• CRITICAL
  • SKEWED
  • ADJUST
  • HUMAN

How to audit combat stability with your AI

Connect your AI to the Combat Balance Checker to run automated stability tests. It flags problematic builds by measuring them against established professional standards.

Ask AI about this page

Short answer

How can I check if my game builds are balanced?

Your AI uses the audit_balance tool to run character matchups against professional stability benchmarks. This identifies skewed builds and broken combat loops. You get a clear breakdown of where the math fails.

Audit outcomes

Where every issue lands.

The AI categorizes every stability issue it finds into specific buckets.

CRITICAL

Broken combat loops

The AI identifies builds that bypass intended mechanics. You get a list of matchups that break the game's fundamental rules.

SKEWED

Statistical outliers

The AI flags characters with win rates or damage outputs that deviate from professional standards. This highlights builds that are too strong or too weak.

ADJUST

Tuning suggestions

The AI provides data-driven ideas for where to tweak numbers. You receive specific targets for rebalancing character stats.

HUMAN

Manual review needed

The AI flags edge cases where the math looks fine but the gameplay feels wrong. You decide if these nuances require a design change.

The workflow

What your AI does when the data arrives.

The AI handles the heavy math and comparison work so you don't have to.

  1. Data ingestion

    Your AI pulls the latest character stats and matchup history from your game files or spreadsheets.

    audit_balance

  2. Standard comparison

    The AI runs the character data against professional stability benchmarks to find deviations.

    audit_balance

  3. Anomaly detection

    The AI identifies specific builds that create unfair advantages or impossible-to-counter scenarios.

    audit_balance

  4. Report generation

    The AI organizes the findings into a structured list of broken builds and suggested fixes.

    audit_balance

Try it

Copy these to start.

Use these prompts to kick off your first audit.

Starting points

Replace the bracketed text with your specific game data or file names.

Combat Balance Checker Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_VgoE5ZdehKzZSaAAr9LpBxfZJVlT94y5P6Qo1Zwr/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 — Combat Balance Checker capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "combat-balance-checker-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_VgoE5ZdehKzZSaAAr9LpBxfZJVlT94y5P6Qo1Zwr/mcp"
    }
  }
}
Copy into chat04

  • Audit the combat stability of the character stats in my combat_data.csv file.

  • Check the matchups in my current build against professional stability standards.

  • Identify any broken character builds in the latest balance sheet.

  • Run a stability audit on the current character roster and flag skewed matchups.

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

Start here

Connect Combat Balance Checker once, then ask.

Just click the link to connect the MCP to your AI client. Your credentials stay encrypted, and you can start auditing immediately.

Connect Combat Balance Checker to your AI

FAQ

How the audit behaves

  • 01

    Can the AI change my game files directly?

    No. The AI only reads your data and provides audit reports. You must manually apply any balance changes to your game.

  • 02

    Does the AI decide which characters are 'fun'?

    No. The AI focuses on mathematical stability and professional standards. Determining if a build is 'fun' or 'boring' is a human design task.

  • 03

    What kind of data does it need?

    It needs access to character stats, ability numbers, and matchup win rates via your connected files.

  • 04

    Can it run audits on live servers?

    No. It works with the data files or spreadsheets you provide to the AI.

  • 05

    Will it delete my existing balance settings?

    No. The AI has no capability to delete or overwrite your source data.

  • More questions about Combat Balance Checker? The Connector page answers them. See everything the Combat Balance Checker Connector can do

Connect Combat Balance Checker to Claude, Cursor, ChatGPT & more