Caveat verdict

colab

88
🟢 Trusted
No high-risk patterns surfaced by the deep scan — automated capability review, not behavioral proof.

Accesses credentials AND encodes data

Google Colab GPU runtime integration for executing ML code and managing Drive files; credential_access reads Google OAuth tokens to authenticate with Colab as intended.

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.

23
security
50
transparency
70
maintenance

What it does

These are capability combinations: each listed behavior occurs in the skill, but Caveat detects co-occurrence — it does not verify that one flows into another. Read the code to confirm a live chain.

Capability combination high

Accesses credentials AND encodes data — may obfuscate stolen credentials

LLM02 · ASI03 · ASI04

Permission integrity

Performs file operations but does not declare file-accessing binaries

file_read

Code accesses API keys/tokens but declares no environment variables

credential_access

Findings (3)

Pattern match medium

Base64 encoding/decoding

references/examples.md · code · base64-encode

Pattern match medium

os.system/popen — direct OS command execution

scripts/colab_drive.py · prose · downgraded · os.execv(

Pattern match medium

subprocess execution — runs system commands from Python

scripts/colab_run.py · prose · downgraded · subprocess.check_call(

Permissions & capabilities

No declared permissions — minimal attack surface.

file_readdata_encodingcredential_access
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