from decepticon3,662
High-volume codebase scanner that shards work, ranks suspicious locations, and promotes a concise set of candidates for deeper analysis.
The Scanner skill performs broad-spectrum, high-volume scans over large codebases to surface suspicious code locations. It shards the codebase deterministically, processes file shards in parallel, and ranks results to produce a small, precise list of candidate locations for downstream analysis.
Use this skill as the first stage in a vulnerability research pipeline where scale and throughput matter: initial triage across 10^4–10^6 files to produce ~20–50 high-quality candidates for the Detector. It's used at scanner-agent startup and when you need an automated, token-efficient sweep.
Designed for autonomous code-analysis agents and pipeline orchestrators (agents capable of running ripgrep-like scans, managing parallel shards, and producing KG nodes). Works best with agents that support structured outputs and simple tooling integrations.
This skill has not been reviewed by our automated audit pipeline yet.
