aipa-research
Fail
Audited by Gen Agent Trust Hub on Nov 1, 2026
Risk Level: HIGHREMOTE_CODE_EXECUTIONCOMMAND_EXECUTIONDYNAMIC_EXECUTIONINDIRECT_PROMPT_INJECTION
Full Analysis
- [REMOTE_CODE_EXECUTION]: The skill provides instructions to install the
uvpackage manager by downloading a script from a well-known service (https://astral.sh/uv/install.sh) and piping it directly to the shell (sh). - [DYNAMIC_EXECUTION]: The agent is instructed to generate Python code snippets and execute them using
python3 -cto perform calculations on data retrieved from the CLI, such as volume multipliers and risk-reward ratios. - [COMMAND_EXECUTION]: The skill requires the execution of multiple shell commands to function, including
pipfor package installation anduvxfor running theaipa-clitool. - [INDIRECT_PROMPT_INJECTION]: The skill ingests untrusted external data from financial markets and news sources (e.g., CafeF, VNExpress) to perform its analysis.
- Ingestion points: Data is brought into the agent's context via the
aipa get-ohlcv-datacommand and external news research instructions inSKILL.md. - Boundary markers: The instructions do not specify the use of clear delimiters or boundary markers to separate untrusted external data from the agent's internal instructions.
- Capability inventory: The skill utilizes shell command execution, Python script execution, and multi-agent task spawning.
- Sanitization: There is no evidence of sanitization or filtering logic applied to the external data before it is processed by the agent pipeline.
Recommendations
- HIGH: Downloads and executes remote code from: https://astral.sh/uv/install.sh - DO NOT USE without thorough review
Audit Metadata