deep-semantic-analysis

Quick Review

The skill provides a basic framework for semantic analysis with a clear 4-step workflow, but lacks depth in execution details. The description adequately conveys when to invoke the skill (comparing meaning, resolving ambiguity, mapping concepts). However, taskKnowledge is weak—no concrete methods, algorithms, or scripts are provided for extracting concepts, comparing meanings, or building relation maps. Structure is reasonable for a simple skill but could benefit from examples. Novelty is moderate: while semantic analysis can be token-intensive, the skill as documented doesn't demonstrate sophisticated techniques (embeddings, ontologies, disambiguation algorithms) that would significantly reduce cost over a CLI agent performing similar analysis through careful prompting.