summarizer

Extract 3-15 bullet-point summaries from plain text documents.

39|6|Updated Feb 9, 2026
One-click install
npx skills add https://github.com/vladkesler/initrunner --skill summarizer-vladkesler
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: summarizer
Source: https://github.com/vladkesler/initrunner/tree/main/examples/roles/skills/summarizer
Command: npx skills add https://github.com/vladkesler/initrunner --skill summarizer-vladkesler

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill condenses lengthy content into clear, actionable bullet points, saving time and cognitive load.

Core Features & Use Cases

  • Concise summaries: Generate 3-15 bullet points that capture key takeaways from articles, reports, or documents.
  • Tone preservation: Retain the original document's tone (technical, formal, casual) in the bullets.
  • Use Case: Imagine turning a 2000-word research article into a digestible 6-bullet summary for quick briefing.

Quick Start

Paste the text you want summarized and receive a concise bullet-point digest in 3-15 bullets.

Frequently Asked Questions about summarizer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I summarize a long article into bullet points?

Summarizing a long article into bullet points requires pasting plain text into the tool, which then outputs 3-15 concise bullets capturing key takeaways while preserving the original tone and important details.

Can I summarize emails and transcripts using a tone-preserving summarizer?

Yes, you can summarize emails and transcripts using this tone-preserving summarizer. It accepts plain text input from various sources and retains the original tone, whether technical, formal, or casual, in the output bullets.

How many bullet points will a text summarizer generate for a long document?

A text summarizer generates between 3 and 15 bullet points for a long document. The exact number depends on the source text length and content density, ensuring all key takeaways are concisely captured.

What is the best way to condense a 2000-word research report into a quick briefing?

The best way to condense a 2000-word research report into a quick briefing is using a summarizer Skill that extracts key takeaways into a digestible set of bullet points, reducing cognitive load and saving time.

Does the summarizer retain the original tone of technical and formal documents?

Yes, the summarizer retains the original tone of technical and formal documents. It mirrors the tone and important details of the source text in the generated bullet-point summaries.

What are the limitations of summarizing long texts into bullet points?

A limitation of summarizing long texts into bullet points is that the output is capped at 15 bullets, which may omit nuanced details from extremely dense documents, and it requires plain text input without direct file parsing.