9. Research & Analysis

Assists in formulating clinical research questions, evaluating evidence quality, and conducting systematic reviews using health research methodology and evidence-based frameworks.

Verifies claims and evaluates evidence by cross-referencing sources, assessing credibility, and identifying knowledge gaps to support informed decision-making.

Analyzes interconnected systems with feedback loops and emergent behavior to identify leverage points for effective intervention and understand unintended consequences.

Enables synthesis of multi-source information and evaluation of analogies for problem-solving, pattern identification, and cross-domain knowledge transfer.

Accesses raw conversation history from Claude Code sessions for analytical review and insight generation.

Routes tasks to cognitive reasoning modes (causal, abductive, dialectical) and simulates structured dialogue for multi-perspective analysis and synthesis.

Analyzes competitive landscape to identify market gaps, positioning opportunities, and competitor threats for strategic business decisions.

Assists in gathering and synthesizing insights from external documentation, academic papers, and articles upon user request.

Generates competitive analysis packs including landscape mapping, differentiation hypotheses, battlecards, and monitoring plans for strategic positioning and win/loss analysis.

Plans, conducts, and synthesizes user interviews to produce a complete User Interview Pack with recruiting plans, discussion guides, and synthesis reports.

Constructs and evaluates philosophical thought experiments to test intuitions, reveal conceptual commitments, and analyze theoretical implications.

Analyzes complex texts to extract and visualize argument structures, identifying premises, conclusions, and assumptions using Toulmin model or standard form.

Validates research studies against standardized reporting checklists to ensure compliance with academic and publication standards.

Performs systematic literature reviews including comprehensive searches, quality assessments, evidence synthesis, and meta-analyses.

Verifies compiler optimization correctness using formal methods to guarantee semantic preservation in code transformations.

Analyzes arguments to identify and classify logical fallacies, providing precise explanations of reasoning failures based on logical principles.

Creates effective survey instruments, implements sampling strategies, optimizes response rates, and manages multi-channel data collection for research purposes.

Provides an interface to interact with interactive theorem provers for formal verification of software and hardware systems.

Applies critical theory frameworks to analyze cultural texts and phenomena.

Encodes texts using Text Encoding Initiative (TEI) standards for scholarly digital editions, annotations, and academic apparatus.

Conducts in-depth research on specialized domains, compiles references, analyzes best practices, and synthesizes knowledge for new specialization creation.

Analyzes philosophical concepts by examining necessary/sufficient conditions, identifying counterexamples, and clarifying boundaries to resolve ambiguities.

Analyzes educational curricula for gaps, overlaps, and misalignments against established standards and learning progressions.

Library implementing abstract domains for static analysis and abstract interpretation in program analysis research.