches using prioritized MCP server strategy (Brave-Search → WebFetch) for efficient information gathering, documentation lookup, and research.

Intelligently selects the optimal search tool (web, local, location, or data) based on user intent, automating the choice between WebSearch, Brave Search, Firecrawl, and others.

Compares performance, cost, and output quality between code-execution and direct-MCP approaches using extracted metrics from results zip archives.

Provides comprehensive analysis of GitHub issues including category breakdown, age distribution, and prioritization recommendations for efficient triage.

Enables browsing, searching, and summarizing of Dfinity forum (Discourse) content with authenticated access.

Conducts in-depth codebase analysis to uncover structural patterns and relationships for technical research purposes.

Conducts competitor analysis, sentiment monitoring, and user research to inform business strategy and product decisions for Leavn.

Analyzes GitHub repos, documentation, and articles to extract patterns and suggest concrete improvements for OpenCode configuration, enhancing skills and agents.

Performs technical research and analysis to understand the technical landscape without implementation, aiding in scoping and decision-making.

Enables efficient web and news search with Tavily, configurable by results count, topic, and time range for targeted information gathering.

Provides systematic competitor analysis, win/loss evaluation, and positioning strategies to build market advantage.

Synthesizes Paul Graham's founder character insights into actionable guidance for developing success traits like resourcefulness and earnestness.

Analyzes past conversation history to identify recurring friction patterns and provides actionable suggestions for improving AI skill performance and user experience.

Generates comprehensive market reports including size, trends, opportunities, and competitive landscape through data-driven analysis.

Analyzes competitors to identify gaps, develop differentiation strategies, and create battlecards for competitive advantage.

Accelerates research and information gathering for academic, market, and competitive intelligence through AI-powered tools.

Analyzes brand websites to extract voice, colors, audience, and competitive positioning, outputting a structured brand_profile.json for content creation.

Assists in designing and analyzing spacecraft subsystems including attitude control, power, thermal management, propulsion, and communications systems.

Identifies high-potential investment opportunities through the analysis of converging positive market factors and trends.