detect_commands

Quick Review

This skill provides a clear structure for detecting common development commands from repository artifacts. The description adequately conveys the core capability (inferring install/test/lint/build commands), and the steps outline a logical workflow from discovery through verification. The structure is concise and well-organized for a relatively focused task. However, descriptionCoverage could be improved with more specificity about what files are parsed (e.g., package.json, setup.py, .gitlab-ci.yml examples) and what outputs look like. TaskKnowledge is reasonable but lacks implementation details about parsing strategies or confidence scoring logic. Novelty is moderate—while automating command detection is useful, a CLI agent could accomplish similar discovery with standard file searches and pattern matching, though this skill does provide convenience and standardization. The guardrails appropriately address safety concerns around command execution.