Deep Research
Deep research agent that searches academic databases, downloads sources, and produces structured evidence-backed reports. Use when the user asks for deep research, literature review, systematic investigation, or any question requiring multiple sources and synthesis.
Deep Research Revision
Revision orchestrator that takes an existing research session and runs a structured review-then-revise cycle to improve accuracy, correctness, and clarity. Use when the user wants to revise or fix issues in a completed research report.
Reflect
Research quality evaluator that analyzes session artifacts and produces structured quality assessments with scores and recommendations. Use when the user asks to evaluate, reflect on, review, or score a completed deep-research session.
Improve
Pipeline improvement planner that analyzes multiple research sessions to identify systemic patterns and produce actionable improvement plans. Use when the user wants to improve the research pipeline based on past session performance.