---
title: "Knowledge Synthesis - Air Market"
description: "You've searched several places and now you're holding a pile of results that repeat each other and don't quite agree. This merges them into one answer, drops the duplicates, and tells you where each…"
canonical: "https://airmarket.ai/app/knowledge-synthesis"
---

[Air Market](/) / [Research](/category/research) / Knowledge Synthesis

Skill by [Anthropic](/@anthropics)

# Knowledge Synthesis

One answer instead of many overlapping search results

## What this does

You've searched several places and now you're holding a pile of results that repeat each other and don't quite agree. This merges them into one answer, drops the duplicates, and tells you where each part came from. It weighs how fresh and how authoritative a source is. Reach for it when there's more to read than time to read it.

### Top 3 things it does for you

- Pull scattered search results into a single answer
- See where an answer came from
- Cut through a result set too big to read

## Information

**Knowledge Synthesis at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [Anthropic](/@anthropics) |
| Category | [Research](/category/research) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Size | 8 KB |
| Licence | Apache-2.0 |
| Repository | [anthropics/knowledge-work-plugins](https://github.com/anthropics/knowledge-work-plugins/tree/9789ea78ad66e395a9c709146cacecdc14ce2abf/enterprise-search/skills/knowledge-synthesis) |
| GitHub stars | 23,642 (as of Nov 2026) |
| Installs | 6,498, counted by skills.sh (Nov 2026) |

## Security report

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

**What Knowledge Synthesis's check was run against**

|  |  |
| --- | --- |
| Commit | 9789ea78ad66e395a9c709146cacecdc14ce2abf |
| Content hash | 09c7acf67616d1618431070525dcd9c0124c773ce361be0e82ce6a1a0ae1a771 |
| Files read | [Browse the files at this exact commit](https://github.com/anthropics/knowledge-work-plugins/blob/9789ea78ad66e395a9c709146cacecdc14ce2abf/enterprise-search/skills/knowledge-synthesis/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 Knowledge Synthesis](/security/knowledge-synthesis)

## About Knowledge Synthesis

This combines search results from multiple sources into a single coherent answer, deduplicated, with each part attributed back to where it came from.

It scores confidence based on how fresh and how authoritative a source is, and summarizes large result sets rather than handing them over whole.

## What's inside

- SKILL.md - instructions

## Questions

### Is Knowledge Synthesis safe to install?

AIR scanned this exact version of Knowledge Synthesis and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit 9789ea78ad66, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/knowledge-synthesis.

### How do I install Knowledge Synthesis?

Open https://airmarket.ai/app/knowledge-synthesis 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/anthropics/knowledge-work-plugins/tree/9789ea78ad66e395a9c709146cacecdc14ce2abf/enterprise-search/skills/knowledge-synthesis. Install from that link, not the branch.

## Related on Air Market

- [More Research listings](/category/research)
- [Everything by Anthropic](/@anthropics)

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Canonical URL: <https://airmarket.ai/app/knowledge-synthesis>