Universal Code Snippets

Universal code interface for humans, AI models, and systems

The Universal Code Icon

Throughout Plexus, this icon means you can grab structured data that works everywhere. Click it, copy the output, and paste it directly into ChatGPT, Claude, your code editor, or share it with other team members. The YAML format includes built-in context so anyone (human or AI) immediately understands what they're looking at.

No more wrestling with dense JSON or losing context when you move data between tools. It just works, everywhere.

Visual Report → Universal Code

Here's how it works: every graphical report in Plexus has a corresponding code representation. Below is a real sales lead routing analysis report. The visual report displays agreement scores, confusion matrices, and insights beautifully. The Code button reveals the same data as contextual YAML that works everywhere.

Try the Code Button

Use the Code button in the top-right to see how visual insights transform into structured YAML that works with any AI tool, documentation system, or code repository.

Universal Code

Sales Lead Routing Quality Analysis

Inter-rater Reliability Assessment

July 15, 2024 to July 21, 2024

Lead properly categorized by product type

-10.20.50.801.96
Agreement
055.675.685.610096.2%
Accuracy
Confusion matrix
Yes
6324
250
Yes
No
124
No
3149
Predicted
Actual

Lead routed to appropriate sales team

-10.20.50.801.89
Agreement
05070809010088.9%
Accuracy
Confusion matrix
Yes
4514
564
Yes
No
563
No
4515
Predicted
Actual

Lead priority level correctly assessed

-10.20.50.801.85
Agreement
051.171.181.191.110085.4%
Accuracy
Confusion matrix
Yes
3155
452
Yes
No
552
No
4308
Predicted
Actual

Summary

-10.20.50.801.91
Agreement
050.370.380.390.310091.2%
Accuracy
Raw Agreement
25965 / 28470
25965 / 28470

💡 Try this: Use the Code button to reveal contextual YAML with explanatory comments. Click the Copy button to copy the code to your clipboard. Paste it into ChatGPT or Claude and ask: "Which sales lead routing scores show the highest disagreement between reviewers?" or "What training recommendations would improve lead routing reliability?" The AI will immediately understand the context and give you strategic recommendations.

Available Everywhere

Every report block in Plexus automatically generates Universal Code Snippets. Whether you're working with topic analysis, feedback analysis, confusion matrices, or any other analytical output, the distinctive code icon gives you instant access to structured, contextual data.

You'll also find Universal Code Snippets in:

📊 Report Blocks

Every analytical output includes the Universal Code Icon for instant data access

🎯 Evaluations

Evaluation results with confusion matrices, accuracy metrics, and performance data

📈 Analytics

Statistical analysis, agreement scores, and performance insights

🔧 Configurations

Scorecard and score configurations exported in universal format

Why This Matters

Traditional data exports lack context when you move them around. Universal Code Snippets solve this by packaging your data with built-in explanations that travel with it.

This means you can seamlessly move insights between Plexus, your AI tools, documentation, code repositories, and team conversations without losing meaning or requiring additional explanation.