github.com / zhouxiaoka

zhouxiaoka/autoclip

Python·672 files·commit d1fe99d·scanned 2h ago·cached ✓

25/100

LOW RISK

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

score capped at 25 — 8,891 stars — findings likely legitimate code patterns

verdict accurate?

Desktop app detected

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.backend/tests/test_whisper_local_subtitle.py


    code = compile("def boom():\n    raise RuntimeError('vad')\n", "faster_whisper/vad.py", "exec")
    ns: dict = {}
    exec(code, ns)

criticalRust process Command usagestd::process::Command can execute arbitrary shell commands. Malware uses it to drop payloads, exfiltrate data, or establish persistence.src-tauri/src/backend_manager.rs


        let mut cmd = Command::new(&launch.program);
        cmd.args(&launch.args)
            .current_dir(&launch.working_dir)

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

warningExtremely long lines (>1000 chars)Very long lines in source files (not minified bundles) can hide malicious code.src-tauri/gen/schemas/acl-manifests.json+4

warningExtremely long lines (>1000 chars)Very long lines in source files (not minified bundles) can hide malicious code.src-tauri/gen/schemas/desktop-schema.json+4

warningExtremely long lines (>1000 chars)Very long lines in source files (not minified bundles) can hide malicious code.src-tauri/gen/schemas/macOS-schema.json+4

warningHigh-entropy string literalsFound 12 long strings with high Shannon entropy. This is common in obfuscated payloads that hide URLs, keys, or bytecode.backend/api/v1/bilibili.py+3

warningHigh-entropy string literalsFound 4 long strings with high Shannon entropy. This is common in obfuscated payloads that hide URLs, keys, or bytecode.backend/api/v1/clips.py+3

warningHigh-entropy string literalsFound 3 long strings with high Shannon entropy. This is common in obfuscated payloads that hide URLs, keys, or bytecode.backend/api/v1/projects.py+3

warningFlattened or dead control flowDetected switch(true), dead if branches, or deeply nested ternaries — patterns used by obfuscators to hide execution order.frontend/src/analytics/workflow.ts+3

warningFlattened or dead control flowDetected switch(true), dead if branches, or deeply nested ternaries — patterns used by obfuscators to hide execution order.frontend/src/components/BilibiliDownload.tsx+3

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

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.

412 files scanned @ d1fe99d | 9/25/2026 | heuristic scan — always review manually

risk by category

code execution17

network & exfiltration0

file system access0

obfuscation15

supply chain2

owasp / injection0

telemetry

files 412/672rules hit 13engine v6commit d1fe99d

github

zhouxiaoka/autoclip

AutoClip : AI-powered video clipping and highlight generation · 一款智能高光提取与剪辑的二创工具

Python

8891

1636

444d

672 files

412 scanned(61%)

d1fe99d

architecture░▒▓

entry (1) flagged (75) pkg (243)

613 nodes · 1977 edgesscroll to zoom · click node to jump to finding