“summarization”

Use when the user says 总结这篇文章, summarize, AI总结, 写个摘要.

Summarizes documents and web pages.

High-quality YouTube transcription from audio using yt-dlp + whisper.cpp through the local summarize CLI.

Summarize the content of a given URL.

Summarize a git diff into a short, plain-language description of what changed and why it likely matters.

Summarize YouTube videos by extracting transcripts and generating structured notes.

Summarize local PDFs with page-aware extraction

文本摘要和总结工具。使用场景：(1) 总结长文章为简短摘要 (2) 提取文档关键信息 (3) 生成内容概要。关键词：总结、摘要、summarize、概括、提炼

MCP server that fetches YouTube video transcripts and optionally summarizes them

Summarize a project's open work against its specifications and architecture.

Summarize long text, logs, or JSON into bullets with risks and next actions.

Summarize files, directories, or project structure into concise overviews

Summarize the active note concisely

Summarize long texts, documents, and conversations

Summarize long context into actionable concise output.

Summarize a local file into exactly 3 concise bullet points.

Summarize the prior work in the current conversation into generalized, reproducible step-by-step workflow documentation written as paired English and Chinese…

Structured research summarization agent skill for non-dev users.

Summarize noisy logs into likely causes and next steps.

긴 글이나 작업 폴더의 문서를 핵심 위주로 요약할 때 사용

Research a topic by searching multiple sources and summarizing findings

Summarize client meetings into decisions, action items, owners, and timelines, then sync to project systems.

Summarize the user's Outlook inbox.

Summarize long text, articles, or documents into concise bullet points or paragraphs.