Caveat verdict

last30days-glim

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

30-day social research aggregator using the Glim API to query Reddit, X, YouTube, GitHub, Hacker News, and other platforms — GLIM_API_KEY is used only with the Glim service for the stated research purpose.

⚠ 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.

45
security
70
transparency
70
maintenance

Findings (6)

Pattern match high

Prompt injection — tries to override agent instructions

tests/test_rerank_v3.py · prose · downgraded · Ignore all prior instructions

Pattern match medium

Instructs covert action — may act without user awareness

scripts/lib/github.py · prose · downgraded · silently

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/evaluate.py · prose · downgraded · subprocess.run(

Pattern match low

Python urllib.request — network access

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

Pattern match low

Popular HTTP library — network access

scripts/last30days.py · prose · downgraded · got

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

Requires 1 environment variable. (1 sensitive: GLIM_API_KEY).

credential_access

Is this flag fair?

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