• BIAS
  • LOGIC
  • HUMAN
  • FIX

How to audit technical documentation with your AI

Connect Hawking Boundary Prover to your AI client to stress-test your documentation. It finds where your instructions fail the human reality test.

Ask AI about this page

Short answer

Can my AI check if my technical docs are actually clear?

Yes. Your AI uses the Hawking Boundary Prover to scan documentation for optimistic bias and logical gaps. You'll get a breakdown of where workflows break down or assume too much knowledge from the reader.

Where every issue lands.

Audit outcomes

The AI categorizes every finding into specific buckets for your review.

BIAS

Optimistic bias detected

The AI flags spots where the text assumes the user knows something they shouldn't. You get specific locations where the tone is too confident.

LOGIC

Broken workflow steps

The AI identifies missing links in a sequence. It highlights where a step is described but the prerequisite isn't met.

HUMAN

Human comprehension gaps

This is where the AI tells you a human will likely get stuck. You receive warnings about overly dense or vague instructions.

FIX

Actionable corrections

The AI suggests how to rephrase or add detail to close the gaps. You get a list of specific edits to improve clarity.

The workflow

What your AI does when the documentation arrives.

The AI acts as a skeptical reader to find the friction points in your text.

  1. Scan for assumptions

    The AI reads the text to find where the writer assumes the user has certain skills or tools ready.

    validate_hawking_boundary

  2. Identify logical leaps

    It looks for jumps in logic where a step follows another without a clear transition or necessary setup.

    validate_hawking_boundary

  3. Test human readability

    The agent simulates a first-time user to see where the instructions become confusing or too dense.

    validate_hawking_boundary

  4. Flag optimistic tone

    The AI catches language that glosses over complex or difficult parts of a process.

    validate_hawking_boundary

Try it

Copy these to start.

Use these prompts to kick off an audit.

Starting points

Swap the bracketed text for your actual file names or repository paths.

Hawking Boundary Prover Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_yMN6urkUYACm1x77B80uVAhuEDOIE9U6QYD0dyI8/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 — Hawking Boundary Prover capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "hawking-boundary-prover-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_yMN6urkUYACm1x77B80uVAhuEDOIE9U6QYD0dyI8/mcp"
    }
  }
}
Copy into chat04

  • Audit the documentation in my /docs folder for optimistic bias.

  • Check the workflow in setup_guide.md to see if a new user can follow it.

  • Scan the API reference in my GitHub repo for logical gaps in the sequence.

  • Review the troubleshooting guide in this Notion page for clarity issues.

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

Start here

Connect Hawking Boundary Prover once, then ask.

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

Connect Hawking Boundary Prover to your AI

FAQ

How the audit works

  • 01

    Can the AI rewrite my documentation for me?

    No. The AI identifies the problems and suggests improvements, but you must perform the actual edits.

  • 02

    Does the AI change my original files?

    No. The AI only reads your files to provide feedback. It cannot write to or modify your documentation directly.

  • 03

    How does it find 'optimistic bias'?

    It looks for language that implies a task is easier or more straightforward than the logical steps actually allow.

  • 04

    Can I use this with my local files?

    Yes, as long as your AI client has access to those files and the Hawking Boundary Prover is connected.

  • 05

    Will it flag every single typo?

    No. This tool focuses on logical flow and comprehension, not basic spelling or grammar checks.

  • More questions about Hawking Boundary Prover? The Connector page answers them. See everything the Hawking Boundary Prover Connector can do

Connect Hawking Boundary Prover to Claude, Cursor, ChatGPT & more