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 for SKILL.md files). An attacker who can influence the logs could potentially trick the optimizer into proposing malicious changes.
  • Ingestion points: .aris/meta/events.jsonl via Step 1 and Step 4.
  • Boundary markers: None identified in the prompt sent to the reviewer LLM.
  • Capability inventory: The skill has Write, Edit, and Bash permissions 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 Bash to 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 the mcp__codex__codex tool for analysis and patch generation.
Audit Metadata
Risk Level
SAFE
Analyzed
May 6, 2026, 01:42 AM
Security Audit — agent-trust-hub — aris-meta-optimize