Caveat verdict

dataworks-open-api

alicloud-dataworks

45
🟠 Risky
Significant risk patterns flagged — automated deep scan, not behavioral proof.

The skill provides a way to operate Alibaba Cloud DataWorks, but it uses sensitive capabilities that could be a concern.

⚠ Flagged for review — coarse, uncorroborated signal, not a confirmed exploit. Review the config yourself before installing.

Automated static analysis — not a human review. Caveat flags capabilities, not confirmed intent, and can produce false positives. Disagree with this verdict? Use Dispute below.

15
security
40
transparency
70
maintenance

Permission integrity

Code accesses API keys/tokens but declares no environment variables

credential_access

Installs packages at runtime — transitive dependencies are not auditable

package_install

Findings (7)

Pattern match high

Pipe to python — executes piped content as Python code

README.md · prose · downgraded · | Python

Confirmed in code medium

Accesses process.env — reads environment variables

SKILL.md · code

Pattern match medium

Accesses sensitive environment variables

SKILL.md · code · process.env.ALICLOUD_ACCESS_KEY

Pattern match medium

Python os.environ.get — reads environment variable

SKILL.md · code · os.environ.get(

Pattern match medium

subprocess execution — runs system commands from Python

scripts/fetch_api_overview.py · prose · downgraded · subprocess.run(

Pattern match low

Python urllib.request — network access

scripts/fetch_api_overview.py · prose · downgraded · urllib.request

Pattern match low

Python os.getenv — reads environment variable

scripts/fetch_api_overview.py · prose · downgraded · os.getenv(

Why the tier is capped

Execution sink present in raw bytes (Hard Floor: class D). Final tier capped at Caution — cannot be lifted by any downgrade, example-payload opt-in, or allowlist.

Permissions & capabilities

No declared permissions — minimal attack surface.

package_installnetwork_incredential_access

Is this flag fair?

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