---
title: "TensorBoard - Air Market"
description: "Training a model produces numbers you cannot read as a wall of text. This uses TensorBoard to show them: metric curves, histograms for debugging, side-by-side experiment comparisons, the model's grap…"
canonical: "https://airmarket.ai/app/tensorboard"
---

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

Skill by [Orchestra Research](/@orchestra-research)

# TensorBoard

See what your training run is actually doing

## What this does

Training a model produces numbers you cannot read as a wall of text. This uses TensorBoard to show them: metric curves, histograms for debugging, side-by-side experiment comparisons, the model's graph, and performance profiles. Reach for it when a run is going wrong and you need to see why, or when you want to know which experiment won.

### Top 3 things it does for you

- Watch metrics as a model trains
- Compare one experiment against another
- Look inside a model that is misbehaving

## Information

**TensorBoard at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [Orchestra Research](/@orchestra-research) |
| Category | [Data & Analytics](/category/data) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Version | 1.0.0 |
| Size | 58 KB |
| Licence | MIT |
| Repository | [orchestra-research/ai-research-skills](https://github.com/orchestra-research/ai-research-skills/tree/28f2d29236f2bade2eb92cadb2585189589a5828/13-mlops/tensorboard) |
| GitHub stars | 11,987 (as of Nov 2026) |

## Security report

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

**What TensorBoard's check was run against**

|  |  |
| --- | --- |
| Commit | 28f2d29236f2bade2eb92cadb2585189589a5828 |
| Content hash | e788afedea2d14f1e30fca3dd78d94097261fab7a7299e7debe855940d07f034 |
| Files read | [Browse the files at this exact commit](https://github.com/orchestra-research/ai-research-skills/blob/28f2d29236f2bade2eb92cadb2585189589a5828/13-mlops/tensorboard/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 TensorBoard](/security/tensorboard)

## About TensorBoard

TensorBoard is Google's visualization toolkit for machine learning, and this covers using it for the work around a training run.

That includes watching training metrics, debugging models with histograms, comparing experiments against each other, visualizing model graphs, and profiling performance.

## What's inside

- SKILL.md - instructions
- references/integrations.md - reference
- references/profiling.md - reference
- references/visualization.md - reference

## Questions

### Is TensorBoard safe to install?

AIR scanned this exact version of TensorBoard and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit 28f2d29236f2, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/tensorboard.

### How do I install TensorBoard?

Open https://airmarket.ai/app/tensorboard 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/orchestra-research/ai-research-skills/tree/28f2d29236f2bade2eb92cadb2585189589a5828/13-mlops/tensorboard. Install from that link, not the branch.

## Related on Air Market

- [More Data & Analytics listings](/category/data)
- [Everything by Orchestra Research](/@orchestra-research)

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