skills/dzhng/skills/auto-research/Gen Agent Trust Hub

auto-research

Pass

Audited by Gen Agent Trust Hub on Sep 26, 2026

Risk Level: SAFECOMMAND_EXECUTIONINDIRECT_PROMPT_INJECTIONPROMPT_INJECTION
Full Analysis
  • [COMMAND_EXECUTION]: The skill workflow (Steps 2, 3, and 5) instructs the agent to define and run evaluation commands, tasks, and architectural spikes to measure artifact performance. This creates a functional requirement for the agent to execute shell commands based on the project context.
  • [INDIRECT_PROMPT_INJECTION]: The skill is designed to ingest and process untrusted data which could contain malicious instructions. (1) Ingestion points: Workflow Step 1 in SKILL.md directs the agent to read objectives, user feedback, project instructions, and existing research records. (2) Boundary markers: The instructions do not define specific delimiters or 'ignore' instructions for the external content being processed. (3) Capability inventory: The skill workflow explicitly uses command execution capabilities (Step 2: 'Record the evaluation command', Step 3: 'Run the unchanged artifact', Step 5: 'Test one hypothesis') to interact with the environment. (4) Sanitization: There are no instructions for sanitizing or validating the commands or artifacts before execution.
  • [PROMPT_INJECTION]: Step 8 of the workflow ('Continue without asking whether to proceed after each experiment') instructs the agent to override typical interactive confirmation patterns to maintain an autonomous research loop.
Audit Metadata
Risk Level
SAFE
Analyzed
Sep 26, 2026, 06:48 AM
Security Audit — agent-trust-hub — auto-research