Claude Code, Skill
Cultivating Ml Agent
Cultivating Ml Agent, a skill listed in the PlugVet directory.
Compatibility: Not stated.
Grade B
Minor issues only, no Medium or High. Worth a quick look at the findings below before installing.
Not a guarantee. A hygiene check of the source at the commit shown, not a security audit.
NETWORK_NO_FIXED_HOST SECRETS_PATH_DOTENV PERMISSION_SHELL_DECLARED
Why this grade
- NETWORK_NO_FIXED_HOST Low
Makes a network call whose host is not written as a fixed address.
framework/src/knowledge/arxiv_search.py, line 106
with urllib.request.urlopen(req, timeout=30) as r: - SECRETS_PATH_DOTENV Low
Mentions a .env file.
.gitignore, line 4
.env - PERMISSION_SHELL_DECLARED Note
Runs shell commands, and the manifest or description says so.
framework/src/ir/runner.py, line 278
proc = 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
framework/src/ir/runner.py, line 278
proc = subprocess.run(
framework/src/reflexion/sandbox.py, line 76
proc = subprocess.run(
framework/src/reflexion/sandbox.py, line 124
proc = subprocess.run(
Show more
framework/src/utils/submission.py, line 110
result = subprocess.run(cmd, capture_output=True, text=True)
skills/examples/kaggle-competition-best-practices/SKILL.md, line 169
subprocess.run([
skills/examples/sc-tir-mathematical-reasoning/SKILL.md, line 103
result = subprocess.run(
Install and update
Pass
No install-time script found, and dependencies are pinned or absent.
Network
Concern
can reach a host that is not written as a fixed address.
NETWORK_NO_FIXED_HOST
framework/src/knowledge/arxiv_search.py, line 106
with urllib.request.urlopen(req, timeout=30) as r:
framework/src/knowledge/arxiv_search.py, line 126
with urllib.request.urlopen(req, timeout=30) as r:
framework/src/knowledge/kaggle_forum.py, line 107
with urllib.request.urlopen(req, timeout=30) as r:
Show more
framework/src/knowledge/semantic_scholar.py, line 110
with urllib.request.urlopen(req, timeout=30) as r:
framework/src/knowledge/semantic_scholar.py, line 129
with urllib.request.urlopen(req, timeout=30) as r:
framework/src/knowledge/semantic_scholar.py, line 147
with urllib.request.urlopen(req, timeout=30) as r:
skills/examples/kaggle-experiment-sop/SKILL.md, line 295
curl -X POST http://localhost:8001/memory \
skills/examples/memory-hierarchy-management/SKILL.md, line 100
- **Recall vs Read**: recall = multi-strategy ranking; read = direct fetch (when you know exactly which skill you want)
Secrets
Concern
reads a credential or environment file.
SECRETS_PATH_DOTENV
.gitignore, line 3
__pycache__/
.gitignore, line 4
.env
ml-agent-code-template/.claude/hooks/stop_audit.sh, line 62
grep -vE '\.env|\.sample|test|mock|fake|sandbox|staging|stub|placeholder|example|SANDBOX|TODO|FIXME|YOUR_' | head -5)
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 df4705c43181. requests shell access. The manifest names this permission. can reach a host that is not written as a fixed address. reads a credential or environment file.
Date and source
Date checked:
github.com
Commit graded: df4705c431813acf8919cbfb5fbfe8e43fca3e26
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.