---
title: "Summarization - Air Market"
description: "Something long has landed in front of you and you need the gist of it now. This turns documents, articles, conversations, code and technical writing into a short accurate version. Reach for it for me…"
canonical: "https://airmarket.ai/app/summarization"
---

[Air Market](/) / [Writing](/category/writing) / Summarization

Skill by [Upsonic](/@upsonic)

# Summarization

Get the short version of something too long to read

## What this does

Something long has landed in front of you and you need the gist of it now. This turns documents, articles, conversations, code and technical writing into a short accurate version. Reach for it for meeting notes, a research paper, a changelog, or anything you need briefing on rather than reading in full.

### Top 3 things it does for you

- Summarise an article, document or conversation
- Pull out the key points
- Write an executive summary or TL;DR

## Information

**Summarization at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [Upsonic](/@upsonic) |
| Category | [Writing](/category/writing) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Version | 2.0.0 |
| Size | 11 KB |
| Licence | MIT |
| Repository | [Upsonic/Upsonic](https://github.com/Upsonic/Upsonic/tree/a9e515e307492960dd13a6e202f5cca9527e568a/src/upsonic/skills/builtins/summarization) |
| GitHub stars | 7,945 (as of Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of Summarization and flagged nothing. AIR's verdict: **safe**.

**What Summarization's check was run against**

|  |  |
| --- | --- |
| Commit | a9e515e307492960dd13a6e202f5cca9527e568a |
| Content hash | 7c14d9e1caaa8f22772679028825bc846a7beb0de5a7a233a01307ca8eeb5035 |
| Files read | [Browse the files at this exact commit](https://github.com/Upsonic/Upsonic/blob/a9e515e307492960dd13a6e202f5cca9527e568a/src/upsonic/skills/builtins/summarization/SKILL.md) |

A scan is named by the exact content it read, not by a version number. A different version is a different artifact, and nothing here applies to a version AIR has not scanned.

[Read the full security report for Summarization](/security/summarization)

## About Summarization

This summarizes documents, articles, conversations, code and technical content into concise, accurate summaries.

Use it when you want something summarized or condensed, a TL;DR, an executive summary, key points, or the main takeaways. It also handles meeting notes summaries, research paper abstracts and changelog summaries.

It is not for rewriting or paraphrasing at similar length, for translation, or for generating content from scratch.

## What's inside

- SKILL.md - instructions
- references/summary-templates.md - reference

## Questions

### Is Summarization safe to install?

AIR scanned this exact version of Summarization and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit a9e515e30749, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/summarization.

### How do I install Summarization?

Open https://airmarket.ai/app/summarization on Air Market and use the install action: Air Market hands Claude a prompt naming this exact skill, and Claude sets it up. Source, pinned to the exact commit this listing describes: https://github.com/Upsonic/Upsonic/tree/a9e515e307492960dd13a6e202f5cca9527e568a/src/upsonic/skills/builtins/summarization. Install from that link, not the branch.

## Related on Air Market

- [More Writing listings](/category/writing)
- [Everything by Upsonic](/@upsonic)

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Canonical URL: <https://airmarket.ai/app/summarization>