openrouter-context-optimization

Quick Review

The skill provides a reasonable structure with references to detailed documentation files covering context optimization techniques (truncation, recycling, prompt optimization, etc.). The description is adequate for basic invocation. However, SKILL.md itself lacks concrete guidance on which technique to use when, how to measure success, or a decision framework for optimization strategies. The taskKnowledge score assumes referenced files contain sufficient implementation details. Novelty is moderate - while context optimization is useful, it's a common LLM task that a CLI agent could handle with sufficient prompting, though this skill likely reduces token costs through organized patterns. The structure is good with separation of concerns into reference files, though SKILL.md could provide a better overview/index of available optimization techniques and when to apply each.