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成本感知 LLM 管道，根据任务复杂度选择合适模型， 管理上下文预算，避免在长会话末尾做大型重构。
Passed 21 of 22 test cases with the skill, and 15 of 22 without it.
and 3 more in the full report
6 fixed15 passed either way1 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
Our lead architect needs assistance evaluating complex tradeoffs for a high-concurrency event-sourcing system design. Which model tier is designed for this workload?
| Checked | Without skill | With skill |
|---|---|---|
| Recommends Opus for high-complexity architectural reasoning | Missed | Passed |
The instructions your model reads when the skill loads.
成本感知 LLM 管道，根据任务复杂度选择合适模型，管理上下文预算。
使用场景:
成本: ~$0.001/1K tokens
使用场景:
成本: ~$0.01/1K tokens
使用场景:
成本: ~$0.05/1K tokens
test cases passed, vs 15 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.