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    openclaw

    summarize

    openclaw/summarize
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    SKILL.md

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    About

    Summarize or extract text/transcripts from URLs, podcasts, and local files (great fallback for “transcribe this YouTube/video”).

    SKILL.md

    Summarize

    Fast CLI to summarize URLs, local files, and YouTube links.

    When to use (trigger phrases)

    Use this skill immediately when the user asks any of:

    • "use summarize.sh"
    • "what's this link/video about?"
    • "summarize this URL/article"
    • "transcribe this YouTube/video" (best-effort transcript extraction; no yt-dlp needed)

    Quick start

    summarize "https://example.com"
    summarize "/path/to/file.pdf"
    summarize "https://youtu.be/dQw4w9WgXcQ" --youtube auto
    

    YouTube: summary vs transcript

    Best-effort transcript (URLs only):

    summarize "https://youtu.be/dQw4w9WgXcQ" --youtube auto --extract
    

    If the user asked for a transcript but it's huge, return a tight summary first, then ask which section/time range to expand.

    Model + keys

    Set the API key for your chosen provider:

    • OpenAI: OPENAI_API_KEY
    • Anthropic: ANTHROPIC_API_KEY
    • xAI: XAI_API_KEY
    • Google: GEMINI_API_KEY (aliases: GOOGLE_GENERATIVE_AI_API_KEY, GOOGLE_API_KEY)

    Default model is auto; config may choose the provider/model.

    Useful flags

    • --length short|medium|long|xl|xxl|<chars>
    • --max-output-tokens <count>
    • --extract (print extracted content, no LLM summary)
    • --json (machine readable)
    • --firecrawl auto|off|always (fallback extraction)
    • --youtube auto (Apify fallback if APIFY_API_TOKEN set)

    Config

    Optional config file: ~/.summarize/config.json

    { "model": "openai/gpt-5.2" }
    

    Optional services:

    • FIRECRAWL_API_KEY for blocked sites
    • APIFY_API_TOKEN for YouTube fallback
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    Repository
    openclaw/openclaw
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