zhihu-clippings-vp
Pass
Audited by Gen Agent Trust Hub on Aug 11, 2026
Risk Level: SAFEEXTERNAL_DOWNLOADSPROMPT_INJECTION
Full Analysis
- [EXTERNAL_DOWNLOADS]: The script
scripts/clip_zhihu_official.pymakes network requests todeveloper.zhihu.comandapi.tikhub.io. TikHub is used to fetch full-text content when the official API provides only summaries. This is an intended feature of the skill as documented in the README. - [PROMPT_INJECTION]: The skill possesses a surface for indirect prompt injection (Category 8) due to its core function of ingesting and processing untrusted web content.
- Ingestion points: Data enters via API calls in
scripts/clip_zhihu_official.pyfetching content from Zhihu and TikHub. - Boundary markers: The skill uses YAML frontmatter and Markdown headings to structure output, though it does not explicitly warn the LLM to ignore instructions inside the clipped content.
- Capability inventory: The skill can write to the local file system and perform network requests for content retrieval and heading review.
- Sanitization: Content is sanitized through
MarkdownHTMLParserand regex-based cleanup routines, reducing the risk of embedded malicious code execution during rendering. - [SAFE]: The script reads API keys from environment variables or the Windows Registry (
HKEY_CURRENT_USER\Environment). This is a legitimate and common practice for CLI tools to handle authentication without hardcoding secrets. - [SAFE]: The skill provides an optional heading review feature that sends article outlines to an OpenAI-compatible API. The script only sends extracted metadata (headings) and applies numeric level adjustments, which does not involve dynamic code execution.
Audit Metadata