pattern-validation

Here are 5 public repositories matching this topic...

chigwell / iac-summarizer

A new package that analyzes technical arguments and extracts structured summaries from text discussions about infrastructure-as-code practices. It takes user-provided text (such as forum posts, articl

text-analysis terraform-modules code-summarization technical-documentation developer-insights structured-data-extraction natural-language-processing-nlp key-point-extraction structured-summarization pattern-validation concise-summaries large-language-models-llms infrastructure-as-code-iac technical-argument-analysis argument-extraction

Updated Dec 21, 2025
Python

chigwell / thematic-structurizer

Sponsor

Star 1

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 / refactor-llm-analyzer

Sponsor

Star 1

A new package designed to facilitate structured and reliable analysis of user input related to software refactoring in the context of LLM capabilities. It accepts a user's discussion or question about

pattern-matching software-refactoring knowledge-extraction theme-extraction structured-analysis insights-generation automated-decision-making llm-capabilities user-input-processing pattern-validation text-based-input structured-summaries reliable-analysis concern-extraction strategy-extraction automatic-categorization free-form-discussion-analysis consistent-interpretation

Updated Dec 21, 2025
Python

chigwell / simulacra-summarizer

Sponsor

Star 1

A new package would provide a structured, reliable way to analyze and summarize user-provided text on topics like the simulation hypothesis, using an LLM to generate concise, pattern-validated outputs