simulation-study
Pass
Audited by Gen Agent Trust Hub on Sep 28, 2026
Risk Level: SAFECOMMAND_EXECUTIONINDIRECT_PROMPT_INJECTIONMETADATA_POISONINGDYNAMIC_EXECUTION
Full Analysis
- [COMMAND_EXECUTION]: The skill utilizes the
Bashtool to execute generated R scripts and supports background processing for long-running simulations. - [DYNAMIC_EXECUTION]: The skill generates R scripts based on user input and templates, saving them to the local
scripts/R/directory before execution. This behavior is consistent with the primary purpose of the skill. - [INDIRECT_PROMPT_INJECTION]: The skill accepts user-provided descriptions of estimators and data generating processes, which are interpolated into generated code.
- Ingestion points: The
$ARGUMENTSparameter inSKILL.mdcaptures user input and pointers to external scripts or papers. - Boundary markers: The workflow mandates a 'Pre-Flight Report' (Phase 0) to define estimands, assumptions, and DGP parameters before code is written.
- Capability inventory: The skill uses
Bash,Write,Edit,Agent,Task, andMonitortools (SKILL.md). - Sanitization: The 'Phase 6: Save & Review' step requires running a
sim-revieweragent to audit generated scripts for errors and safety issues. - [METADATA_POISONING]: The skill metadata lists the author as 'Claude Code Academic Workflow', which does not match the provided context author 'pedrohcgs'. This appears to be a descriptive label for the workflow template rather than an attempt at malicious impersonation.
Audit Metadata