---
title: "Semantica Explain - Air Market"
description: "You have a result from Semantica and no idea how it got there, which makes it hard to defend or act on. This walks back through the reasoning and the decision logic and writes it out so a person can…"
canonical: "https://airmarket.ai/app/explain"
---

[Air Market](/) / [Data & Analytics](/category/data) / Semantica Explain

Skill by [Semantica](/@semantica-agi)

# Semantica Explain

Ask your graph why it answered the way it did

## What this does

You have a result from Semantica and no idea how it got there, which makes it hard to defend or act on. This walks back through the reasoning and the decision logic and writes it out so a person can read it. Reach for it when you need to justify an answer, not just have one.

### Top 3 things it does for you

- Get the reasoning behind a result in plain language
- Trace a decision back through its steps
- Understand why one answer came out instead of another

## Information

**Semantica Explain at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [Semantica](/@semantica-agi) |
| Category | [Data & Analytics](/category/data) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Size | 1 KB |
| Licence | MIT |
| Repository | [semantica-agi/semantica](https://github.com/semantica-agi/semantica/tree/936871ef6d4abfab6f53062746a176bf5a679b5d/plugins/skills/explain) |
| GitHub stars | 10,616 (as of Nov 2026) |

## Security report

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

**What Semantica Explain's check was run against**

|  |  |
| --- | --- |
| Commit | 936871ef6d4abfab6f53062746a176bf5a679b5d |
| Content hash | b8461060171cbfbf969878238fc2357051696a31c98654cd3aa6f0fe5ede1446 |
| Files read | [Browse the files at this exact commit](https://github.com/semantica-agi/semantica/blob/936871ef6d4abfab6f53062746a176bf5a679b5d/plugins/skills/explain/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 Semantica Explain](/security/explain)

## About Semantica Explain

Graph results arrive as conclusions. This skill covers what came before them: the reasoning Semantica applied, the decision logic behind it, and the causes it connected.

The output is written for people to read, and it keeps the trail back to what it was based on.

## What's inside

- SKILL.md - instructions

## Questions

### Is Semantica Explain safe to install?

AIR scanned this exact version of Semantica Explain and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit 936871ef6d4a, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/explain.

### How do I install Semantica Explain?

Open https://airmarket.ai/app/explain 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/semantica-agi/semantica/tree/936871ef6d4abfab6f53062746a176bf5a679b5d/plugins/skills/explain. Install from that link, not the branch.

## Related on Air Market

- [More Data & Analytics listings](/category/data)
- [Everything by Semantica](/@semantica-agi)

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