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chigwell / go-concise-summary

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A new package would take a technical description or code snippet related to concurrency in Go and generate a structured summary of the concept, such as a fair, cancelable semaphore. It would extract k

code-analysis semaphore fairness text-input cancelable automated-documentation go-concurrency concept-explanation structured-summary predefined-format purpose-extraction usage-patterns implementation-notes
  • Updated Dec 21, 2025
  • Python

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 / pre-v7-unix-summarizer

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A new package that processes text input related to early Unix history (pre-V7) and returns structured, verified summaries using pattern matching and LLM interactions. It takes user-provided text (e.g.

consistency pattern-matching text-processing enthusiasts researchers formatted-output historians llm-interactions predefined-format structured-summaries user-provided-text early-unix-history pre-v7-unix verified-summaries concise-summary xml-like-tags easy-parsing reliable-summaries manual-reformatting-avoidance validation-automation
  • Updated Dec 21, 2025
  • Python

chigwell / headline-parser

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A new package that processes news headlines or short text snippets to generate structured summaries of current events. It uses an LLM to extract key entities, topics, and sentiment, ensuring the outpu

sentiment-analysis consistency text-summarization topic-extraction entity-extraction news-aggregation content-moderation llm-integration headline-analysis text-based-input predefined-format structured-summaries news-processing discourse-tracking free-speech-analysis regulatory-issues no-media-files
  • Updated Dec 21, 2025
  • Python

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