---
title: "Semantica Causal Analysis - Air Market"
description: "You have a knowledge graph and you want to know not just what is connected but what actually led to what. This traces chains of cause and effect through it, looks at interventions and at what-if alte…"
canonical: "https://airmarket.ai/app/causal"
---

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

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

# Semantica Causal Analysis

Trace what caused what in your knowledge graph

## What this does

You have a knowledge graph and you want to know not just what is connected but what actually led to what. This traces chains of cause and effect through it, looks at interventions and at what-if alternatives, and scores how much influence different things carry.

### Top 3 things it does for you

- Follow a causal chain through the graph
- Ask what would have happened otherwise
- See which factors carry the most causal influence

## Information

**Semantica Causal Analysis 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 | 2 KB |
| Licence | MIT |
| Repository | [semantica-agi/semantica](https://github.com/semantica-agi/semantica/tree/936871ef6d4abfab6f53062746a176bf5a679b5d/plugins/skills/causal) |
| GitHub stars | 10,616 (as of Nov 2026) |

## Security report

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

**What Semantica Causal Analysis's check was run against**

|  |  |
| --- | --- |
| Commit | 936871ef6d4abfab6f53062746a176bf5a679b5d |
| Content hash | 98d90ef9ffd84be2448848a1490f388fbbf57abdf3c1295f9f9a4e5136eabe9f |
| Files read | [Browse the files at this exact commit](https://github.com/semantica-agi/semantica/blob/936871ef6d4abfab6f53062746a176bf5a679b5d/plugins/skills/causal/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 Causal Analysis](/security/causal)

## About Semantica Causal Analysis

Analyzes cause-and-effect relationships inside the Semantica knowledge graph.

It covers causal chains, interventions, counterfactuals, and causal influence scores.

## What's inside

- SKILL.md - instructions

## Questions

### Is Semantica Causal Analysis safe to install?

AIR scanned this exact version of Semantica Causal Analysis 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/causal.

### How do I install Semantica Causal Analysis?

Open https://airmarket.ai/app/causal 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/causal. 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/causal>