Grades are a hygiene check, not a security guarantee.

Claude Code, Skill

Drug Discovery Agent Skills

Agent Skills for small-molecule and protein therapeutics: target validation and human genetics, bioactivity and chemical space, generative design and retrosynthesis, docking, free energy and dynamics, ADMET and PK translation, protein, antibody, degrader and oligonucleotide desig

Compatibility: Not stated.

Grade D

Two or more Medium findings, or a High finding. Only try it in a sandbox.

Graded by PlugVetRubric v2

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

NETWORK_HOST_FROM_INPUT OBFUSCATION_ENCODED_BLOB

Why this grade

  • NETWORK_HOST_FROM_INPUT Medium

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

    skills/adaptyv/SKILL.md, line 30 curl https://foundry-api-public.adaptyvbio.com/api/v1/targets?limit=3 \

  • OBFUSCATION_ENCODED_BLOB Medium

    Contains a long base64 shaped string in a file that should be readable.

    uv.lock, line 1 version = 1

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

    skills/autodock-vina/scripts/dock_batch.py, line 68

    result = subprocess.run([vina, "--version"], capture_output=True, text=True, timeout=30)

    skills/autodock-vina/scripts/dock_batch.py, line 85

    result = subprocess.run(command, capture_output=True, text=True, timeout=timeout)

    docs/security-report.json, line 1776

    "description": "dock_batch.py locates and executes external executables (vina, mk_prepare_ligand.py, mk_prepare_receptor.py, mk_export.py, scrub.py, obabel) via shutil.which() and

    Show more

    docs/security-report.json, line 1779

    "snippet": "def which(name: str) -> str | None:\n return shutil.which(name)\n...\nresult = subprocess.run(command, capture_output=True, text=True, timeout=timeout)",

    docs/security-report.md, line 202

    > dock_batch.py locates and executes external executables (vina, mk_prepare_ligand.py, mk_prepare_receptor.py, mk_export.py, scrub.py, obabel) via shutil.which() and subprocess.run

  • Install and update

    Pass

    No install-time script found, and dependencies are pinned or absent.

  • Network

    Serious

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

    NETWORK_HOST_FROM_INPUT

    skills/adaptyv/SKILL.md, line 30

    curl https://foundry-api-public.adaptyvbio.com/api/v1/targets?limit=3 \

    skills/chembl/scripts/_common.py, line 104

    with urllib.request.urlopen(request, timeout=timeout) as response:

    skills/chemical-space/scripts/_common.py, line 88

    with urllib.request.urlopen(request, timeout=timeout) as response:

    Show more

    skills/clinicaltrials/scripts/_common.py, line 87

    with urllib.request.urlopen(request, timeout=timeout) as response:

    skills/depmap/SKILL.md, line 87

    response = requests.get(url, stream=True)

    skills/glycoengineering/SKILL.md, line 262

    response = requests.get(url, headers={"Accept": "application/json"})

    skills/glycoengineering/references/glycan_databases.md, line 17

    response = requests.get(url, headers={"Accept": "application/json"})

    skills/glycoengineering/references/glycan_databases.md, line 33

    response = requests.get(f"{base_url}/proteins/uniprot/{uniprot_id}")

    skills/patent-landscape/scripts/surechembl_bulk.py, line 187

    print(f"curl -O {row['url']}", file=sys.stderr)

  • Secrets

    Concern

    reads a credential or environment file.

    SECRETS_ENV_READ SECRETS_PATH_DOTENV

    scan_pr_skills.py, line 264

    if not os.getenv("SKILL_SCANNER_LLM_API_KEY"):

    scan_skills.py, line 129

    # collection pattern (`config`, `token`, `private`, `.env`) and a *different*

    scan_skills.py, line 152

    llm_key = os.getenv("SKILL_SCANNER_LLM_API_KEY")

    Show more

    skills/openfda/scripts/_common.py, line 68

    key = os.environ.get("OPENFDA_API_KEY", "").strip()

    skills/patent-landscape/scripts/_common.py, line 75

    key = os.environ.get("PATENTSVIEW_API_KEY", "").strip()

    .env.example, line 3

    # Copy to `.env` and fill in only the values you need - every variable here is

    .env.example, line 7

    # cp .env.example .env

    .env.example, line 9

    # `.env` is gitignored. Never commit real keys. Scripts that read this file use

    .gitignore, line 10

    # Secrets

    CONTRIBUTING.md, line 274

    # needs SKILL_SCANNER_LLM_API_KEY (see .env.example)

    docs/security-report.json, line 1473

    "llm_overall_assessment": "The `adaptyv` skill is a documentation-only skill describing the Adaptyv Bio Foundry REST API and Python SDK. It contains no script files, no obfuscated

    docs/security-report.json, line 1477

    "Broad .env credential file access",

  • Agent instructions

    Pass

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

  • Obfuscation

    Concern

    contains an encoded blob in a file that should be readable.

    OBFUSCATION_ENCODED_BLOB

    uv.lock, line 1

    version = 1

    docs/security-report.json, line 1

    {

    skills/diffdock/references/workflows_examples.md, line 79

    --protein_sequence "MSKGEELFTGVVPILVELDGDVNGHKFSVSGEGEGDATYGKLTLKFICTTGKLPVPWPTLVTTFSYGVQCFSRYPDHMKQHDFFKSAMPEGYVQERTIFFKDDGNYKTRAEVKFEGDTLVNRIELKGIDFKEDGNILGHKLEYNYNSHNVYIMADKQKNG

    Show more

    skills/diffdock/scripts/prepare_batch_csv.py, line 175

    'MSKGEELFTGVVPILVELDGDVNGHKFSVSGEGEGDATYGKLTLKFICTTGKLPVPWPTLVTTFSYGVQCFSRYPDHMKQHDFFKSAMPEGYVQERTIFFKDDGNYKTRAEVKFEGDTLVNRIELKGIDFKEDGNILGHKLEYNYNSHNVYIMADKQKNGIKVNFKIRHNIEDGSVQLA

    skills/esm/references/biohub-platform.md, line 49

    sequence = "MSKGEELFTGVVPILVELDGDVNGHKFSVSGEGEGDATYGKLTLKFICTTGKLPVPWPTLVTTFSYGVQCFSRYPDHMKQHDFFKSAMPEGYVQERTIFFKDDGNYKTRAEVKFEGDTLVNRIELKGIDFKEDGNILGHKLEYNYNSHNVYIMADKQKNGIKVNFKIR

    skills/glycoengineering/SKILL.md, line 90

    fc_sequence = "APELLGGPSVFLFPPKPKDTLMISRTPEVTCVVVDVSHEDPEVKFNWYVDGVEVHNAKTKPREEQYNSTYRVVSVLTVLHQDWLNGKEYKCKVSNKALPAPIEKTISKAKGQPREPQVYTLPPSREEMTKNQVSLTCLVKGFYPSDIAVEWESNGQPENNYKTTP

    skills/diffdock/assets/batch_template.csv, line 3

    example_2,,COc1ccc(C#N)cc1,MSKGEELFTGVVPILVELDGDVNGHKFSVSGEGEGDATYGKLTLKFICTTGKLPVPWPTLVTTFSYGVQCFSRYPDHMKQHDFFKSAMPEGYVQERTIFFKDDGNYKTRAEVKFEGDTLVNRIELKGIDFKEDGNILGHKLEYNYNSHNVYIM

  • Licence

    Pass

    A licence file is present (LICENSE.md).

  • Maintainer activity

    Pass

    The latest commit is within the last 365 days.

Note

Hygiene check of commit c1037e410962. requests shell access. The manifest names this permission. accepts a host from input, with no fixed list in this file. reads a credential or environment file. contains an encoded blob in a file that should be readable.

Date and source

Date checked:

View source

github.com

Commit graded: c1037e4109624ebcd4c073b68ce63f969323592c

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