9. Research & Analysis

Structured framework for complex multi-step analysis using state-based reasoning, decision thresholds, and quality scoring to resolve ambiguous problems with multiple logical paths.

Automates finding free full-text academic papers using Unpaywall API, bypassing paywalls for scholarly access.

Automates academic literature review through parallel subagents for efficient paper screening and deep analysis of research papers.

Orchestrates systematic literature research through search, evaluation, traversal, and synthesis of academic sources.

Enables optimized PubMed searches with keyword refinement and metadata extraction for scientific literature research.

Automates academic paper screening via two-stage process: abstract scoring followed by targeted data extraction for research relevance.

Automates academic citation network traversal using Semantic Scholar, with relevance filtering and deduplication to streamline research.

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.

Extracts key insights from meeting or interview transcripts, identifying decisions, learnings, failures, and patterns.

Enables deep exploration and understanding of codebase structure, current state, and flow through targeted investigation and analysis.

Conducts systematic research and analysis, ensuring depth and accuracy in information gathering and synthesis.

Provides real-time web search capabilities to retrieve the latest news, product details, and technical documentation on demand.

Thoroughly researches code repositories to deliver structured summaries with file references, identifying patterns and auditing implementations.

Facilitates structured debates between main and sub-agents to uncover blind spots, explore multiple perspectives, and challenge assumptions for improved decision-making.

Guides qualitative researchers through abductive analysis of interview data using Timmermans & Tavory's theory-first approach to identify anomalies and develop novel theoretical insights.

Guides sociological researchers through systematic literature review processes including search, screening, and synthesis using OpenAlex API for structured database building.

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

Synthesizes academic literature through theoretical mapping, thematic clustering, and debate identification using Zotero for full-text access.

Monitors competitor social accounts, detects viral content, and analyzes industry trends for strategic business insights.

Generates evidence-based documentary reports by synthesizing information from memory systems, artifacts, and GitHub issues with full citation chains.

Conducts external research, analyzes findings, and integrates knowledge into project memory systems for actionable context.

Captures and analyzes conversation patterns (high/medium/low confidence) from user corrections and praise to drive continuous improvement across all skills.

Systematically investigates Neovim plugin ecosystem for version compatibility, GitHub issues, breaking changes, and alternatives.