{
 "schema_version": 1,
 "generated": "2026-10-24",
 "id": "taroyamada08-hacker--map-security-domain-learning-path",
 "repo": "TaroYamada08/Hacker",
 "repo_url": "https://github.com/TaroYamada08/Hacker",
 "repo_slug": "taroyamada08-hacker",
 "title": "Map a security learning path by domain",
 "page_title": "How to map a security learning path by domain with Hacker",
 "summary": "Use the domain taxonomy to find the right starting resources for one security area.",
 "who": "A junior security analyst or student who wants a structured path into one area, such as application security or cloud security.",
 "problem": "Cybersecurity topics are broad, and beginners often do not know which areas to study first or where the references sit.",
 "outcome": "A short ordered list of domain landing pages and linked tools, labs, and references for the chosen area.",
 "steps": [
  "Open https://github.com/TaroYamada08/Hacker in a browser.",
  "Open the cybersecurity-domains folder and read the domain taxonomy.",
  "Pick one domain, such as application security or cloud and container security, and open its landing page.",
  "Follow the linked tools, labs, and references and note five items to study in order.",
  "Save the ordered list in a notes file for weekly review. (inferred, check the README)"
 ],
 "agent_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.",
 "agents": [
  "any"
 ],
 "difficulty": "Beginner",
 "time": "15 minutes",
 "basis": "readme",
 "caveat": "The README is truncated, so confirm each linked path exists in the current repository before relying on it.",
 "category": "Security and science",
 "tags": [
  "Security and science"
 ],
 "lang": "jupyter notebook",
 "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"
 ],
 "risk": "dual-use",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [
  {
   "tag": "reverse-engineering",
   "notice": "The domain taxonomy covers offensive areas, so practice only on systems you own or are authorized to test."
  }
 ],
 "best": true,
 "score": 1.0,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/taroyamada08-hacker/map-security-domain-learning-path/",
 "md": "https://dedupedai.com/use-cases/taroyamada08-hacker/map-security-domain-learning-path/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/taroyamada08-hacker--map-security-domain-learning-path.json",
 "api_version": "v1"
}