web-researcher-miniFirecrawl CLI for web scraping, crawling, and search. Scrape single pages or entire websites, map site URLs, and search the web with full content extraction....
Install via ClawdBot CLI:
clawdbot install weilianglin100-sketch/web-researcher-miniInstall summarize (brew):
brew install steipete/tap/summarizeRequires:
Grade Fair — 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 Mar 20, 2026
A market research analyst uses the skill to quickly summarize competitor websites, industry reports in PDF format, and relevant YouTube presentations. This enables rapid synthesis of market trends and competitor strategies without manually reading lengthy documents, saving hours per week.
An academic researcher employs the skill to summarize scholarly articles from URLs, local PDFs, and conference videos on YouTube. It helps in literature reviews by extracting key findings and methodologies, accelerating the research process and identifying gaps efficiently.
A content strategist utilizes the skill to summarize web articles, audio transcripts, and video content for content curation and ideation. By generating concise summaries, they can quickly assess relevance and quality, streamlining content planning and repurposing efforts.
A legal assistant applies the skill to summarize legal documents in PDF format, court rulings from URLs, and deposition audio files. This aids in preparing case briefs and highlighting critical points, reducing manual review time and improving accuracy in legal analysis.
Offer a free tier with limited summaries per month and premium tiers for higher volume, advanced models, and priority support. Revenue is generated through subscription fees, with enterprise plans for large organizations needing custom integrations and SLA guarantees.
License the skill as part of a larger platform for businesses in research, education, or media. Provide API access and white-label solutions, charging based on usage or per-seat fees. This model targets companies looking to embed summarization capabilities into their own products.
Offer consulting services to help organizations integrate and optimize the skill for specific workflows, such as legal document analysis or market intelligence. Revenue comes from project-based fees and ongoing support contracts, tailored to client needs and industry requirements.
💬 Integration Tip
Ensure API keys for providers like OpenAI or Google are set as environment variables, and consider using the config file for default model settings to streamline usage across different projects.
Scored Jun 19, 2026
Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).
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