fiber-scheduling-theory

Quick Review

This skill addresses a highly specialized and novel area (React Fiber scheduling internals) that would be challenging for a CLI agent alone. The structure is clean and organized with clear sections. However, descriptionCoverage is moderate - while it lists capabilities, a CLI agent would need more concrete guidance on HOW to invoke this skill (what inputs/outputs to expect, what analysis methods to use). TaskKnowledge is the weakest dimension - the skill describes WHAT to do (interpret lanes, model preemption, diagnose starvation) but provides minimal procedural steps, code examples, or analytical frameworks to actually accomplish these tasks. The PhD-level challenges are interesting but lack implementation guidance. To improve: add concrete methodologies, example lane diagrams with annotations, decision trees for diagnosing issues, or pseudocode for formal models. The novelty score is high because Fiber scheduling is complex, poorly documented publicly, and requires deep React internals knowledge that would consume many tokens for an agent to reason through from scratch.