Toxicity Warning Jira Issue Panel

Help your team avoid a toxic culture by identifying Jira Issues that could come across as insulting, threatening, or otherwise toxic... using machine learning.

Analysis is performed with TensorFlow.js in the cloud.

Technology

• Atlassian Forge
• TensorFlow.js
• TF Toxicity classifier

Forge Issue

I tried to run TensorFlow.js on Forge, but ran into compatibility issues (TypeError: this.util.TextEncoder is not a constructor at new PlatformNode (index.js:17446:28)) that I think are due to the version of node being used. I talk about this in my video. After trying various options, I used Glitch to build a lightweight API around tfjs, then called it from my Forge environment.

Built With

• forge
• tfjs