9. Research & Analysis

Searches, filters, and retrieves academic papers from arXiv using keywords, categories, and date ranges for research purposes.

Guides researchers through thesis experiment lifecycle from initial concept to publication preparation.

Conducts market, competitor, and people research using verified external sources for agent creation and informed decision-making.

Enables systematic decomposition of complex, ambiguous problems through structured reasoning to minimize cognitive bias in decision-making.

Provides deep web research capabilities with structured answers and content retrieval using Exa, ideal for complex information synthesis and multi-step research tasks.

Evaluates feature viability through product, market, and technical analysis to determine strategic value before development.

Identifies universal principles by spotting patterns across three or more domains, supporting cross-disciplinary research.

Provides a structured GATHER → ANALYZE → SYNTHESIZE workflow with local-first strategy for efficient research and best practices documentation.

Uses inversion technique to challenge core assumptions, revealing hidden constraints and alternative solutions in analytical problem-solving.

Tests systems at extreme scales (1000x size, instant vs year-long) to reveal fundamental truths obscured at normal operational scales.

Provides real-time web search using GPT-5.2 to gather current information, verify facts, and cite sources for complex research queries.

Conducts technical research, comparison, and evaluation of AI agents, LLMs, frameworks, and technology stacks to support informed decision-making.

Provides real-time web search via Exa AI for current information, fact-checking, and topic research. Triggers on search-related queries.

Enables multi-stage deep investigation and reasoning for complex problems using PAL MCP, supporting architecture decisions and thorough analysis.

Conducts multi-page UX audits combining heuristic evaluation, accessibility checks, and user flow analysis.

Provides comparative analysis of user journey paths across multiple flows to inform business decisions.

Analyzes codebase structure, dependencies, and key components to support development and maintenance decisions.

Research tool for analyzing codebases, investigating implementations, and exploring dependencies to support feature development and user story implementation.

Filters hype and marketing from videos and articles to extract actionable content, delivering clear signal without noise.

Executes Phase 8 of a PhD research pipeline using dynamic AI agents per chapter for automated academic workflow management.

Conducts academic research using OpenAlex, PDF extraction, and web search to generate comprehensive reports with evidence cards covering conflicting ideas and best approaches.

Provides real-time web, documentation, and GitHub repository search for code examples, API references, and solutions using Tavily, Context7, and GitHub Grep.

Plans and executes evidence-based investigations using predefined probes, generating schema-valid findings and reports.

Analyzes web and React applications by mapping endpoints and behavior using HAR and Playwright traces, especially when source maps are unavailable.