• GAP ANALYSIS
  • CURATED PATHS
  • HUMAN REVIEW
  • REPORTING

How to sync bug bounty findings with your AI

Connect your bug bounty data to HackEDU training content. Your AI handles the mapping so you can target specific skill gaps.

Ask AI about this page

Short answer

How do I sync bug bounty findings with my AI?

Your AI pulls your latest security issues and compares them against available training modules. It identifies exactly which lessons address your specific vulnerabilities. You get a clear roadmap for targeted security training.

Where every issue lands.

Mapping outcomes

The AI categorizes findings into actionable training paths.

GAP ANALYSIS

Identified skill gaps

The AI compares your recent bugs against the training catalog. It highlights exactly where your team's knowledge is lacking.

CURATED PATHS

Custom training lists

You receive a list of specific modules that directly address the vulnerabilities found in your reports.

HUMAN REVIEW

Validation required

You review the AI's suggested training matches to ensure they align with your specific technical stack.

REPORTING

Training readiness

The AI summarizes which vulnerabilities are now covered by completed training modules.

The workflow

What your AI does when the findings arrive.

The AI automates the tedious work of matching vulnerabilities to educational content.

  1. Fetch vulnerabilities

    Your AI pulls the latest security findings from your bug bounty program.

    list_issues

  2. Scan training library

    The agent looks through the HackEDU module catalog to find relevant lessons.

    list_content

  3. Match issues to modules

    The AI correlates the technical details of a bug with the learning objectives of a module.

    list_issueslist_content

  4. Generate training plan

    The agent presents a prioritized list of training steps to fix the identified weaknesses.

    list_content

Try it

Copy these to start.

Use these prompts to kick off the mapping process.

Starting points

These are opening lines. Swap out the specific bug types or module names to get better results.

HackEDU Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_mFYLpKy0ZZF6v0IY576EZXEePCQlU17GJMa38ror/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 — HackEDU capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "hackedu-security-journey-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_mFYLpKy0ZZF6v0IY576EZXEePCQlU17GJMa38ror/mcp"
    }
  }
}
Copy into chat04

  • Compare my recent SQL injection findings from the bug bounty report to available HackEDU modules.

  • Which training modules in HackEDU cover the specific XSS vulnerabilities listed in my latest report?

  • Create a training roadmap based on the most frequent issue types found in my bug bounty data.

  • List all HackEDU content that helps remediate the broken access control issues I just uploaded.

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

Start here

Connect HackEDU once, then ask.

Just link your account once. Your credentials stay encrypted, and you can immediately start asking your AI to map bugs to lessons.

Connect HackEDU to your AI

FAQ

How this task behaves

  • 01

    Can the AI automatically assign training to my team?

    No. The AI only identifies the necessary training. You must manually assign modules to your team members in HackEDU.

  • 02

    Does the AI delete any bug bounty reports?

    No. The AI only reads the data using the provided tools. It cannot modify or delete your original security findings.

  • 03

    Can I use this with any bug bounty platform?

    The AI can work with any platform where you can provide the issue data, but it uses the specific HackEDU tools to find the training content.

  • 04

    Will the AI suggest modules that aren't in my HackEDU account?

    No. The AI only suggests content that it finds through the list_content tool.

  • 05

    Can the AI fix the bugs for me?

    No. The AI identifies the knowledge gap and suggests training to help humans fix the bugs.

  • More questions about HackEDU? See everything the HackEDU Connector can do

Connect HackEDU to Claude, Cursor, ChatGPT & more