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Graphify-Labs/graphify

Python·857 files·commit 33362d9·scanned 18d ago·cached ✓
15/100
LOW RISK
Minor findings consistent with the project type. Nothing reachable from install hooks.

score capped at 15 — 113,712+ stars — findings likely false positives

verdict accurate?
113,712 stars
Crypto/Web3 project
44% file coverage
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.tests/test_claude_cli_backend.py
    """On non-Windows platforms, behaviour is unchanged: bare `claude`
    is passed to subprocess.run (shell resolves it via PATH)."""
    completed = MagicMock(returncode=0, stdout=json.dumps(_ENVEL...
+4
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.tests/test_hooks.py
def _make_git_repo(tmp_path: Path) -> Path:
    subprocess.run(["git", "init", str(tmp_path)], check=True, capture_output=True)
    return tmp_path
+4
criticalPython dynamic code executioneval(), exec() or compile() on untrusted input can execute arbitrary code. Common in Python malware for running obfuscated payloads.tests/test_rationale.py
        def build():
            # NOTE: must run before compile() or linker will fail
            pass
    ''')
+7
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/skillgen/gen.py
    """Read a blob from git, normalised to LF."""
    result = subprocess.run(
        ["git", "show", ref],
        cwd=REPO_ROOT,
+4
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
warningSSH/credential path accessAccessing .ssh, .aws/credentials, or .env files to steal authentication credentials.graphify/extractors/fortran.py
    Security (F-007): we pass `-nostdinc` and `-I /dev/null` so a malicious
    source file containing `#include "/home/victim/.ssh/id_rsa"` (or any other
    include directive) cannot inline arbitrar...
+5
warningHigh-entropy string literalsFound 28 long strings with high Shannon entropy. This is common in obfuscated payloads that hide URLs, keys, or bytecode.scripts/gen_demo_path.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.graphify/benchmark.py+3
warningHigh-entropy string literalsFound 8 long strings with high Shannon entropy. This is common in obfuscated payloads that hide URLs, keys, or bytecode.graphify/build.py+3
warningFlattened or dead control flowDetected switch(true), dead if branches, or deeply nested ternaries — patterns used by obfuscators to hide execution order.graphify/detect.py+3
warningFlattened or dead control flowDetected switch(true), dead if branches, or deeply nested ternaries — patterns used by obfuscators to hide execution order.graphify/extractors/apex.py+3
warningFlattened or dead control flowDetected switch(true), dead if branches, or deeply nested ternaries — patterns used by obfuscators to hide execution order.graphify/extractors/dart.py+3
infoSuspicious file in repoExecutable file (sample.ps1) in repositorytests/fixtures/sample.ps1+2
infoSuspicious file in repoExecutable file (sample_import.ps1) in repositorytests/fixtures/sample_import.ps1+2
infoSuspicious file in repoVery large source file (1945KB) — could contain obfuscated payloadworked/rsl-siege-manager/graph.json+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.

375 files scanned @ 33362d9 | 9/2/2026 | heuristic scan — always review manually

risk by category
code execution21
network & exfiltration0
file system access5
obfuscation15
supply chain6
owasp / injection0
telemetry
files 375/857rules hit 15engine v5commit 33362d9

github

Graphify-Labs/graphify

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

Python
113712
11072
170d
857 files
375 scanned(44%)
33362d9

architecture░▒▓

entry (0) flagged (83) pkg (242)
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