Clear Thought 1.5

# Clear Thought Operations Guide This server exposes a single tool `clear_thought` with many operations. Each call accepts: - operation: string (see list below) - prompt: string (task/problem) - sessionId: string (optional) - parameters: object (operation-specific) - advanced: object (optional) ## Operations - sequential_thinking: Chain-of-thought. Optional `parameters.pattern` ('chain'|'tree'|'beam'|'mcts'|'graph'|'auto') and `parameters.patternParams` (pattern-specific settings). - mental_model: Apply a mental model. Params: model, steps, reasoning, conclusion. - debugging_approach: Structured debugging. Params: approach, steps, findings, resolution. - creative_thinking: Idea generation. Params: ideas, techniques, connections, insights, iteration, nextIdeaNeeded. - visual_reasoning: Diagram ops. Params: diagramId, diagramType, iteration, nextOperationNeeded. - metacognitive_monitoring: Monitor reasoning. Params: stage, overallConfidence, uncertaintyAreas, recommendedApproach, iteration, nextAssessmentNeeded. - scientific_method: Inquiry workflow. Params: stage, iteration, nextStageNeeded. - collaborative_reasoning: Multi-persona. Params: personas, contributions, stage, activePersonaId, iteration, nextContributionNeeded. - decision_framework: Options/criteria/outcomes. Params: options, criteria, stakeholders, constraints, analysisType, stage, iteration, nextStageNeeded. - socratic_method: Question-driven argumentation. Params: claim, premises, conclusion, argumentType, confidence, stage, iteration, nextArgumentNeeded. - structured_argumentation: Formal arguments. Params: premises, conclusion, argumentType, confidence, respondsTo, supports, contradicts, strengths, weaknesses, relevance, iteration, nextArgumentNeeded. - systems_thinking: System mapping. Params: components, relationships, feedbackLoops, emergentProperties, leveragePoints, iteration, nextAnalysisNeeded. - research: Findings/citations placeholder. Params: none defined. - analogical_reasoning: Map domains. Params: sourceDomain, targetDomain, mappings, inferredInsights. - causal_analysis: Causal graphs and interventions. Params: graph, intervention, predictedEffects, counterfactual, notes. - statistical_reasoning: Modes: summary|bayes|hypothesis_test|monte_carlo. Params vary by mode. - simulation: Simple simulation. Params: steps. - optimization: Simple optimization. Params: none defined. - ethical_analysis: Evaluate with a framework. Params: framework, score?. - visual_dashboard: Dashboard skeleton. Params: panels, layout, refreshRate. - custom_framework: Define custom stages/rules/metrics. Params: stages, rules, metrics. - code_execution: Restricted; Python only when enabled. Params: language, code. - tree_of_thought | beam_search | mcts | graph_of_thought: These are aliases of `sequential_thinking` with fixed `parameters.pattern` set to 'tree' | 'beam' | 'mcts' | 'graph' respectively. You can still pass pattern-specific settings via `parameters.patternParams`. - orchestration_suggest: Suggests tool combinations and performs a brief `sequential_thinking` seed step to decompose the task (1–3 thoughts). Params: none defined. ## Pattern selection in sequential_thinking - Set `parameters.pattern` to force a pattern or 'auto' to let the server select based on the prompt and `patternParams`. - `patternParams` may include: depth, breadth (tree); beamWidth (beam); simulations (mcts); nodes/edges (graph). ## Responses Each operation returns a JSON object with `toolOperation` and operation-specific fields. Some include `sessionContext`. Most operations now automatically include an `initialThought` field produced by a brief `sequential_thinking` seed step (1–3 thoughts) to provide immediate decomposition/context. Exclusions: `sequential_thinking`, `code_execution`, `session_info`, `session_export`, `session_import`. ## Notes - Input schema is exposed via JSON Schema; see tools/list. - This guide is provided via MCP resource `guide://clear-thought-operations`.