⚠️Install with caution. This skill has very few installs. Always review the source and verify it on clawhub.ai before installing. Community-built skills run with agent permissions — only install ones you trust.

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summarizev1.0.0

Name: summarize
Author: tobeyrebecca

toby-summarize

tobeyrebecca

Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).

ailatest

Download Package View on ClawHub

Installs (all time)

Installs (current)

Downloads

530

Stars

CreatedApr 16, 2026

UpdatedMay 11, 2026

Install & Quick Start

Install via ClawdBot CLI:

clawdbot install tobeyrebecca/toby-summarize

Install summarize (brew):

brew install steipete/tap/summarize

Requires:

summarize

https://summarize.sh

Skill Package1 files

📋SKILL.mdmarkdown

Failed to load file.

Quality Score

C46/100

Grade Limited — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.

Market Validation1/35

· 57 downloads (minimal demand)
· No tracked installs (may still have real users via manual install)

Documentation18/25

· SKILL.md present
· Moderate documentation (≥1500 chars)
· Contains usage examples or trigger description
· Detailed summary

Package Completeness6/15

· skillAssets present (0 files)

Security Analysis

💙 Low Risk

UNDOCUMENTED_EXTERNALlow

Calls external URL not in known-safe list

https://summarize.sh

Audited Apr 17, 2026 · audit v1.0

💡

Usage Guide

Generated May 9, 2026

Researchers and analystsContent marketers and social media managersStudents and academicsLegal and compliance professionalsbeginner

💡 Application Scenarios

Content Research and SummarizationMarket Research & Intelligence

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.

Media Monitoring and News AggregationPublic Relations & Communications

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.

Academic and Student ResearchEducation & Academia

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.

YouTube Content RepurposingContent Creation & Marketing

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 and Compliance Document ReviewLegal & Compliance

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.

💼 Business Models

Freemium with Usage-Based PricingRecurring subscriptions and pay-as-you-go credits.

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.

Enterprise API LicensingEnterprise contracts with annual commitments and usage tiers.

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.

Content Marketing and Lead GenerationAd revenue, affiliate commissions, and premium subscriptions.

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.