9. Research & Analysis

Refines raw research questions into structured prompts compliant with OpenAI/Google Deep Research standards, enabling precise AI-driven research tasks.

Executes 8-stage stock investment due diligence, generating cited reports on company fundamentals, industry trends, and valuation metrics.

Researches industry standards and patterns using MCP references to generate technical research content for story documentation.

Conducts pre-test research on real-world problems, competitor solutions, and customer complaints, then posts findings as Linear comments for related tasks.

Conducts in-depth web research for blog content, including search, media collection, source verification, and citation management to ensure accuracy and credibility.

Synthesizes research findings from codebase exploration and approach comparisons into structured OAK planning documents using the oak.plan-research workflow.

Provides research patterns for Azure AI Foundry Agent Service SDK, aiding implementation, method lookup, code samples, and Azure.AI.Projects API troubleshooting.

Enforces strict verification of external facts by requiring source links and updated timestamps, preventing fabrication in responses to real-time queries.

Provides real-time restaurant recommendations and details by querying verified sources, asking clarifying questions when information is insufficient.

Provides verified news briefings with source links and timestamps for current events, headlines, and breaking news, ensuring reliability and accuracy.

Verifies current weather conditions including temperature, forecast, and alerts by sourcing from reliable local updates and providing location-specific data without fabrication.

Provides real-time currency exchange rates with source citation and update time, avoiding fabrication for conversion requests.

Provides hotel recommendations, price comparisons between official sites and OTAs, and verified policy details with source links, no automatic booking.

Provides real-time high-speed rail updates in China, including timetables, ticket availability, and delays using official sources with source links and update times.

Enables efficient search and research of technical documentation for frameworks and libraries.

Enables deep reasoning and first-principles analysis to deconstruct complex problems into fundamental truths for rigorous problem-solving.

Provides efficient search and analysis of technical documentation for frameworks and libraries to support development research.

Enables deep reasoning and first principles analysis to deconstruct complex problems to fundamental truths.

Enables deep reasoning and step-by-step analysis using first principles to solve complex problems.

Conducts comprehensive requirements analysis, technical specifications, and agile documentation for architecture and design reviews.

Accesses and retrieves academic papers from arXiv with search, download, and reading features via API and web scraping.

Retrieves academic papers, recent research, and most cited studies on longevity, aging, and lifespan extension upon user request.

Searches academic repositories (arXiv, Semantic Scholar) for scholarly articles in physics, math, CS, and related fields.

Synthesizes findings from multiple research sources into coherent insights, combining data from various sub-agents or research threads for actionable analysis.