---
title: "Electronics Sourcing Skill - Air Market"
description: "You need to find electronic components and you are not sure where to start looking or in what order. This guides an agent through sourcing parts using parts-mcp, including which step comes after whic…"
canonical: "https://airmarket.ai/app/electronics-sourcing"
---

[Air Market](/) / [IT & Ops](/category/ops) / Electronics Sourcing Skill

Skill by [Andrew Ng](/@andrewyng)

# Electronics Sourcing Skill

Find the parts for your board without guessing at the search order

## What this does

You need to find electronic components and you are not sure where to start looking or in what order. This guides an agent through sourcing parts using parts-mcp, including which step comes after which. Reach for it when a parts search has more than one stage to it.

### Top 3 things it does for you

- Track down electronic components for a build
- Work through a multi-step sourcing search

## Information

**Electronics Sourcing Skill at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [Andrew Ng](/@andrewyng) |
| Category | [IT & Ops](/category/ops) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Size | 7 KB |
| Licence | _Not recorded_ |
| Repository | [andrewyng/context-hub](https://github.com/andrewyng/context-hub/tree/04c149cd82d23d037e157d5920b80b0ca10d84b5/content/sourceparts/skills/electronics-sourcing) |
| GitHub stars | 13,938 (as of Nov 2026) |
| Installs | 102, counted by skills.sh (Nov 2026) |

## Security report

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

**What Electronics Sourcing Skill's check was run against**

|  |  |
| --- | --- |
| Commit | 04c149cd82d23d037e157d5920b80b0ca10d84b5 |
| Content hash | 7c5bed4ef0355e92f471a0c31c9c02c008582b12d4a49a20db5ab06e040a7e63 |
| Files read | [Browse the files at this exact commit](https://github.com/andrewyng/context-hub/blob/04c149cd82d23d037e157d5920b80b0ca10d84b5/content/sourceparts/skills/electronics-sourcing/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 Electronics Sourcing Skill](/security/electronics-sourcing)

## About Electronics Sourcing Skill

This is guidance for sourcing electronic components with parts-mcp. It covers the order to use the tools in, the decision patterns that come up along the way, and how to work through sourcing that takes more than one step.

## What's inside

- SKILL.md - instructions

## Questions

### Is Electronics Sourcing Skill safe to install?

AIR scanned this exact version of Electronics Sourcing Skill and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit 04c149cd82d2, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/electronics-sourcing.

### How do I install Electronics Sourcing Skill?

Open https://airmarket.ai/app/electronics-sourcing 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/andrewyng/context-hub/tree/04c149cd82d23d037e157d5920b80b0ca10d84b5/content/sourceparts/skills/electronics-sourcing. Install from that link, not the branch.

## Related on Air Market

- [More IT & Ops listings](/category/ops)
- [Everything by Andrew Ng](/@andrewyng)

---

Canonical URL: <https://airmarket.ai/app/electronics-sourcing>