kernagent: Headless AI agent for deterministic reverse engineering

by Karib0u · Agent Tool · ★ 103

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

How to install kernagent

git clone https://github.com/Karib0u/kernagent.git
docker pull ghcr.io/karib0u/kernagent:latest

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 75/100

Flagged: sudo usage. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

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.

aibinary-analysisclicybersecuritydockerghidrainfosecllmmalwaremalware-analysis

Quick Facts

Stars103
Forks11
LanguagePython
CategoryAgent Tool
LicenseApache-2.0
Quality Score75/100
Last Updated2025-12-09
Created2025-11-09
Platformscli, docker, python
Est. Tokens~15k

About kernagent

|/ 🔍 kernagent Turn binaries into conversations — deterministic, auditable, offline-capable. converts a binary into a portable static snapshot and lets an LLM (or your scripts) answer questions with evidence. No live IDE • No GUI automation • No hallucinations Offline-capable: run fully local using an OpenAI-compatible endpoint (e.g., Ollama, LM Studio); no internet required.

Compatible Skills

These tools work well together with kernagent for enhanced workflows:

  • Arkana — semantic(0.68)+complementary+rare_topics+same_lang+similar_pop+shared_platform (78%)
  • spectral — semantic(0.27)+complementary+shared_fw(ollama,openai)+same_lang+similar_pop+shared_platform (75%)
  • open-reverselab — semantic(0.62)+complementary+rare_topics+same_lang+shared_platform (75%)
  • reverify — semantic(0.45)+complementary+rare_topics+same_lang+similar_pop+shared_platform (75%)

kernagent alternative? Top 6 similar tools

Looking for a kernagent alternative? If you're comparing kernagent with other agent tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • ghidra-cli by akiselev · ⭐ 248

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  • ai_for_the_win by depalmar · ⭐ 162

    Build AI-powered security tools. 50+ hands-on labs covering ML, LLMs, RAG, threat detection, DFIR, and red tea

  • cyber-security-llm-agents by NVISOsecurity · ⭐ 396

    A collection of agents that use Large Language Models (LLMs) to perform tasks common on our day to day jobs in

  • Awesome-AI-For-Security by AmanPriyanshu · ⭐ 149

    A curated list of tools, papers, and datasets for applying AI to cybersecurity tasks. This list primarily focu

  • GhidrAssistMCP by jtang613 · ⭐ 510

    An MCP extension for Ghidra

  • agnix by agent-sh · ⭐ 455

    The missing linter and lsp for AI coding assistants. Validate CLAUDE.md, AGENTS.md, SKILL.md, hooks, MCP. Plug

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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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