book-sft-pipeline

The skill footprint is coherent with its stated purpose: it defines a complete end-to-end pipeline for extracting text from books, segmenting intelligently, generating diverse instructions, constructing dataset formats, and performing LoRA training on a target platform. Security risks are low to moderate and primarily hinge on copyright considerations and the potential exposure of training data in downstream processes, rather than credential or network exfiltration. No unverifiable binaries or credential forwarding patterns are described. Overall, the skill is BENIGN with respect to security risk, though practitioners should remain mindful of data provenance and copyright compliance when using book-derived content for training.