Grades are a hygiene check, not a security guarantee.

Claude Code, Plugin

pixeltable

Build multimodal AI applications with Pixeltable -- tables, computed columns, embedding search, UDFs, tool-calling agents, and 25+ AI provider integrations.

Compatibility: Not stated.

Grade C

One Medium finding. Read the findings before installing.

Graded by PlugVetRubric v2

Not a guarantee. A hygiene check of the source at the commit shown, not a security audit.

Rescanned at commit 51546f0d22a0.

NETWORK_HOST_FROM_INPUT

Why this grade

  • NETWORK_HOST_FROM_INPUT Medium

    A file takes a URL or endpoint as input and has no fixed host list.

    reports/pixeltable-eval-2026-09-06/run_trials.py, line 35 r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

Any High, or two or more Medium findings, give D. One Medium gives C. Low findings or a security Note give B. Each code names a finding behind the letter.

If you think this grade is wrong, email [email protected] with the entry link and your evidence. We aim to acknowledge within two working days and decide within seven. If we confirm an error, we aim to correct it within 24 hours of confirming it. These are aims, not guarantees.

Grades are a hygiene check of the source at the commit shown, on the date checked, not a security audit or a guarantee. The free directory grades are automated. Before release, a PlugVet engineer reviews every paid report and any grade we hold back, including all F grades, against the source code and the evidence we quote.

What was checked

Plain notes from the hygiene checks.

  • Permissions

    Note

    requests shell access. The manifest names this permission.

    PERMISSION_SHELL_DECLARED

    reports/pixeltable-eval-2026-09-06/run_trials.py, line 59

    p=subprocess.Popen(args,stdin=subprocess.PIPE,stdout=stdout,stderr=stderr,env=env,start_new_session=True,text=True)

    reports/pixeltable-eval-2026-09-06/runtime_smoke.py, line 19

    r=subprocess.run([str(pathlib.Path(sys.executable).parent/'pxt'),*args],cwd=WORK,text=True,capture_output=True)

  • Install and update

    Note

    The docs document an installer that pipes a download into a shell.

    INSTALL_DOCUMENTED_INSTALLER

    reports/pixeltable-eval-2026-09-06/evidence/get-started.md, line 167

    curl -LsSf https://astral.sh/uv/install.sh | sh

  • Network

    Serious

    accepts a host from input, with no fixed list in this file.

    NETWORK_HOST_FROM_INPUT

    reports/pixeltable-eval-2026-09-06/run_trials.py, line 35

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/audio__get-started__1/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/audio__get-started__2/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    Show more

    reports/pixeltable-eval-2026-09-06/trials/audio__llms__1/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/audio__llms__2/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/audio__skill__1/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/audio__skill__2/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/cloud-preparation__get-started__1/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/cloud-preparation__get-started__2/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/cloud-preparation__llms__1/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/cloud-preparation__llms__2/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/cloud-preparation__skill__1/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/cloud-preparation__skill__2/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/document-retrieval__get-started__1/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/document-retrieval__get-started__2/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/document-retrieval__llms__1/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/document-retrieval__llms__2/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/document-retrieval__skill__1/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/document-retrieval__skill__2/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/error-recovery__get-started__1/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/error-recovery__get-started__2/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/error-recovery__llms__1/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/error-recovery__llms__2/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/error-recovery__skill__1/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/error-recovery__skill__2/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/http-app__get-started__1/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/http-app__get-started__2/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/http-app__llms__1/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/http-app__llms__2/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/http-app__skill__1/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/http-app__skill__2/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/image-video__get-started__1/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/image-video__get-started__2/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/image-video__llms__1/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/image-video__llms__2/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/image-video__skill__1/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/image-video__skill__2/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/schema-evolution__get-started__1/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/schema-evolution__get-started__2/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/schema-evolution__llms__1/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/schema-evolution__llms__2/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/schema-evolution__skill__1/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/schema-evolution__skill__2/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/tool-calling__get-started__1/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/tool-calling__get-started__2/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/tool-calling__llms__1/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/tool-calling__llms__2/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/tool-calling__skill__1/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

    reports/pixeltable-eval-2026-09-06/trials/tool-calling__skill__2/artifacts/fetch_docs.py, line 8

    r=urllib.request.urlopen(req,timeout=20);b=r.read();record.update

  • Secrets

    Pass

    No read of a credential file or secret environment variable found.

  • Agent instructions

    Pass

    No instruction to ignore earlier instructions or to hide a step.

  • Obfuscation

    Pass

    No encoded or minified payload found.

  • Licence

    Pass

    A licence file is present (LICENSE).

  • Maintainer activity

    Pass

    The latest commit is within the last 365 days.

Note

Hygiene check of commit 51546f0d22a0. requests shell access. The manifest names this permission. accepts a host from input, with no fixed list in this file.

Date and source

Date checked:

View source

github.com

Commit graded: 51546f0d22a03eeb6c32a60d6652e2d4f7a49201

This link goes to the original host. PlugVet does not host or check what you download from there, and installing it is your own decision and risk.

Read how this letter is chosen