aminer-data-search

The AMiner skill presents a coherent, purpose-aligned design: it interfaces with AMiner APIs to fulfill academic data queries across multiple workflows, uses a token-based authentication model, enforces cost-aware result limits, and appends official entity URLs to results. No suspicious credential exfiltration or opaque third-party components are evident. While the presence of many API endpoints and token requirements necessitates careful handling of credentials, the described approach is appropriate for a developer-facing data-lookup tool. Overall risk is low-to-moderate with respect to security, and the footprint is proportionate to the stated purpose.