Fuzzing technique

Goal: help the agent run fuzzing as a repeatable engineering process that finds real bugs fast and produces actionable, low-noise triage.

When this technique applies

• Input-processing code (file parsers, codecs, protocol handlers, deserializers).
• APIs with complex producer-consumer dependencies.
• Stateful services where request/packet ordering matters.
• Binary-only software where source instrumentation is unavailable.

Boundary with offensive-tools

This skill defines methodology, decision flow, and quality gates. Tool-specific flags, options, and command syntax belong in offensive-tools/*.

Initial triage

Before starting a campaign, classify the target shape and decide what kind of model and oracle will produce meaningful failures.