• OUTLIERS
  • TRENDS
  • LOGS
  • HUMAN

How to detect attribute power spikes with your AI

Connect Stat Scaling Calculator to your AI client to monitor character progression. It flags sudden jumps in stats that break your game balance.

Ask AI about this page

Short answer

How can I find attribute power spikes using AI?

Your AI uses the analyze_growth_velocity tool to compare stat changes between levels. This identifies specific points where character strength jumps too fast. You get a clear list of every outlier that needs a manual fix.

The results.

Where the data lands.

The AI processes your character sheets and sorts the findings into these categories.

OUTLIERS

Detected power spikes

The AI flags specific levels where attribute growth exceeds your thresholds. You get a list of exact character IDs and the offending stats.

TRENDS

Growth velocity maps

The tool calculates the rate of change across multiple levels. This shows if a character is accelerating too quickly toward endgame power.

LOGS

Historical deltas

You receive a breakdown of the difference between every level up. This helps you see the exact moment a scaling issue began.

HUMAN

Manual balance review

The AI identifies the problems, but you decide if the spike is a bug or a feature. You keep full control over your game's math.

The workflow

What your AI does when the data arrives.

The AI handles the heavy math so you can focus on the design implications.

  1. Ingest stats

    The AI reads your character level and attribute data to build a baseline.

    analyze_growth_velocity

  2. Calculate deltas

    It measures the specific difference in strength between each consecutive level.

    analyze_growth_velocity

  3. Identify spikes

    The agent compares these deltas against your expected scaling curves to find anomalies.

    analyze_growth_velocity

  4. Report outliers

    The AI presents a summary of every character that broke the scaling rules.

    analyze_growth_velocity

Try it

Copy these to start.

Use these prompts to kick off the analysis.

Starting points

Swap the bracketed text for your actual file names or character IDs.

Stat Scaling Calculator Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_u5RH2SZIFziPdb4sNI4UoAy8GbZCorRAixnCGLOa/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Stat Scaling Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "stat-scaling-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_u5RH2SZIFziPdb4sNI4UoAy8GbZCorRAixnCGLOa/mcp"
    }
  }
}
Copy into chat04

  • Analyze the growth velocity in my character_stats.csv file and find any spikes.

  • Check the level deltas for character ID 8829 to see if they are scaling too fast.

  • Look through the player_progression sheet and flag any attribute jumps above 15%.

  • Compare the strength growth in the combat_logs.json against my standard scaling rules.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Stat Scaling Calculator once, then ask.

Click the link to connect the MCP to your client. Your credentials stay encrypted, and you can start asking questions immediately.

Connect Stat Scaling Calculator to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my character stats?

    No. The AI only reads your data to perform calculations. It cannot write or modify your game files.

  • 02

    Does it work with any spreadsheet?

    It works with any data format your AI client can read, provided the stats are clearly labeled.

  • 03

    Will the AI automatically fix the power spikes?

    No. The AI identifies the spikes and presents them to you. You must manually adjust your game balance.

  • 04

    How does it know what a spike is?

    It uses the growth velocity tool to find mathematical outliers based on the thresholds you provide in your prompt.

  • 05

    Can I use this to predict future character strength?

    Yes, by asking the AI to project the current growth velocity into higher levels.

  • More questions about Stat Scaling Calculator? The Connector page answers them. See everything the Stat Scaling Calculator Connector can do

Connect Stat Scaling Calculator to Claude, Cursor, ChatGPT & more