tao-generate-anomalies
Fail
Audited by Gen Agent Trust Hub on Oct 1, 2026
Risk Level: HIGHPRIVILEGE_ESCALATIONEXTERNAL_DOWNLOADSINDIRECT_PROMPT_INJECTION
Full Analysis
- [PRIVILEGE_ESCALATION]: The file
references/docker.mdprovides instructions for usingsudo chown -R 10000:10000andchmod -R 777to resolve permission issues on host directory mounts for Docker containers. Additionally, it recommends mounting the host's/etc/passwdand/etc/groupfiles into the container, which is a sensitive configuration that can lead to information disclosure.\n- [EXTERNAL_DOWNLOADS]: Thereferences/datasets.mdfile documents that the preparation script for the UC2 dataset (prepare_dataset_uc2.py) automatically downloads content from an unverified third-party GitHub repository (abin24/Magnetic-tile-defect-datasets).\n- [INDIRECT_PROMPT_INJECTION]: The skill exhibits an indirect prompt injection surface as it ingests untrusted data from user-provided datasets and JSONL defect specifications.\n - Ingestion points:
dataset_dir,defect_spec.jsonl, andclean_dirfiles.\n - Boundary markers: None detected in the instructions for processing these files.\n
- Capability inventory: The skill uses the
bashtool to execute training scripts (launch_training.sh), synthetic data generation (run_sdg.sh), and evaluation tools (run_eval.sh).\n - Sanitization: No evidence of sanitization or validation of the contents of the ingested datasets or specification files before they are used to drive command-line operations.
Recommendations
- AI detected serious security threats
Audit Metadata