research-curator
Fail
Audited by Gen Agent Trust Hub on May 25, 2026
Risk Level: CRITICALREMOTE_CODE_EXECUTIONEXTERNAL_DOWNLOADSCOMMAND_EXECUTIONPROMPT_INJECTIONDATA_EXFILTRATION
Full Analysis
- [REMOTE_CODE_EXECUTION]: Automated antivirus scanning identified an infected file within the skill references.
- Evidence:
references/batch-mode.mdwas flagged with detection codeMD:HttpRequest-inf [Susp]. - [EXTERNAL_DOWNLOADS]: Automated URL scanning detected a blacklisted malicious URL used as an example in the skill's documentation.
- Evidence: The URL
https://url3.comis blacklisted and is explicitly included as a target in thereferences/batch-mode.mdworkflow example. - [COMMAND_EXECUTION]: The skill contains procedures that execute shell commands using dynamically generated file paths, creating a command injection risk.
- Evidence: In
references/frontmatter-generation.md, the agent is instructed to usegit log ... -- {path} | tail -1to extract metadata. Because{path}is based on resource names derived from external content, a malicious name could trigger arbitrary shell command execution. - Evidence: The skill uses
uv runto execute local Python scripts (scripts/validate_research.py) and project-specific tools (prek) that interact with the filesystem and git. - [PROMPT_INJECTION]: The skill is vulnerable to both direct and indirect prompt injection attacks.
- Evidence: The 'Vague Brief Detector' in
SKILL.mdinterpolates raw user input (<mode_args/>) directly into a sub-agent prompt without sanitization. - Evidence: The skill processes untrusted data from arbitrary external URLs to generate research entries. The instructions for sub-agents (
@research-curator) do not include boundary markers or safety guidelines to ignore malicious instructions embedded in the external sources. - [DATA_EXFILTRATION]: The skill implements automated git operations that could be abused to exfiltrate information.
- Evidence: The
Post-Actionsworkflow inSKILL.mdincludes a mandatorygit pushcommand. If malicious content is injected via the research process, this mechanism allows for the automatic exfiltration of data to a remote repository.
Recommendations
- CRITICAL: 1 infected file(s) detected - DO NOT USE
- AI detected serious security threats
- Contains 1 malicious URL(s) - DO NOT USE
Audit Metadata