github.com / small-cactus

small-cactus/M.I.L.E.S

Python·38 files·commit 7c1291b·scanned 2d ago·cached ✓

16/100

LOW RISK

Minor findings consistent with the project type. Nothing reachable from install hooks.

verdict accurate?

threat-state: lowlive

FINDINGS ░▒▓

warningPython subprocess / os.system usageos.system() or subprocess with shell=True / suspicious commands can execute arbitrary shell commands. Plain pip/package installs are usually benign.Miles-V2/main.py

    try:
        os.system(f"osascript -e 'set volume output volume {volume_level}'")
        return json.dumps({"System Volume Success Message": f"System volume set to {volume_level}"})
    except Ex...

infoSuspicious files are not reachable from entry pointsFlagged files exist but are not imported by any entry point. They may be dead code, tests, or attack payloads triggered by another mechanism.+2

infoAuthor has no other public repositoriesGitHub user "dependabot[bot]" has no other public repositories, common for burner accounts used in scams.+2

warningHardcoded secret/credentialAPI keys, passwords, or tokens hardcoded in source code. Should be in environment variables.Miles-V2/main.js

api_key="${apiKeys['dynamic-textbox-openai'] || 'empty'}"
weather_api_key="c8b138cd625d476fbdb31921231507"
DEFAULT_LOCATION="${apiKeys['dynamic-textbox-city'] || 'empty'}"
UNIT="${apiKeys['dynamic-...

warningHardcoded secret/credentialAPI keys, passwords, or tokens hardcoded in source code. Should be in environment variables.Miles-V2/apikey.py

api_key="empty"
weather_api_key="c8b138cd625d476fbdb31921231507"
DEFAULT_LOCATION="empty"
UNIT="empty"

Scores are heuristics. A “safe” verdict means no known-malicious patterns were found — clever malware can look boring. Wrong verdict? Flag it above; confirmed false positives become regression tests.

15 files scanned @ 7c1291b | 10/27/2026 | heuristic scan — always review manually

risk by category

code execution6

network & exfiltration0

file system access0

obfuscation0

supply chain2

owasp / injection6

telemetry

files 15/38rules hit 5engine v7commit 7c1291b

github

small-cactus/M.I.L.E.S

M.I.L.E.S, a GPT-4-Turbo voice assistant, self-adapts its prompts and AI model, can play any Spotify song, adjusts system and Spotify volume, performs calculations, browses the web and internet, searches global weather, delivers date and time, autonomously chooses and retains long-term memories. Available for macOS and Windows.

Python

237

1091d

38 files

15 scanned(39%)

7c1291b

architecture░▒▓

entry (0) flagged (3) pkg (46)

55 nodes · 62 edgesscroll to zoom · click node to jump to finding