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How to use Hacker: what you can do with it

A large Jupyter Notebook based collection of cybersecurity references, scripts, labs, and training material organized by domain, AI security, certifications, and lab building.

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Authorization notice. This tool is dual-use. Only use it on software, sites and systems you own or have explicit permission to test, and follow the relevant licenses and terms of service.

What do you want to do?

4 use cases

  • Map a security learning path by domain

    Use the domain taxonomy to find the right starting resources for one security area.

    View prompt
    Using the repository TaroYamada08/Hacker, open the cybersecurity-domains folder and find the landing page for <domain>. Return an ordered list of five linked resources with one line on why each fits a beginner. Verify that every link points to a path that exists in the repository.

  • Build an AI security reading list from the ai folder

    Collect AI security, LLM engineering, and AI-assisted incident response references in one list.

    View prompt
    Using the repository TaroYamada08/Hacker, read the ai folder and produce a grouped reading list with four topics: AI security, LLM engineering, AI-assisted incident response, and AI ethics, privacy, and governance. Output three items per topic with file paths. Verify that each path exists in the repository.

  • Collect certification prep material in one place

    Find roadmaps and exam topic references for a chosen certification without mixing domains.

    View prompt
    Using the repository TaroYamada08/Hacker, open the certifications folder and find the roadmap and supplemental exam topics for <certification>. Return a week-by-week study plan with links to each topic. Verify that each linked file exists in the repository.

  • Plan a personal cyber range from the lab section

    Use the build-your-own-lab resources to design a practice environment for security exercises.

    View prompt
    Using the repository TaroYamada08/Hacker, read the build-your-own-lab folder and draft a lab plan for <training goal>. The plan should list each system, its purpose, and the linked resource. Verify that every resource named in the plan exists in the repository.

Quick start with Hacker

  1. Check you have what it needs: A web browser to open the GitHub repository; Git, if you want a local copy of the files; A clear learning goal, such as a domain, a certification, or an AI security topic.
  2. Open TaroYamada08/Hacker on GitHub and read the README and license.
  3. Open https://github.com/TaroYamada08/Hacker in a browser.
  4. Open the cybersecurity-domains folder and read the domain taxonomy.
  5. Pick one domain, such as application security or cloud and container security, and open its landing page.
  6. Follow the linked tools, labs, and references and note five items to study in order.

These steps come from our top use case, Map a security learning path by domain, which also has a copy-paste agent prompt.

Use this in your AI agent

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Hacker alternatives · Best AI repos for Security and science

About this repo

  • Who it is forSecurity learners, practitioners, and AI agents that need organized cybersecurity reference material and study paths.
  • Why it is hot110 stars, launched 70 days ago
  • LanguageJupyter Notebook
  • Sourcegithub.com/TaroYamada08/Hacker · Back to Hot repos

Requirements

  • A web browser to open the GitHub repository
  • Git, if you want a local copy of the files
  • A clear learning goal, such as a domain, a certification, or an AI security topic
  • Authorized environments only for any hands-on offensive security material

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Questions about Hacker

What is Hacker?

A large Jupyter Notebook based collection of cybersecurity references, scripts, labs, and training material organized by domain, AI security, certifications, and lab building. It is an open-source project on GitHub: https://github.com/TaroYamada08/Hacker.

Who is Hacker for?

Security learners, practitioners, and AI agents that need organized cybersecurity reference material and study paths.

What can I do with Hacker?

4 use cases so far, for example: Map a security learning path by domain; Build an AI security reading list from the ai folder; Collect certification prep material in one place. Each has steps and a copy-paste agent prompt.

What do I need to run Hacker?

A web browser to open the GitHub repository; Git, if you want a local copy of the files; A clear learning goal, such as a domain, a certification, or an AI security topic; Authorized environments only for any hands-on offensive security material.

What are alternatives to Hacker?

Other hot AI repos in Security and science: RiftX, Hacker, Codex Privacy Hud, Forge Guardian, Open Keylet.

Is Hacker safe to run?

Deduped does not own, audit or vouch for it. Read the README and license, run it on your own systems first and review every command before you run it.