github.com / beatwad

beatwad/LinkedIn-AI-Job-Applier-Ultimate

Python·122 files·commit 34331c0·scanned 8d ago·cached ✓

35/100

SUSPICIOUS

Obfuscation or dynamic code paths detected. Intent unclear — review before running anything.

verdict accurate?

threat-state: suspiciouslive

FINDINGS ░▒▓

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

warningHigh-entropy string literalsFound 5 long strings with high Shannon entropy. This is common in obfuscated payloads that hide URLs, keys, or bytecode.src/dashboard/static/app.js+3

warningFlattened or dead control flowDetected switch(true), dead if branches, or deeply nested ternaries — patterns used by obfuscators to hide execution order.src/dashboard/static/app.js+3

warningHigh-entropy string literalsFound 3 long strings with high Shannon entropy. This is common in obfuscated payloads that hide URLs, keys, or bytecode.src/job_manager/indeed/job_manager_indeed.py+3

warningHigh-entropy string literalsFound 16 long strings with high Shannon entropy. This is common in obfuscated payloads that hide URLs, keys, or bytecode.src/job_manager/linkedin/easy_applier_linkedin.py+3

warningFlattened or dead control flowDetected switch(true), dead if branches, or deeply nested ternaries — patterns used by obfuscators to hide execution order.src/llm/prompts.py+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.

75 files scanned @ 34331c0 | 9/5/2026 | heuristic scan — always review manually

risk by category

code execution2

network & exfiltration0

file system access0

obfuscation15

supply chain0

owasp / injection0

telemetry

files 75/122rules hit 6engine v5commit 34331c0

github

beatwad/LinkedIn-AI-Job-Applier-Ultimate

AI-powered LinkedIn and Indeed job application bot with Playwright automation, LLM integration, data anonymization, and Telegram reporting. Applies to ALL job types (not just Easy Apply), generates custom resumes, and provides skill statistics.

Python

161

335d

122 files

75 scanned(61%)

34331c0

architecture░▒▓

entry (1) flagged (11) pkg (111)

185 nodes · 495 edgesscroll to zoom · click node to jump to finding