KeygraphHQ/shannon: README-based editorial guide

KeygraphHQ/shannon describes itself in the README as "Shannon is an AI pentester for web applications and APIs. It analyzes your source code, identifies attack vectors, and executes real exploits to prove vulnerabilities before they reach production.". This article keeps to facts that can be checked in the repository. Stars, forks, and promotional badges are signals of attention, not proof of quality. Under "Shannon - AI Pentester by Keygraph", the README says: Shannon is an autonomous, AI pentester for web applications and APIs. It analyzes your source code, identifies attack paths, and executes real exploits to prove vulnerabilities before they reach production.. That establishes the project's stated boundary, not a production test.

The README's "Prerequisites" section gives a useful starting point for deciding whether the project fits: AI provider credentials: Anthropic, OpenAI, xAI, or AWS Bedrock. Claude models are recommended. For suggested model IDs per provider, plus gateways and custom base URLs, see AI providers.. If that problem is not yours, popularity is a poor reason to adopt it. Project names, commands, and component names are kept as written so a reader can return to the primary source without guessing at terminology. Another checkable README item is: Node.js 18+: required for the recommended npx workflow.. It can shape a first test, but it does not replace testing in the intended environment.

The operating model is spread across sections such as "Shannon - AI Pentester by Keygraph". The source evidence includes: > [!TIP] > AI agents and LLMs: start with llms.txt for the README and docs combined into one file.. This article does not turn missing architecture, performance, or security details into claims. A real deployment still needs a look at the repository layout, configuration files, and release history.

Start installation from the README's documented entry point. A command that can be checked in the source is: README 没有给出可直接复制的安装命令。 When the README contains no runnable command, this article does not invent one. Open its "Table of Contents" section and confirm system dependencies, default ports, and first-run initialization before using a public server.