providing-performance-optimization-advice

Quick Review

This skill provides a well-structured framework for performance optimization advice with clear documentation and good organizational clarity. The description adequately covers when and how to invoke the skill. However, it lacks concrete implementation details—the SKILL.md reads more as a conceptual guide than an actionable skill with specific code, scripts, or tools. The task knowledge is somewhat abstract (e.g., 'analyze frontend code', 'review backend code') without detailing HOW these analyses occur programmatically. The novelty is limited because performance optimization advice is something a capable LLM can already provide through general knowledge and reasoning; this skill doesn't appear to add significant specialized tooling, algorithms, or integrations that would substantially reduce token cost or enable capabilities beyond base LLM performance advisory. For higher scores, the skill would benefit from concrete profiling scripts, automated analysis tools, or specialized benchmarking integrations that go beyond what an LLM could accomplish through conversation alone.