swarmclawai/swarmclaw · Archived

summarize

Summarize or extract text/transcripts from URLs, podcasts, YouTube videos, and local files using the summarize CLI. Use when asked to summarize a link, article, video, or file, or to transcribe a YouTube video.

First seen Jun 8, 2026

Installation

$ npx skills add swarmclawai/swarmclaw --skill summarize

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More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

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Repository health

Stars 655
License LICENSE
Default branch main
Open issues 8
Status Archived

Skill metadata

Parsed from SKILL.md frontmatter.

Declared agents clawdbot

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 2,135 B
  • docs SUMMARY.md 227 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 15 installs

SKILL.md

Summarize

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

Quick Start

summarize "https://example.com" --model google/gemini-3-flash-preview
summarize "/path/to/file.pdf" --model google/gemini-3-flash-preview
summarize "https://youtu.be/dQw4w9WgXcQ" --youtube auto

YouTube: Summary vs Transcript

Best-effort transcript extraction (URLs only):

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

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

Model + Keys

Set the API key for your chosen provider:

  • OpenAI: OPENAIAPIKEY
  • Anthropic: ANTHROPICAPIKEY
  • xAI: XAIAPIKEY
  • Google: GEMINIAPIKEY (aliases: GOOGLEGENERATIVEAIAPIKEY, GOOGLEAPIKEY)

Default model is google/gemini-3-flash-preview if none is set.

Useful Flags

  • --length short|medium|long|xl|xxl|<chars> — control summary length
  • --max-output-tokens <count> — hard token limit
  • --extract-only — extract raw text without summarizing (URLs only)
  • --json — machine-readable output
  • --firecrawl auto|off|always — fallback extraction for blocked sites
  • --youtube auto — Apify fallback if APIFYAPITOKEN is set

Config

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

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

Optional services:

  • FIRECRAWLAPIKEY for blocked sites
  • APIFYAPITOKEN for YouTube fallback