os-improvement-loop
Pass
Audited by Gen Agent Trust Hub on Apr 3, 2026
Risk Level: SAFECOMMAND_EXECUTION
Full Analysis
- [COMMAND_EXECUTION]: The skill manages its lifecycle and state by executing local Python utility scripts (e.g.,
kernel.py,evaluate.py,post_run_metrics.py) and standard shell commands for file manipulation and metric calculation. - [DYNAMIC_EXECUTION]: The framework implements an autonomous self-improvement mechanism where the orchestrator agent is authorized to modify its own
SKILL.mdinstructions and other protocol configurations upon successful completion of a validated evaluation cycle. - [PROMPT_INJECTION]: The skill maintains an indirect prompt injection surface as it processes data and status updates from multiple agent sessions. Ingestion points include
events.jsonland output files in thehandoffs/directory. The skill possesses extensive capabilities includingBash,Write, andEdit, and the provided instructions do not specify explicit sanitization or boundary markers for handling cross-session data. - [DATA_EXFILTRATION]: The skill reads and writes to project-level configuration and state files, such as
agents.json,events.jsonl, and memory logs, which is required for its coordination and persistence features.
Audit Metadata