9. Research & Analysis

Systematically evaluates research projects, POCs, and prototypes for production readiness using a structured framework and gap analysis.

Systematically extracts business requirements from legacy codebases using the Horseshoe Model to bridge implementation details and architectural intent.

Conducts academic research, generates typst documents with cetz visualizations, and explains complex topics until comprehension is achieved.

Builds structured research prompts for academic, market, and technical domains by transforming topics into comprehensive, domain-specific queries.

Analyzes AI lab researcher communications to detect early signals about unreleased AI research and capabilities in social media and interviews.

Extracts structured claims, predictions, and opinions from AI research content like tweets and blog posts to identify assertions about AI capabilities and progress.

Analyzes TraitorSim game logs, trust matrices, voting patterns, and emergent social behaviors to examine results and debug gameplay issues.

Configures TraitorSim parameters including regional rules, recruitment mechanics, end-game modes, and player counts for simulation testing and rule comparison.

Automates competitive analysis of Android mobile apps via ADB, capturing UX/UI elements and generating reports for market research.

Searches Lean 4 and Mathlib for theorems, lemmas, and definitions by type signature, name, or pattern, supporting formal verification research.

Guides implementation by finding and applying relevant research from documentation or academic sources to feature development, bug fixes, and technique exploration.

Gathers comprehensive company intelligence from multiple sources to support job application preparation and interview research.

Analyzes candidate experience against job postings to calculate fit percentage and recommend application suitability.

Generates a concise 24-hour tactical market brief covering equities, commodities, and macro/FX with JST timestamps and structured formatting.

Generates travel briefs with destination research and packing checklists for trip planning, documentation, and destination information requests.

Conducts external codebase research by locating canonical repositories/docs via web search, then verifies findings through GitHub source or official documentation with version-specific evidence.

Enables novel problem-solving by identifying and applying structured analogies from established domains to new challenges, enhancing strategic analysis.

Systematic problem-solving methodology that explores multiple solution paths in parallel, evaluates them rigorously, and recursively deepens the best path.

Analyzes recent coding chat history to identify knowledge gaps, searches for relevant learning resources, and provides a report to support developer growth.

Provides industry-specific AI agent recommendations across finance, healthcare, education, and 10+ sectors based on 500+ project analysis and 2026 trends.

Systematically explores 8-10 solution options in parallel, prunes conservatively, and returns 3-5 viable solutions for unknown problem spaces.

Converts ambiguous questions into structured, documented action plans with traceable research artifacts for clarity and accountability.

A tool for searching, filtering, and retrieving academic papers from arXiv with keyword, category, and date range capabilities for research updates.

Analyzes Reddit and forum discussions to uncover real competitors, brand reputation, and user comparisons for market positioning insights.