summarization

Extract key information, decisions, and action items from long texts.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/cris-m/flopsy --skill summarization-cris-m
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: summarization
Source: https://github.com/cris-m/flopsy/tree/main/src/team/templates/skills/summarization
Command: npx skills add https://github.com/cris-m/flopsy --skill summarization-cris-m

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill automates the creation of concise, context-aware summaries across articles, meetings, threads, and documents, preserving key insights, decisions, and action items while removing noise.

Core Features & Use Cases

  • Flexible modes for executive summaries, key points, meeting notes, article summaries, and thread digests.
  • Keeps decisions, rationale, action items, and evidence, enabling fast content digestion and briefing.
  • Ideal for researchers, managers, and teams needing structured briefs from long content.

Quick Start

Summarize the provided content using the most suitable mode and preserve key decisions, actions, and insights.

Frequently Asked Questions about summarization

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

FAQPage Schema
How do I summarize meeting notes and extract action items?

To summarize meeting notes, the Skill extracts key decisions, action items, and rationale from long discussions, delivering structured outputs with dedicated sections for meeting notes and action items.

Can I generate an executive summary from a long research article?

You can generate an executive summary from research articles using the article summary mode, which extracts key insights and context while removing noise to provide a structured brief.

Does content summarization preserve the original rationale and context?

Content summarization preserves rationales and context by extracting key decisions, evidence, and insights, ensuring the condensed output retains the necessary background for fast digestion.

How do I summarize documents without losing key decisions?

To summarize documents without losing key decisions, the Skill applies multi-mode extraction that specifically targets and retains decisions, action items, and evidence while filtering out noise.