Package evidence

aiswmm==0.7.3

Py Install Time Subprocess: subprocess call — process spawning.

Trust signals

Why this verdict

PkgRadar discounts a release’s score when public reputation argues against novel malware. The verdict above already reflects these — the panel just explains what was applied.

Versions published: 14
First published: May 2026
Publisher: Zhonghao Zhang, Caterina Valeo

Recommended action

Block this update

Static evidence trips multiple high-signal indicators. Quarantine the release until the publisher validates the change or you can rule out the indicators below.

Inspect tarball Add to CI gate

Block this release in CIcurl · GitHub Actions

Fail the build when this package version is added or upgraded. Replace $PKGRADAR_TOKEN with a Pro / Team API key from your dashboard.

curl -fsS https://pkgradar.com/gate/npm \
  -H "Authorization: Bearer $PKGRADAR_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"specs":["aiswmm==0.7.3"],"fail_on":"high"}'

GitHub Actions step:

- name: PkgRadar gate
  run: |
    curl -fsS https://pkgradar.com/gate/npm \
      -H "Authorization: Bearer ${{ secrets.PKGRADAR_TOKEN }}" \
      -H "Content-Type: application/json" \
      -d '{"specs":["aiswmm==0.7.3"],"fail_on":"high"}'

PublisherZhonghao Zhang, Caterina Valeo

Artifact bytes1,571,069

Previous versionnone

Published2026-06-13T09:52:14

SHA-2564e83e8c0653ac34b7fab4a2ec8f02ccadd07bb3e411d593e37817ff62ac896bf

Why flagged

What the scanner saw

Py Install Time Subprocess: subprocess call — process spawning.

Not observed: package install, lifecycle script execution, or sandbox execution. PkgRadar only inspects on-disk artifacts.

Availability ledger

available

high

5h agoLast checked

highRisk

100Score

0.7.3Version

Status history (1 event)

new → available5h ago · risk high · score 100 · status changed

Evidence

Static findings

14 static · 0 from release diff · showing high-signal first.

Severity	Kind	Path	Detail	Points
medium	Py Install Time Subprocess	aiswmm-0.7.3/setup.py	subprocess call — process spawning.	60
high	Py Runtime Dynamic Dangerous Import	aiswmm-0.7.3/agentic_swmm/commands/memory_archive_cmd.py	Dynamic __import__('os') — reflection bypass for static checks.	30
high	Py Runtime Dynamic Dangerous Import	aiswmm-0.7.3/agentic_swmm/commands/memory_health.py	Dynamic __import__('os') — reflection bypass for static checks.	30

Show all 14 findings (low-signal and informational)

Severity	Kind	Path	Detail	Points
medium	Py Install Time Subprocess	aiswmm-0.7.3/setup.py	subprocess call — process spawning.	60
high	Py Runtime Dynamic Dangerous Import	aiswmm-0.7.3/agentic_swmm/commands/memory_archive_cmd.py	Dynamic __import__('os') — reflection bypass for static checks.	30
high	Py Runtime Dynamic Dangerous Import	aiswmm-0.7.3/agentic_swmm/commands/memory_health.py	Dynamic __import__('os') — reflection bypass for static checks.	30
low	Obfuscation Density	aiswmm-0.7.3/mcp/swmm-builder/package-lock.json	high encoded/escaped-token density	0
low	Obfuscation Density	aiswmm-0.7.3/mcp/swmm-calibration/package-lock.json	high encoded/escaped-token density	0
low	Obfuscation Density	aiswmm-0.7.3/mcp/swmm-climate/package-lock.json	high encoded/escaped-token density	0
low	Obfuscation Density	aiswmm-0.7.3/mcp/swmm-experiment-audit/package-lock.json	high encoded/escaped-token density	0
low	Obfuscation Density	aiswmm-0.7.3/mcp/swmm-gis/package-lock.json	high encoded/escaped-token density	0
low	Obfuscation Density	aiswmm-0.7.3/mcp/swmm-modeling-memory/package-lock.json	high encoded/escaped-token density	0
low	Obfuscation Density	aiswmm-0.7.3/mcp/swmm-network/package-lock.json	high encoded/escaped-token density	0
low	Obfuscation Density	aiswmm-0.7.3/mcp/swmm-params/package-lock.json	high encoded/escaped-token density	0
low	Obfuscation Density	aiswmm-0.7.3/mcp/swmm-plot/package-lock.json	high encoded/escaped-token density	0
low	Obfuscation Density	aiswmm-0.7.3/mcp/swmm-runner/package-lock.json	high encoded/escaped-token density	0
low	Sdist Has Setup Py	manifest	Source distribution executes setup.py at install time.	0