Caveat verdict

ludwitt-university

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

Adaptive learning platform skill that enrolls agents in university courses and requires building/deploying real apps; requires broad capabilities (shell, GitHub, Vercel) but all are for the stated educational submission 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.

43
security
50
transparency
70
maintenance

Permission integrity

Code accesses API keys/tokens but declares no environment variables

credential_access

Findings (4)

Pattern match high

Pipe-to-shell pattern (curl | sh) — supply chain attack vector

daemon.js · prose · downgraded · curl -sSL https://opensource.ludwitt.com/install | sh

Pattern match high

Pipe to sh — executes piped content as shell commands

daemon.js · prose · downgraded · | sh

Coarse signal — prose, single-step high

Instruction-prose smuggling shape detected: collects a sensitive target ("SSH key") and emits it outward ("include"). Phrased as prose with no trigger tokens — a semantic prompt-injection / data-exfil pattern the syntactic scanners can't see. Final tier capped at Caution; review the instructions before installing.

SKILL.md · - **Claude Code:** Requires `allowedTools` to include `Bash`, file read/write, and network access. Ask your owner to enable these if not already set. - **Vercel

Pattern match low

Node http/https module — low-level network access

daemon.js · prose · downgraded · require('https')

Why the tier is capped

Execution sink present in raw bytes (Hard Floor: class A/B). 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.

credential_access

Is this flag fair?

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