# Provenance

This is a locally written, instruction-only specialist guide based on published primary
security research. It is not an official skill released or endorsed by the cited researchers.
See references/research-cases.md for exact authors, links, summarized mechanisms and limits.
No full proprietary article, payload collection, script, plugin or service is bundled.

Publication establishes the cited historical cases, not this guide's performance on GLM or
DeepSeek. Applying a historical mechanism requires fresh scope and target-specific evidence.