Grades are a hygiene check, not a security guarantee.

Claude Code, Skill

Manuscript Context Integrity

Context discipline and mechanized integrity for long-horizon research writing in Chinese social science

Compatibility: Not stated.

Grade B

Minor issues only, no Medium or High. Worth a quick look at the findings below before installing.

Graded by PlugVetRubric v2

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

INSTALL_UNPINNED NETWORK_NO_FIXED_HOST SECRETS_PATH_DOTENV PERMISSION_SHELL_DECLARED

Why this grade

  • INSTALL_UNPINNED Low

    Dependencies use a range or git URL with no lockfile.

    requirements.txt, line 7 PyYAML>=6.0

  • NETWORK_NO_FIXED_HOST Low

    Makes a network call whose host is not written as a fixed address.

    tools/ref_verify.py, line 113 r = requests.get(url, params=params, headers=headers, timeout=timeout)

  • SECRETS_PATH_DOTENV Low

    Mentions a .env file.

    .env.example, line 8 # 这个文件只用于可选的路径覆盖。复制为 .env 后按需填写，

  • PERMISSION_SHELL_DECLARED Note

    Runs shell commands, and the manifest or description says so.

    examples/run_demo.py, line 31 p = subprocess.run(

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.

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

    examples/run_demo.py, line 31

    p = subprocess.run(

    tools/_md2docx.py, line 34

    r = subprocess.run([PANDOC, args.md, "-o", out, "--standalone"], capture_output=True, text=True)

    tools/_mineru.py, line 31

    result = subprocess.run(

  • Install and update

    Concern

    dependencies are not pinned.

    INSTALL_UNPINNED

    requirements.txt, line 7

    PyYAML>=6.0

  • Network

    Concern

    can reach a host that is not written as a fixed address.

    NETWORK_NO_FIXED_HOST

    tools/ref_verify.py, line 113

    r = requests.get(url, params=params, headers=headers, timeout=timeout)

  • Secrets

    Concern

    reads a credential or environment file.

    SECRETS_PATH_DOTENV

    .env.example, line 8

    # 这个文件只用于可选的路径覆盖。复制为 .env 后按需填写，

    .env.example, line 9

    # .env 已被 .gitignore 忽略。

    .gitignore, line 9

    # ── 凭据（绝不入库）──

    Show more

    .gitignore, line 10

    .env

  • 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.

Get the full report on this tool, £49

Note

Hygiene check of commit 86058c16eeb0. requests shell access. The manifest names this permission. dependencies are not pinned. can reach a host that is not written as a fixed address. reads a credential or environment file.

Date and source

Date checked:

View source

github.com

Commit graded: 86058c16eeb057912d2d279f26fdb8ca4a786291

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