9. Research & Analysis

Pauses implementation during repeated failures to conduct root-cause analysis, gather evidence, and resume only with a verified plan.

Conducts deep research using web, documentation, and code search to evaluate libraries, patterns, and state-of-the-art solutions.

Enables structured complex analysis with revision, branching, and dynamic adjustment capabilities for problem-solving.

Lists available Telegram groups and channels to help users discover accessible communities and resources.

Searches and retrieves synced Discord message history to analyze conversations and locate specific content.

Provides a structured approach for analyzing code structure, architecture, and dependencies to generate insights and reports without making code changes.

Extracts high-value, actionable insights from research documents, RCAs, design documents, and memos by filtering non-essential content.

Provides strategic web research using WebSearch and WebFetch to gather accurate, relevant information from authoritative sources with proper attribution.

Fetches YouTube video transcripts and captions from user-provided URLs or explicit requests.

Generates and evaluates 4-6 expert perspectives to critically analyze propositions, uncover blindspots, and explore diverse viewpoints on topics.

Provides structured methodologies to identify and leverage connections between disparate disciplines for innovative problem-solving and insight generation.

Guides systematic qualitative analysis of interview data in sociology, supporting theory-informed and data-first approaches with quality checkpoints.

Guides qualitative interview data analysis using abductive reasoning, following Timmermans & Tavory's theory-first approach to uncover anomalies and generate novel theoretical insights.

Guides sociologists through systematic literature review stages including search, screening, and synthesis using OpenAlex API for database construction.

Structures empirical research investigations for code analysis, system documentation, and bug exploration. Creates dated project folders with READMEs for comprehensive documentation.

Provides systematic analysis of articles and long-form content using five proven thinking models including Critical Thinking and Systems Thinking.

Assists users in planning genealogy research projects, including source organization and goal setting for family history studies.

Provides natural language query-based lookup for static context files, returning relevant paths for other skills to reference.

Conducts requirements gathering, technical research, and effort/risk estimation for business analysis, stakeholder analysis, and competitive analysis.

Researches EVM SDK patterns (viem, alloy) to guide Brane feature design and API implementation based on existing solutions.

Simulates US federal and state tax and benefit policies using variables and household scenarios for policy analysis.

Provides standardized analysis patterns for PolicyEngine research repositories, including CRFB, newsletters, dashboards, and impact studies.

Conducts comprehensive codebase research by spawning parallel sub-agents and synthesizing findings into structured research documents.

Aggregates and contextualizes information from multiple sources to prepare grounded research sessions with evidence-based insights.