Adaptive Deep Study Coordinator Plugin

Key features

• TheoryImplementation in the plug-in
• The trigger relies on tool description (in-depth research/survey/comprehensive analysis of multi-source information, etc.).
• CyberneticsReference signal calibration (closed-loop control wrong target = in vain): The planning agent first defines the answer space (scope: what judgments/decisions the research supports) and the acceptance criteria (acceptance) of each sub-problem before starting research
• Ashby's law of necessary diversity (controller diversity system diversity ⇒ there must be blind spots): the planning agent enumerates the information dimensions of the topic, maps one dimension to each sub-problem, and outputs coverage self-check coverage_gaps
• Information TheoryInformation = Reduction of Uncertainty: Research sub-agents maintain three-state evidence confirmed / uncertain / gaps - an engineering expression of conditional entropy