literature-review
Fail
Audited by Gen Agent Trust Hub on Sep 15, 2026
Risk Level: HIGHREMOTE_CODE_EXECUTIONCOMMAND_EXECUTIONINDIRECT_PROMPT_INJECTION
Full Analysis
- [REMOTE_CODE_EXECUTION]: The skill's documentation instructs users to install the
parallel-clitool using a highly insecure method: piping a remote script directly to the bash shell. - Evidence:
SKILL.mdcontains the commandcurl -fsSL https://parallel.ai/install.sh | bashin the Required CLI Tools section. This executes unverified remote code with the privileges of the current user. - [COMMAND_EXECUTION]: Several scripts within the skill utilize the
subprocessmodule to execute system-level commands, which increases the potential impact of other vulnerabilities. - Evidence:
scripts/generate_pdf.pyusessubprocess.runto invoke thepandocandxelatexbinaries. - Evidence:
scripts/generate_schematic.pyusessubprocess.runto execute a child Python process (generate_schematic_ai.py). - [INDIRECT_PROMPT_INJECTION]: The skill possesses a significant attack surface for indirect prompt injection because it processes untrusted external content (literature abstracts and full texts) while having shell execution capabilities.
- Ingestion points: Untrusted data enters the agent context through
parallel-cli searchoutputs,parallel-cli extractfull-text results, and citation metadata retrieved from the CrossRef API inscripts/verify_citations.py. - Boundary markers: None identified. The instructions do not define clear delimiters or provide instructions to the agent to disregard embedded directives within the literature being reviewed.
- Capability inventory: The skill is granted the
Bashtool and contains scripts that execute shell commands usingsubprocess.run(e.g.,scripts/generate_pdf.py). - Sanitization: None identified. Data aggregated by
scripts/search_databases.pyis not sanitized for malicious prompt patterns before being processed for thematic synthesis.
Recommendations
- HIGH: Downloads and executes remote code from: https://parallel.ai/install.sh - DO NOT USE without thorough review
- AI detected serious security threats
Audit Metadata