Frameworks & agents
Framework · planner-executortraining only

Pentest-Strategist

A research framework that trains custom LLMs (Qwen 14B with reinforcement learning) on curated penetration-testing reasoning datasets to autonomously generate pentest strategies and step-by-step actions. Ships dataset-collection utilities, training code, RL experiments, and CTF-based evaluation, with an accompanying arXiv preprint.

Use responsibly

Test only systems you own or are explicitly authorized to test. Unauthorized testing is illegal.

Public solutions exist for this target — good for training, unsuitable as a final evaluation.

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