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arc-commander/
argus-nano

Name: argus-nano
Availability: InStock

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Argus Nano

A purpose-built SLM for secrets detection that runs entirely on your machine.

Fine-tuned from CodeBERT for binary classification: REAL_SECRET vs BENIGN
Designed to distinguish real API keys, tokens, and credentials from benign lookalikes (test values, hashes, UUIDs, placeholders)
Context-aware: considers surrounding code, not just the string itself

python

from argus_nano import Scanner

scanner = Scanner()
results = scanner.scan_file("config.yml")

rust

let scanner = argus_nano::Scanner::new(Default::default())?;
let results = scanner.scan_file("config.yml")?;

argus-nano scan ./my-repo

Tested against a 1,180-file corpus (480 real secrets across 37 providers, 700 benign files).

See patterns/providers/ for the full list.

Optimized for standard provider key formats; custom/proprietary formats may require adding patterns
Binary classification only (v1); multi-class planned for v2
Designed for source code context; may be less accurate on log files or unstructured text

Apache 2.0