cf ai Summarize

    2

    Free summarization of articles, files, and URLs using BART Large CNN on Cloudflare Workers AI.

    $12

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    Works with the AI tools you already use

    Claude CodeClaude CodeCursorCursorCodex CLICodex CLIGitHub CopilotGitHub CopilotGemini CLIGemini CLI+17 more

    See it in action

    You say

    summarize the Q3 earnings report at https://example-investors.com/q3-2023-results

    Your agent does

    --- SUMMARY --- The company reported a 15% increase in Q3 revenue, driven by strong growth in cloud services. CEO Jane Doe highlighted the expansion into European markets as a key factor.

    Original: ~4,500 chars | Summary: ~180 chars | Reduction: 96%

    What you get

    Convert long meeting transcripts into concise bulleted summaries.Distill research papers and PDFs into readable abstracts.Generate quick TL;DRs for web articles via URL fetching.Save costs by offloading summarization tasks from expensive GPT-4 models.

    About this skill

    Free, High-Performance Text Summarization

    Ditch expensive LLM API costs for summarization tasks. This skill leverages the BART Large CNN model running on Cloudflare Workers AI to provide high-quality extractive-abstractive summaries of long-form content. It is designed for developers who need reliable, news-style summaries without worrying about token costs or complex prompt engineering.

    What it does

    • Multi-source Input: Summarizes raw text, local files, or directly fetches and cleans content from URLs.
    • BART Large CNN: Uses a state-of-the-art model fine-tuned specifically for summarization, ensuring readable and coherent output.
    • Automatic Persistence: Every summary is automatically logged to your home directory for future reference.
    • Configurable Length: Control the verbosity of your output with token length parameters.

    Why use this skill

    While general LLMs can summarize, they often "hallucinate" or include conversational fluff. This skill utilizes a dedicated summarization architecture (BART) that excels at distilling factual information. Because it runs on Cloudflare Workers AI, it is effectively free to use for hundreds of requests per day, making it an ideal utility for processing research papers, meeting notes, or long articles at scale.

    How to install

    Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.

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    Recently published to Agensi

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