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chigwell / thematic-structurizer

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A new package would process user-provided text input related to historical or thematic content—such as summaries, descriptions, or analyses of topics like persuasion techniques from antiquity—and retu

consistency reliability text-analysis data-extraction text-summarization text-processing structured-output content-curation educational-tools llm retry-mechanisms pattern-validation historical-content thematic-content regex-based-validation predefined-format standardized-data-extraction free-form-text research-assistants text-description
  • Updated Dec 21, 2025
  • Python

chigwell / transitmaplint

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A new package that takes user-provided text descriptions of transportation or infrastructure maps (like train networks) and returns structured feedback or improvements. It analyzes the input for key e

packages automated-analysis automated-review infrastructure-optimization structured-feedback text-description improvement-suggestions transportation-maps infrastructure-maps train-networks critique-generation layout-evaluation route-clarity station-name-accuracy map-design-evaluation key-element-analysis
  • Updated Dec 21, 2025
  • Python

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