story-long-write

Pass

Audited by Gen Agent Trust Hub on May 22, 2026

Risk Level: SAFECOMMAND_EXECUTIONEXTERNAL_DOWNLOADSPROMPT_INJECTION
Full Analysis
  • [COMMAND_EXECUTION]: The skill uses shell commands via Python and standard utilities (e.g., python3 -c "from pathlib import Path; print(len(Path('path').read_text()))" and wc -m) to accurately count characters and verify file integrity during the writing process.
  • [EXTERNAL_DOWNLOADS]: It leverages a specialized story-researcher agent to gather external information on historical or geographic facts, which involves retrieving data from the network and saving it to the local 参考资料/ directory.
  • [PROMPT_INJECTION]: Reference documents such as anti-ai-writing.md provide detailed instructions on 'de-AI' techniques to strip common LLM linguistic fingerprints and bypass AI-detection styles. While used here for literary quality, these represent instructions aimed at modifying core model output patterns.
  • [SAFE]: All identified command execution and network operations are intrinsic to the novel writing and research workflow. The skill adheres to a strict project directory structure, and no evidence of data exfiltration, credential theft, or malicious obfuscation was found across the 38 analyzed files.
Audit Metadata
Risk Level
SAFE
Analyzed
May 22, 2026, 08:55 AM
Security Audit — agent-trust-hub — story-long-write