toby-summarizeSummarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).
Install via ClawdBot CLI:
clawdbot install tobeyrebecca/toby-summarizeInstall summarize (brew):
brew install steipete/tap/summarizeRequires:
Grade Limited — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://summarize.shAudited Apr 17, 2026 · audit v1.0
Generated May 9, 2026
Analysts and researchers quickly summarize long articles, reports, or web pages to extract key insights without reading everything. Supports URLs, PDFs, and images, making it ideal for competitive intelligence and market research.
PR and media teams summarize multiple news sources daily, compiling concise briefs for decision-makers. The --length flag allows tailoring summaries for executives or detailed reports.
Students and academics summarize research papers, book chapters, or lecture slides (including images) to accelerate literature reviews and study sessions. The CLI can handle local PDFs and web articles.
Content creators and marketers summarize YouTube videos (e.g., tutorials, podcasts) into text snippets for show notes, social media posts, or SEO metadata using the --youtube auto flag.
Legal professionals summarize lengthy contracts, regulations, or compliance documents to identify key clauses and obligations quickly, using the CLI's ability to handle PDFs and large text files.
Offer free tier with limited summaries per month (e.g., 50) and charge per additional summary or subscription for unlimited access. Revenue scales with user adoption and usage volume.
License the summarize CLI as a white-label API for enterprises to integrate into their internal tools (e.g., CRM, knowledge bases). Charged per API call or monthly flat fee based on volume.
Use the tool to generate free summaries of popular articles/videos on a public website, driving SEO traffic. Monetize via ads, affiliate links, or upsell premium features (e.g., longer summaries, custom models).
💬 Integration Tip
To integrate summarize into a workflow, set the SKILLBOSS_API_KEY environment variable and pipe output to other tools (e.g., jq for JSON processing). The CLI can be called from scripts or cron jobs for automated summarization of inbound content.
Scored May 9, 2026
Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).
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