Summarize articles, YouTube videos, podcasts, PDFs, and local files to understand their main points. Choose the summary length or extract source content, including available YouTube transcripts, for closer reading and further processing.
Summarize or transcribe URLs, YouTube/videos, podcasts, articles, transcripts, PDFs, and local files.
Extracts content from article URLs, YouTube videos, podcasts, PDFs, and local files, then summarizes the main points. It uses the summarize command-line tool and lets you specify summary length or the number of output tokens. It also supports returning extracted content without summarizing it and producing JSON for further processing.
Use it to get an overview of a long article or document before reading closely, or to review video content as text. For YouTube, you can choose between a summary and transcript extraction. When a transcript is long, the guidance starts with a short summary, followed by closer reading of the sections you need.
Requires installing summarize. Summarization requires an API key for your chosen provider; configuration is shown for OpenAI, Anthropic, xAI, and Google. YouTube transcript extraction is limited to what can be retrieved. If you use Firecrawl or Apify as supplementary retrieval services, configure their respective key or token.
This overview was written by AI (OpenAI Codex) from the public SKILL.md. Check the original below for the exact behavior.
AI rated this skill on four points using only the contents of its SKILL.md. Stars and popularity are not taken into account.
The total counts each point as A = 25, B = 15, C = 5. Rated by AI (OpenAI Codex) as of Oct 19, 2026. Treat it as a guide and read the original before installing.
Review the instructions the agent will receive before you install.
Fast CLI to summarize URLs, local files, and YouTube links.
Use this skill immediately when the user asks any of:
yt-dlp needed)summarize "https://example.com"
summarize "/path/to/file.pdf"
summarize "https://youtu.be/dQw4w9WgXcQ" --youtube auto
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.
Set the API key for your chosen provider:
OPENAI_API_KEYANTHROPIC_API_KEYXAI_API_KEYGEMINI_API_KEY (aliases: GOOGLE_GENERATIVE_AI_API_KEY, GOOGLE_API_KEY)Default model is auto; config may choose the provider/model.
--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)Optional config file: ~/.summarize/config.json
{ "model": "openai/gpt-5.2" }
Optional services:
FIRECRAWL_API_KEY for blocked sitesAPIFY_API_TOKEN for YouTube fallbackNo reviews yet. Tell others what you thought.
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