github.com / MadsLorentzen

MadsLorentzen/ai-job-search

Python·214 files·commit becdc5d·scanned 2d ago·cached ✓

15/100

LOW RISK

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

score capped at 15 — 32,874+ stars — findings likely false positives

verdict accurate?

32,874 stars

CLI tool detected

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.tools/robots_check.py

    # direct callers rather than a hole in the gate path itself.
    r = subprocess.run(
        ['curl', '-sS', '-L', '--max-redirs', '5', '--max-time', '12', '-A', ua,
         '-H', 'Accept: text/p...

def git(*args: str) -> str:
    return subprocess.run(
        ["git", *args], capture_output=True, text=True, check=True
    ).stdout

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

warningFlattened or dead control flowDetected switch(true), dead if branches, or deeply nested ternaries — patterns used by obfuscators to hide execution order..agents/skills/freehire-search/cli/src/commands/search.ts+3

warningHigh-entropy string literalsFound 4 long strings with high Shannon entropy. This is common in obfuscated payloads that hide URLs, keys, or bytecode..agents/skills/jobbank-search/cli/src/helpers.ts+3

warningHigh-entropy string literalsFound 3 long strings with high Shannon entropy. This is common in obfuscated payloads that hide URLs, keys, or bytecode..agents/skills/jobindex-search/cli/src/commands/detail.ts+3

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.

123 files scanned @ becdc5d | 8/22/2026 | heuristic scan — always review manually

risk by category

code execution10

network & exfiltration0

file system access0

obfuscation15

supply chain0

owasp / injection0

telemetry

files 123/214rules hit 9engine v5commit becdc5d

github

MadsLorentzen/ai-job-search

The job search that runs on your machine. AI job application framework built on Claude Code: evaluate postings, tailor CVs, write cover letters, prep interviews. Fork it and own it.

Python

32874

11553

159d

214 files

123 scanned(57%)

becdc5d

architecture░▒▓

entry (0) flagged (23) pkg (26)

136 nodes · 243 edgesscroll to zoom · click node to jump to finding