---
title: "Source Evaluation - Air Market"
description: "It is easy to pass along something you read without asking who wrote it or how old it is. This checks a source for credibility and recency before the claim gets used. Reach for it when you are citing…"
canonical: "https://airmarket.ai/app/source-evaluation"
---

[Air Market](/) / [Research](/category/research) / Source Evaluation

Skill by [AIMING Lab](/@aiming-lab)

# Source Evaluation

Know how much weight a source can carry before leaning on it

## What this does

It is easy to pass along something you read without asking who wrote it or how old it is. This checks a source for credibility and recency before the claim gets used. Reach for it when you are citing research, quoting an outside source, or answering a factual question you looked up.

### Top 3 things it does for you

- Check whether a source is credible
- See whether the information is still current
- Weigh a citation before repeating it

## Information

**Source Evaluation at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [AIMING Lab](/@aiming-lab) |
| Category | [Research](/category/research) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Size | 881 bytes |
| Licence | MIT |
| Repository | [aiming-lab/MetaClaw](https://github.com/aiming-lab/MetaClaw/tree/fc163ba8a12ba5e6950544c3e0d55707c16e2a7e/memory_data/skills/source-evaluation) |
| GitHub stars | 3,496 (as of Nov 2026) |

## Security report

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

**What Source Evaluation's check was run against**

|  |  |
| --- | --- |
| Commit | fc163ba8a12ba5e6950544c3e0d55707c16e2a7e |
| Content hash | 56c2262b04d9c51d1fe7720d0b8bd513e98e418cf58785eeb36a5ee9d5c23a7d |
| Files read | [Browse the files at this exact commit](https://github.com/aiming-lab/MetaClaw/blob/fc163ba8a12ba5e6950544c3e0d55707c16e2a7e/memory_data/skills/source-evaluation/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 Source Evaluation](/security/source-evaluation)

## About Source Evaluation

This applies when presenting information that came from outside, citing research, or answering factual questions.

The source is assessed for credibility and recency before anything is relied on.

## What's inside

- SKILL.md - instructions

## Questions

### Is Source Evaluation safe to install?

AIR scanned this exact version of Source Evaluation and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit fc163ba8a12b, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/source-evaluation.

### How do I install Source Evaluation?

Open https://airmarket.ai/app/source-evaluation 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/aiming-lab/MetaClaw/tree/fc163ba8a12ba5e6950544c3e0d55707c16e2a7e/memory_data/skills/source-evaluation. Install from that link, not the branch.

## Related on Air Market

- [More Research listings](/category/research)
- [Everything by AIMING Lab](/@aiming-lab)

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Canonical URL: <https://airmarket.ai/app/source-evaluation>