github.com / kijai

kijai/ComfyUI-KJNodes

Python·66 files·commit 3f20054·scanned 4d ago·cached ✓

25/100

LOW RISK

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

score capped at 25 — 3,153 stars — findings likely legitimate code patterns

verdict accurate?

threat-state: lowlive

FINDINGS ░▒▓

criticalPython dynamic code executioneval(), exec() or compile() on untrusted input can execute arbitrary code. Common in Python malware for running obfuscated payloads.nodes/model_optimization_nodes.py


    def compile(self, vae, backend, mode, fullgraph, compile_encoder, compile_decoder):
        if compile_encoder:
            if not self._compiled_encoder:

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

warningClipboard read accessnavigator.clipboard.readText() reads the user's clipboard. In a wallet/crypto context this is often used to steal copied seed phrases or private keys.web/js/ideogram4_prompt_builder.js

        let cap = null, txt = "";
        try { txt = (await navigator.clipboard.readText() || "").trim(); cap = tryParseCaption(txt); } catch (e) {}
        if (!cap) { txt = (window.prompt("Paste Id...

warningExtremely long lines (>1000 chars)Very long lines in source files (not minified bundles) can hide malicious code.nodes/ltxv_nodes.py+4

warningHigh-entropy string literalsFound 24 long strings with high Shannon entropy. This is common in obfuscated payloads that hide URLs, keys, or bytecode.kjweb_async/marked.min.js+3

warningFlattened or dead control flowDetected switch(true), dead if branches, or deeply nested ternaries — patterns used by obfuscators to hide execution order.kjweb_async/marked.min.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.kjweb_async/purify.min.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.nodes/batchcrop_nodes.py+3

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

warningFlattened or dead control flowDetected switch(true), dead if branches, or deeply nested ternaries — patterns used by obfuscators to hide execution order.web/js/editors/interpolation.js+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.

52 files scanned @ 3f20054 | 8/21/2026 | heuristic scan — always review manually

risk by category

code execution9

network & exfiltration0

file system access4

obfuscation15

supply chain0

owasp / injection0

telemetry

files 52/66rules hit 10engine v5commit 3f20054

github

kijai/ComfyUI-KJNodes

Various custom nodes for ComfyUI

Python

3153

337

1062d

66 files

52 scanned(79%)

3f20054

architecture░▒▓

entry (0) flagged (27) pkg (102)

152 nodes · 280 edgesscroll to zoom · click node to jump to finding