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Get Started Free →wasabeef/壓縮回應減少-30-50-上下文使用量
壓縮回應減少 30-50% 上下文使用量。「令牌高效模式」「壓縮回應」「節省上下文」等觸發。
Passed 21 of 22 test cases with the skill, and 5 of 22 without it.
and 24 more in the full report
16 fixed5 passed either way1 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 16 test cases the skill fixed. Same model, same prompt, with and without the skill.
單元測試覆蓋率目前為 68%（目標 80%），請以簡潔回應模式回報此測試指標。
| Checked | Without skill | With skill |
|---|---|---|
| Uses testing icon '🧪' | Missed | Passed |
| Uses warning symbol '⚠️' to flag unmet coverage percentage target | Passed | Passed |
The instructions your model reads when the skill loads.
AI 應答壓縮模式，將上下文使用量減少 30-50% 的效率化模式。
Token 效率模式透過視覺符號和縮略語系統，壓縮 Claude 的應答內容。 產生的程式碼品質和內容完全不會改變。改變的只是說明方式。
# 模式啟用
「使用 Token 效率模式回應」
「使用 --uc 模式」
「使用簡潔模式」
| 符號 | 意義 | 使用範例 |
|---|---|---|
| → | 導致、引起 | auth.js:45 → 🛡️ 安全風險 |
| ⇒ | 轉換成 | input ⇒ validated_output |
| ← | 回滾、返回 | migration ← rollback |
| ⇄ | 雙向 | sync ⇄ remote |
| & | 且、結合 | 🛡️ security & ⚡ performance |
| | | 或、分隔 | react|vue|angular |
| : | 定義、指定 | scope: file|module |
| » | 然後、序列 | build » test » deploy |
| ∴ | 因此 | tests ❌ ∴ code broken |
| ∵ | 因為 | slow ∵ O(n²) algorithm |
| 符號 | 意義 | 用途 |
test cases passed, vs 5 / 22 without
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