pp-learn-loop-example
Fail
Audited by Snyk on Aug 17, 2026
Risk Level: CRITICAL
Full Analysis
HIGH W007: Insecure credential handling detected in skill instructions.
- Insecure credential handling detected (high risk: 1.00). The skill explicitly instructs using a CLI subcommand that embeds a token as a command-line argument (learn-loop-example-pp-cli auth set-token YOUR_TOKEN_HERE), which would require the LLM/agent to handle or emit secret values verbatim and thus creates an exfiltration risk.
CRITICAL E005: Suspicious download URL detected in skill instructions.
- Suspicious download URL detected (high risk: 0.70). These are GitHub-hosted project pages; the specific GitHub release URL (printing-press-library/releases/...) points to pre-built installer/bundle assets — downloading executables from personal or project GitHub releases is higher-risk than using official vendor channels.
MEDIUM W011: Third-party content exposure detected (indirect prompt injection risk).
- Third-party content exposure detected (medium risk: 0.30). The required runtime workflow for this skill’s learn loop ingests the outsider-authored free-text query parameter (e.g., the user’s question passed to
learn-loop-example-pp-cli recall "<question>" --agent/teach --query "<question>" ...) and then feeds that content back into the LLM-consumed JSON envelope and learning/journal state without requiring selection of a specific trusted item.
MEDIUM W012: Unverifiable external dependency detected (runtime URL that controls agent).
- Potentially malicious external URL detected (high risk: 0.90). The README instructs users/agents to download and run a pre-built binary from https://github.com/mvanhorn/printing-press-library/releases/tag/learn-loop-example-current (and the SKILL.md recommends installing the CLI via npx), which are runtime steps that fetch and execute remote code and the skill requires that CLI to be present.
Issues (4)
W007
HIGHInsecure credential handling detected in skill instructions.
E005
CRITICALSuspicious download URL detected in skill instructions.
W011
MEDIUMThird-party content exposure detected (indirect prompt injection risk).
W012
MEDIUMUnverifiable external dependency detected (runtime URL that controls agent).
Audit Metadata