Unauthorized AI Skill Package Mimics Deceased Chinese Career Advisor Zhang Xuefeng
Developers created AI skill packages that replicate the career advice framework and thinking style of deceased Chinese career advisor Zhang Xuefeng using his books, interviews and biographical data. Dozens of similar projects emerged on GitHub, raising legal and ethical questions about protecting individuals' intellectual and personal value when such systems become easy to create.
What happened
Developers created an AI skill package called 'Zhang Xuefeng.skill' that encodes the thinking style and decision-making framework of Zhang Xuefeng, a career advisor who had died, using his published books, media interviews, and biographical information.
The project received approximately 2,000 stars on GitHub, and dozens of similar projects mimicking Zhang Xuefeng were created in the open-source community, with some using first-person dialogue and others indirect attribution.
The developers built the skill package in 2โ3 hours using automated data collection and large language model-driven analysis, with some using an open-source tool called 'Nvwa.skill' that can generate person skill packages for any named individual by collecting online content.
Reported impact
Critics raised concerns that individuals' thinking patterns, cognitive frameworks and personal knowledge could be decomposed, copied and turned into tools with simplified barriers to entry.
Legal and ethical questions emerged about protecting individuals' rights regarding their personal knowledge, cognitive frameworks and value when such AI reproductions become possible.
Index analysis
Developers estimated the reproductions achieved 50โ60% similarity to the original individual's decision-making style.
The skill packages could replicate surface-level cognitive patterns and decision frameworks such as 'employment-driven orientation' and 'family resource matching,' but could not replicate personal experience, insider knowledge or professional intuition that informed Zhang Xuefeng's original judgments.
Classification
Sources and evidence
This record was researched and written by the Index, based on the following original reporting.