“summarization”

PR の意図、実際の差分、レビューの未対応事項、CI 状態を集め、読む目的に合う簡潔なレビュー用サマリまたは説明文を作る。

Produce concise summaries of files, logs, or outputs.

批量总结书籍、PDF、网页。支持 Gemini/Ollama/SiliconFlow 免费后端，多 Key 轮换，渐进式/Map-Reduce/视觉模式。触发词：总结、summarize、摘要、读书笔记、batch summary。

Write a committable markdown summary of the session.

Summarize long documents, articles, and papers.

Tự động phát hiện tài liệu (.txt, .md, .pdf) trong thư mục, trích xuất tên chương, tóm tắt nội dung (chia đoạn nếu tài liệu dài) và xuất kết quả dạng JSON.

Summarizes your last work

对 URL、本地文件、播客或 YouTube 链接做摘要，或尽力提取文本/字幕。适用于“总结这篇文章”“概括这个链接”“提取这个视频内容”之类的请求。

Generate a cross-room awareness summary of this conversation

Generate a concise PR changelog summary from the current branch diff.

Roll up daily/weekly data into period summaries.

Produces high-yield, structured revision notes, key concepts, terminology, and study questions from uploaded materials.

Write one concise commit title for the current changeset.

Find a document on this PC by name or topic, read it, and give a short summary with the key points.

Meeting Summarizer Ai MCP Server by MEOK AI Labs

Print row and column counts for a CSV file

Reads the newest emails in the inbox on screen (Gmail, Outlook or another mail app) and says who wrote, about what, and what needs an answer.

Use when opening a pull request — turns a git diff into a clear PR title and description with a summary, motivation, and a reviewer checklist.

Tower ops digest GENERATOR for feature / project / preferences scopes.

Read, comprehend, and summarize a recorded in-person workshop or classroom session captured by a room microphone.

Sums up the web page, document or email in front of the user in a few plain sentences.

YouTube 영상 URL에서 자막을 추출하고 한국어로 상세 요약을 작성합니다.

Automatically fetch YouTube video transcripts, generate structured summaries, and send full transcripts to messaging platforms.

Analyzes CSV files, generates summary stats, and plots quick visualizations using Python and pandas.