9. Research & Analysis

Provides real-time Kalshi prediction market data including prices, odds, and trading analytics for election and sports betting forecasts.

Retrieves and presents project context including existing specifications, active changes, capabilities, and requirements based on user queries.

Specialized agent for competitive analysis using Gemini DeepSearch MCP to investigate direct/indirect competitors and identify market differentiation strategies.

Provides research-based tech stack recommendations for rapid MVP development, prioritizing developer experience, free tiers, and battle-tested solutions.

Assists in researching, analyzing, and planning scalable, secure, and maintainable technical solutions through systematic information gathering and evaluation.

Matches and compares similar archaeological relics in the vicinity of a designated investigation area for research purposes.

Provides expert review of academic manuscripts in political science, economics, and quantitative social sciences, emphasizing methodological rigor and research design.

Retrieves web search results using Zhipu's search engine based on user-provided keywords for information gathering.

Conducts deep code and system analysis using multi-dimensional reasoning via the Quantum Cognitive OS for complex architectural evaluation.

Automates comprehensive web-based information gathering for any topic, delivering relevant and current data.

Integrates real-time web search, analytical processing, and persistent memory for comprehensive research on complex, current topics.

Enables complex research and real-time data gathering using xAI's Grok model for Twitter/X insights, current events, and multi-step analysis.

Researches implementation patterns and story context from git history using a story ID for feature analysis.

Provides calibrated probability estimates for uncertainty, risk assessment, and forecasting using superforecasting methodology to address questions about likelihood and future events.

Evaluates workout readiness using sleep, soreness, and training load data to recommend proceed, modify, or skip decisions.

Provides decomposed reasoning with explicit confidence scoring for complex technical decisions, debugging, and architectural choices to track uncertainty and prevent wasted effort.

Enforces iterative web research for technical queries to verify current documentation, versions, and behavior, preventing outdated assumptions in coding and DevOps contexts.

Answers queries about C3 system architecture, component locations, and functionality using C3 IDs and the .c3/ directory.

Facilitates idea exploration via conversational inquiry, offering opinions and suggesting background agents for deeper investigation.

Retrieves authoritative bibliographic references for Foreign Credential Evaluation (FCE) based on AICE standards, supporting credential assessment processes.

Autonomously discovers, evaluates, and imports historical texts from digital archives for academic research, collection gap analysis, and thematic text batches in Western esoteric traditions.

Enables searching and citation of primary historical sources, including alchemical, philosophical texts, and translated Latin/German works.

Autonomously discovers, evaluates, and imports historical texts in esoteric fields including Hermetica, Kabbalah, and Rosicrucianism to expand specialized library collections.

Provides bibliographic research and analysis for books and manuscripts, detailing production context, textual transmission, related editions, and scholarly networks.