fuzz-fixing

Warn

Audited by Gen Agent Trust Hub on Mar 27, 2026

Risk Level: MEDIUMCOMMAND_EXECUTIONPROMPT_INJECTION
Full Analysis
  • [COMMAND_EXECUTION]: The skill uses a user-defined 'test_command' to autonomously verify code fixes. This allows the agent to execute arbitrary shell commands on the system as part of its internal logic.
  • [PROMPT_INJECTION]: The skill contains strong directives to 'LOOP FOREVER,' 'NEVER stop,' and 'NEVER ask permission to continue.' These are explicit attempts to override standard interaction safety protocols and bypass user oversight.
  • [PROMPT_INJECTION]: The skill is susceptible to indirect prompt injection through the processing of untrusted data. * Ingestion points: The agent reads 'run.log' and 'results.tsv' which contain raw output and crash logs from functions processing adversarial inputs. * Boundary markers: There are no explicit instructions to the agent to ignore or delimit instructions found within the test outputs. * Capability inventory: The skill has permissions to write to the file system (modifying source code and adding tests) and execute shell commands. * Sanitization: The skill recommends using 'grep' to parse logs rather than reading them directly, which provides limited mitigation against malicious content embedded in large log files.
Audit Metadata
Risk Level
MEDIUM
Analyzed
Mar 27, 2026, 03:22 AM
Security Audit — agent-trust-hub — fuzz-fixing