academic-writing
Pass
Audited by Gen Agent Trust Hub on Oct 11, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill provides a structured framework for academic polishing and 'humanizing' text using stylistic rules. It does not contain prompt injections, data exfiltration mechanisms, or unauthorized privilege escalation attempts.
- [REMOTE_CODE_EXECUTION]: The skill includes local Python scripts (
scripts/ai_detector.py,scripts/text_analyzer.py) for text analysis. These scripts perform local heuristic analysis on provided text and do not download or execute external code. - [EXTERNAL_DOWNLOADS]: The skill lists
jiebaas a dependency inscripts/requirements.txt.jiebais a well-known, legitimate library for Chinese text segmentation. - [INDIRECT_PROMPT_INJECTION]: The skill processes user-provided text for polishing. While this constitutes an ingestion surface, the skill lacks dangerous capabilities such as network access or arbitrary system command execution, and it restricts file output to a designated local draft directory (
my-thesis/). - [COMMAND_EXECUTION]: The skill instructions suggest running its included Python analysis scripts. This is standard tool invocation for its intended purpose and does not involve executing arbitrary or unsanitized shell commands.
Audit Metadata