• TRENDS
  • STALLS
  • GAPS
  • HUMAN

How to analyze preparation improvement velocity with your AI

Connect your rehearsal logs to your AI to see if your pitch is actually evolving. It turns raw practice data into a clear trend line of your progress.

Ask AI about this page

Short answer

Is my pitch preparation actually accelerating?

Your AI compares the metrics from your latest practice session against previous iterations to find where you're gaining ground and where you've stalled. You get a clear view of your learning curve and specific areas that need more work.

Where every insight lands.

The outcomes of your analysis

The AI processes your rehearsal history to produce these four specific views.

TRENDS

Velocity tracking

The AI uses your practice logs to map your improvement rate over time. You see if your delivery is getting sharper or if you're just repeating the same mistakes.

STALLS

Plateau detection

It identifies specific pitch components that haven't changed across multiple sessions. This tells you exactly where your preparation has stopped yielding results.

GAPS

Skill deficiencies

The AI flags recurring weaknesses in your content or delivery. You get a list of specific talking points or behaviors that are dragging down your score.

HUMAN

Strategic pivots

The AI highlights where the data is inconclusive or too volatile. You decide whether to change your practice method or push through a difficult section.

The workflow

What your AI does when the data arrives.

The AI handles the heavy lifting of comparing massive amounts of rehearsal data so you can focus on the pitch itself.

  1. Aggregates rehearsal data

    The AI pulls all your recent practice notes and performance scores into a single dataset for comparison.

    analyze_improvement_velocity

  2. Calculates progress rates

    It measures the delta between your current performance and your baseline to find your actual velocity.

    analyze_improvement_velocity

  3. Identifies stagnation points

    The AI looks for metrics that have remained flat across several iterations to find your plateaus.

    analyze_improvement_velocity

  4. Summarizes trends

    It converts the raw mathematical changes into a readable summary of your preparation status.

    analyze_improvement_velocity

Try it

Copy these to start.

Use these prompts to trigger the analysis immediately.

Starting points

These are starting points. Swap out the specific file names or folder paths for your own data.

Accelerator Investor Day Prep Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_4Mni07nuvf1D7I9E9Qscf9mgin7u1ETno7pINqFr/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 — Accelerator Investor Day Prep capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "accelerator-investor-day-prep-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_4Mni07nuvf1D7I9E9Qscf9mgin7u1ETno7pINqFr/mcp"
    }
  }
}
Copy into chat04

  • Analyze the improvement velocity in my 'Pitch_Rehearsals' folder.

  • Check my practice logs in the 'Investor_Prep' sheet and tell me if my velocity is increasing.

  • Look at my last five pitch iterations in the 'Rehearsal_Notes' doc and find where I've plateaued.

  • Compare my current pitch score in the 'Prep_Tracker' spreadsheet against my initial baseline.

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

Start here

Connect Accelerator Investor Day Prep once, then ask.

Just link the MCP to your client. Your credentials stay encrypted, and you can start asking questions about your pitch data right away.

Connect Accelerator Investor Day Prep to your AI

FAQ

How this task behaves

  • 01

    Can the AI rewrite my pitch for me?

    No. The AI analyzes your existing data to show you how you are improving; it does not edit your actual pitch content.

  • 02

    Does the AI delete my rehearsal notes?

    No. The AI only reads your data to perform the analysis. It has no capability to delete or modify your files.

  • 03

    How does it know if I'm improving?

    It compares the specific metrics and notes from your successive practice sessions to calculate a velocity trend.

  • 04

    Can I use this with any AI client?

    Yes, as long as your client is MCP-compatible, like Claude, Cursor, or Windsurf.

  • 05

    What if my data is in a different format?

    The AI works best with structured logs or notes, but you can ask it to interpret whatever data you have connected.

  • More questions about Accelerator Investor Day Prep? The Connector page answers them. See everything the Accelerator Investor Day Prep Connector can do

Connect Accelerator Investor Day Prep to Claude, Cursor, ChatGPT & more