aris-meta-optimize
Pass
Audited by Gen Agent Trust Hub on May 6, 2026
Risk Level: SAFEPROMPT_INJECTIONCOMMAND_EXECUTIONDATA_EXFILTRATION
Full Analysis
- [PROMPT_INJECTION]: The skill is susceptible to indirect prompt injection. It ingests untrusted data from
.aris/meta/events.jsonl, which includes raw user prompts and tool inputs. This data is then passed to an external LLM (gpt-5.4) to generate system-level modifications (patches forSKILL.mdfiles). An attacker who can influence the logs could potentially trick the optimizer into proposing malicious changes. - Ingestion points:
.aris/meta/events.jsonlvia Step 1 and Step 4. - Boundary markers: None identified in the prompt sent to the reviewer LLM.
- Capability inventory: The skill has
Write,Edit, andBashpermissions to apply changes to the file system. - Sanitization: No validation or sanitization of the log content is performed before processing.
- [COMMAND_EXECUTION]: The skill uses
Bashto perform file operations, count events, and validate data availability within the.aris/meta/directory. While these are currently limited to log processing, the capability allows for arbitrary shell execution. - [DATA_EXFILTRATION]: The skill reads
.aris/meta/events.jsonl, which contains detailed session metadata, user prompts, and tool execution summaries. This sensitive usage data is then sent to an external model provider via themcp__codex__codextool for analysis and patch generation.
Audit Metadata