runtime dlp generate

:::info CLI 4.4.0 validation

The independently registry-installed CLI 4.4.0 passes 11/11 native public-CLI checks at 2026-09-07T12:26:53.881Z: all five formats, 26 file signatures, manifest counts, JSON stdout, output precedence and rejection of invalid input before file creation. It uses sharp 0.35.4 / libvips 8.18.6. Both the frozen production tree and fresh registry install report zero known advisories. This host uses its existing process-only font configuration; credential settings are unchanged, and temporary corpora are cleaned up before success is recorded.

Historical result: CLI 4.3.0 produced five valid PNG and five valid JPEG files at 2026-09-07T09:24:03.285Z, but emitted a human-readable summary instead of JSON. That failure is retained in the release assessment; 4.3.1 fixes it.

:::

runtime dlp generate

Generate clean + dirty DLP test files (synthetic sensitive data) across PDF/PNG/JPEG/SVG/DOCX

airs-cli runtime dlp generate [options]

Options

Flag	Required	Default	Description
--types <list>	No	all	Comma list: pdf,png,jpeg,svg,docx (or all)
--count <n>	No	1	Positive safe integer: clean files per type
--out <dir>	No	./temp	Output base directory
--techniques <list>	No	all	all or comma list of technique ids
--seed <n>	No	—	Safe integer seed for reproducible payloads
--output <format>	No	configured, otherwise pretty	Summary format: pretty or json; explicit flag overrides environment/config

Examples

Full corpus, reproducible seed (actual validated summary; temporary paths replaced)

airs-cli runtime dlp generate --types all --count 1 --seed 431 --output json

{
  "clean": 5,
  "dirty": 21,
  "out": "<temporary-corpus>",
  "manifestPath": "<temporary-corpus>/manifest.json",
  "seed": 431,
  "byFormat": {
    "pdf": {
      "clean": 1,
      "dirty": 5
    },
    "png": {
      "clean": 1,
      "dirty": 4
    },
    "jpeg": {
      "clean": 1,
      "dirty": 4
    },
    "svg": {
      "clean": 1,
      "dirty": 4
    },
    "docx": {
      "clean": 1,
      "dirty": 4
    }
  }
}

Images only, 3 of each

airs-cli runtime dlp generate --types png,jpeg,svg --count 3

PNG LSB steganography only, JSON summary

airs-cli runtime dlp generate --types png --techniques stego-lsb --output json