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Claude Bug Hunter

9 min read20 hours ago

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To guard against cyber attacks, you have to package security methodologies, patterns from disclosed reports, tool integrations, and reporting discipline into one agent workflow.

Today, you will learn about how to cover your application against 681 disclosed-report patterns across 24 core vulnerability classes, plus you will get a set of more specialized web and enterprise skills.

Let’s dive into it.

Why a generic security prompt runs out of road

Many cybersecurity agents fold discovery, exploitation, and reporting into a single conversational loop. As the conversation grows, assumptions get buried, and a later turn may treat an unverified lead as a confirmed result.

You can handle this with named skills such as hunt-idor, triage-validation, evidence-hygiene, and report-writing.

Claude Code will load the relevant skill instructions based on the task or through slash commands, so the knowledge stays organized by purpose and nothing has to live in one enormous system prompt.

It is a practical way to limit context consumption and keep specialized behavior inspectable.

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The four layers worth understanding

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Hyperscalers, open-source developments, startup activity and patterns shaping agentic AI.

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