9. Research & Analysis

Starts structured red vs. blue team debates via subagents to explore topics from multiple adversarial perspectives.

Enables web research using Gemini CLI for inaccessible sites (e.g., Reddit) and multi-source deep analysis when standard tools fail.

Assesses company suitability using a 6-category rubric to determine alignment with user requirements.

Stress-tests game concepts by evaluating technical feasibility, scope risks, and market comparisons to validate viability before development.

Produces research outputs with properly cited sources for sector analyses, investment notes, and verifiable research reports.

Provides expert analysis of Brazil's 1988 Federal Constitution, including fundamental rights, state organization, and judicial power.

Analyzes competitor advertising strategies, messaging, channels, and performance to deliver actionable marketing intelligence.

Conducts thorough academic and professional research with verified sources and proper citation formatting.

Conducts multi-source research using Perplexity, Gemini, and Claude across three query modes for comprehensive information gathering.

Conducts lead research and qualification using data sources, social media, and business intelligence to support sales and marketing initiatives.

Provides verified research with reliability labels, source cross-verification, and Korean context optimization for accurate information gathering.

Conducts performance analysis, load testing, and quality metric analysis for software systems to evaluate system behavior and quality.

Provides optimized cutting parameters (feeds, speeds, depths) for CNC machining based on material and operation.

Performs DuckDuckGo web searches and returns results, enabling efficient information gathering for research purposes.

Orchestrates systematic multi-source research workflows from web search to documentation analysis and synthesis for comprehensive domain investigation.

Conducts pre-task requirements analysis and data collection by integrating document searches and experience retrieval for comprehensive information gathering.

Analyzes and compares game distribution platforms (Xbox, Steam, Epic) including features, policies, and submission processes for strategic release planning.

Tracks and analyzes skill evolution over time, documenting changes, measuring impact, and providing insights into development and improvement.

Assists in evaluating and comparing development tools, frameworks, and libraries through PoC planning and decision frameworks for informed technical selection.

Creates Ralph-compatible prompts with systematic research phases, synthesis requirements, and deliverable specifications for technical analysis and planning tasks.

Supports user research and behavioral analysis with usability testing, UX reviews, feedback analysis, and journey mapping to enhance user understanding and design improvements.

Provides market research and trend analysis support, including persona definition, competitor benchmarking, market sizing, and need assessment for strategic decision-making.

Searches the Claude Collective Intelligence knowledge base for solutions to common problems, triggered by user queries about issues or specific terms.

Toolkit for researching patterns, best practices, and technical knowledge across web, GitHub, and documentation sources.