humanize-chinese

Pass

Audited by Gen Agent Trust Hub on Sep 29, 2026

Risk Level: SAFEINDIRECT_PROMPT_INJECTIONCOMMAND_EXECUTIONMETADATA_POISONING
Full Analysis
  • [INDIRECT_PROMPT_INJECTION]: The skill is designed to ingest and rewrite user-supplied Chinese text to reduce AI-generated signals, which creates a surface for indirect prompt injection.
  • Ingestion points: The skill processes arbitrary Chinese text provided by the user, referred to as text.txt or paper.txt in the CLI examples.
  • Boundary markers: There are no explicit instructions for the agent to use delimiters (like triple quotes or XML tags) to separate untrusted user content from its own instructions.
  • Capability inventory: The skill possesses the capability to rewrite, summarize, and change the style of the provided text, which could be exploited to bypass intended outputs if the input contains malicious instructions.
  • Sanitization: No sanitization or filtering logic is specified to identify or neutralize embedded instructions within the input text.
  • [COMMAND_EXECUTION]: The skill provides examples for a "CLI Flow" that involves executing local Python scripts.
  • Evidence: The instructions suggest running commands such as python3 scripts/detect_cn.py text.txt -v and python3 scripts/style_cn.py text.txt --style xiaohongshu -o out.txt.
  • Analysis: While these commands are presented as optional for users with a local clone of the toolkit, they involve executing external code (scripts/*.py) that is not part of the skill itself. Users should audit these scripts before execution.
  • [METADATA_POISONING]: There are inconsistencies in the attribution of the skill's source and author.
  • Evidence: The frontmatter lists the source as antigravity, the repository URL points to a user named sickn33, the body text attributes the work to voidborne-d/humanize-chinese, and the platform identifies the author as ranbot-ai.
  • Analysis: While these discrepancies may reflect forks or project renames, inconsistent metadata can be used to mask the true origin of a skill or mislead users about its maintenance status.
Audit Metadata
Risk Level
SAFE
Analyzed
Sep 29, 2026, 03:40 AM