summarizeSummarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).
Install via ClawdBot CLI:
clawdbot install steipete/summarizeInstall summarize (brew):
brew install steipete/tap/summarizeRequires:
Fast CLI to summarize URLs, local files, and YouTube links.
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
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 google/gemini-3-flash-preview if none is set.
--length short|medium|long|xl|xxl|--max-output-tokens --extract-only (URLs only)--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 fallbackGenerated Feb 15, 2026
A market research analyst uses the skill to quickly summarize competitor websites, industry reports, and news articles into concise briefs. This enables rapid analysis of market trends and competitor strategies without manually reading lengthy documents.
An academic researcher employs the skill to summarize research papers, PDFs, and online articles for literature reviews. It helps in extracting key findings and methodologies efficiently, saving time during the initial research phase.
A content strategist utilizes the skill to summarize YouTube videos, blog posts, and audio content for content planning and repurposing. This allows for quick ideation and creation of derivative content like summaries or social media posts.
A legal assistant applies the skill to summarize legal documents, case files, and online legal resources into brief overviews. This aids in preparing case summaries and client briefings by highlighting critical points from dense texts.
A financial analyst leverages the skill to summarize financial reports, earnings calls (audio), and market news into key insights. This supports faster decision-making by condensing complex financial data into actionable summaries.
Offer a free tier with basic summarization features and limited usage, while charging for premium tiers with advanced models, higher volume, and additional integrations like Firecrawl or Apify. Revenue is generated through subscription fees and API access for developers.
Sell enterprise licenses to large organizations for internal use, providing custom integrations, dedicated support, and enhanced security features. This model targets businesses needing bulk summarization for documents, websites, and multimedia content.
Monetize the summarization capability by offering it as an API service that developers can integrate into their applications. Charge based on usage metrics such as number of summaries, tokens processed, or API calls made.
๐ฌ Integration Tip
Set environment variables like OPENAI_API_KEY for model access and consider using config files for persistent settings to streamline usage across sessions.
AI-optimized web search via Tavily API. Returns concise, relevant results for AI agents.
This skill should be used when users need to search the web for information, find current content, look up news articles, search for images, or find videos. It uses DuckDuckGo's search API to return results in clean, formatted output (text, markdown, or JSON). Use for research, fact-checking, finding recent information, or gathering web resources.
Web search and content extraction via Brave Search API. Use for searching documentation, facts, or any web content. Lightweight, no browser required.
Search indexed Discord community discussions via Answer Overflow. Find solutions to coding problems, library issues, and community Q&A that only exist in Discord conversations.
Multi search engine integration with 17 engines (8 CN + 9 Global). Supports advanced search operators, time filters, site search, privacy engines, and WolframAlpha knowledge queries. No API keys required.
Free AI search via Exa MCP. Web search for news/info, code search for docs/examples from GitHub/StackOverflow, company research for business intel. No API key needed.