How to use Hacker: what you can do with it

5 use cases

• Find vetted AI security references for an LLM review

  Locate the AI security and LLM engineering references in the ai folder for an app review.

  • REPO Elite588/Hacker
  • Security and science
  • Intermediate
  View prompt

  Using the GitHub repository Elite588/Hacker, open the ai/ folder and list the AI security and LLM engineering resources relevant to reviewing <target LLM application>. Report a table with resource name, path, and one-line purpose. Verify that every path you report exists in the repository tree before including it.

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• Collect AI-assisted incident response resources

  Pull the AI-assisted incident response and automation material from the ai folder.

  • REPO Elite588/Hacker
  • Security and science
  • Intermediate
  View prompt

  Using the repository Elite588/Hacker, find the AI-assisted incident response and automation resources in the ai/ folder and summarize them for a DFIR team evaluating <target workflow>. Output a list with path, resource type, and the response stage it covers. Verify that each path is present in the repository before listing it.

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• Plan a security certification path from roadmaps

  Compare the certification roadmaps and exam topic lists in the certifications folder.

  • REPO Elite588/Hacker
  • Security and science
  • Beginner
  View prompt

  Using the GitHub repository Elite588/Hacker, read the certifications/ folder and recommend one certification path for <target career goal>. Output the certification name, its roadmap file path, and the first three exam topics. Verify that each named exam topic appears in the repository files before recommending it.

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• Build a home cyber range for security practice

  Follow the lab-building resources to set up a practice environment.

  • REPO Elite588/Hacker
  • Security and science
  • Advanced
  View prompt

  Using the repository Elite588/Hacker, read build-your-own-lab/ and training-reference/ and produce a setup plan for a home cyber range for <target skill focus>. Output the tool list with source paths and the isolation steps. Verify that each tool named is listed in the repository before including it.

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• Map a security program to the domain taxonomy

  Use the cybersecurity-domains landing pages to find coverage gaps.

  • REPO Elite588/Hacker
  • Security and science
  • Intermediate
  View prompt

  Using the GitHub repository Elite588/Hacker, read the cybersecurity-domains/ folder and compare its domain list against the controls described in <target security program>. Output a table with domain, coverage status, and one reference path for each missing domain. Verify that every domain name matches the README before reporting it.

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Quick start with Hacker

1. Check you have what it needs: A web browser to read the repository on GitHub; git, if you want a local clone (optional); Time to read the folder pages and check the license of any tool you plan to use.
2. Open Elite588/Hacker on GitHub and read the README and license.
3. Run git clone https://github.com/Elite588/Hacker.git to get a local copy, or browse the repo on GitHub. (inferred, check the README)
4. Open the ai/ folder, which the README says contains AI security and LLM engineering resources.
5. List the files and subfolders that cover AI security.
6. Note each resource path, title, and what it covers.

These steps come from our top use case, Find vetted AI security references for an LLM review, which also has a copy-paste agent prompt.

Using the Deduped MCP, get the setup steps for Elite588/Hacker

claude mcp add --transport http deduped https://dedupedai.com/mcp

Hacker alternatives · Best AI repos for Security and science

About this repo

• Who it is forSecurity engineers, DFIR analysts, students, and career switchers who need organized starting points for offensive, defensive, cloud, AI, and certification work.
• Why it is hot109 stars, launched 70 days ago
• LanguageJupyter Notebook
• Sourcegithub.com/Elite588/Hacker · Back to Hot repos

Requirements

• A web browser to read the repository on GitHub
• git, if you want a local clone (optional)
• Time to read the folder pages and check the license of any tool you plan to use

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