SecGPT: A Test Project for a Network Security-oriented LLM Tool Emulating AutoGPT

by ZacharyZcR · LLM Plugin · ★ 287

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install SecGPT

git clone https://github.com/ZacharyZcR/SecGPT.git

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 70/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

aiautogptcybersecuritylangchainllmsecgptsecurity

Quick Facts

Stars287
Forks76
LanguagePython
CategoryLLM Plugin
LicenseApache-2.0
Quality Score70/100
Last Updated2023-11-15
Created2023-06-27
Platformspython
Est. Tokens~13k

About SecGPT

SecGPT SecGPT is an open-source project inspired by AutoGPT, borrowing from its prompts and design patterns, but with significant code refactoring. As a solo developer project, we cannot guarantee the full quality of the code, but it has been extensively optimized and refactored in conjunction with GPT-4. We hope this will improve the overall code quality to some extent.

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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