proactive

Quick Review

The skill provides a well-structured framework for proactive assistance with clear scenarios and examples. However, the description is too brief for a CLI agent to invoke effectively without reading the full SKILL.md. The task knowledge offers good conceptual guidance but lacks concrete implementation (no code, APIs, or integration methods with other skills like 'memory' or 'scheduling'). Structure is strong with logical categorization. Novelty is low—most listed behaviors (reminders, suggestions, next-step recommendations) are standard LLM capabilities that don't require a dedicated skill; a CLI agent can already perform these actions without special tooling. The skill would benefit from: (1) expanding the description to specify invocation triggers, (2) providing implementation hooks or code for integration with other systems, and (3) demonstrating unique value beyond baseline LLM proactivity.