Structured Thinking

Structured Thinking

promptly-technologies-llc

Helps AI systems organize their reasoning by capturing thoughts in structured stages with quality scores and metacognitive feedback. Creates a trackable history of the thinking process with branching support for exploring multiple solution paths.

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What it does

  • Capture thoughts with quality scores and stage classifications
  • Revise existing thoughts in the thinking history
  • Retrieve relevant thoughts based on shared tags
  • Generate comprehensive summaries of thinking processes
  • Create thought branches for parallel reasoning paths
  • Clear thinking history to reset state

Best for

AI developers building reasoning systemsResearchers studying AI decision-making processesComplex problem-solving workflows requiring structured thinkingApplications needing transparent AI reasoning trails
Metacognitive feedback systemAutomatic thought quality scoringShort-term and long-term memory management

Tools (5)

capture_thought

Stores a new thought in memory and in the thought history and runs a pipeline to classify the thought, return metacognitive feedback, and retrieve relevant thoughts.

revise_thought

Revises a thought in memory and in the thought history.

retrieve_relevant_thoughts

Finds thoughts from long-term storage that share tags with the specified thought.

get_thinking_summary

Generate a comprehensive summary of the entire thinking process.

clear_thinking_history

Clear all recorded thoughts and reset the server state.

Alternatives