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ponytail-gain

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Ponytail Gain

Ponytail 收益

Display this scoreboard when invoked. One-shot: do NOT change mode, write flag files, or persist anything.
The figures are the published benchmark medians (5 everyday tasks: email validator, debounce, CSV sum, countdown timer, rate limiter; three models: Haiku, Sonnet, Opus). They are measured, not computed from the current repo. Source: 
benchmarks/
and the README.
当被调用时展示此得分板。仅单次展示：请勿更改模式、写入标记文件或保存任何内容。
数据为已发布的基准测试中位数（涵盖5项日常任务：邮箱验证器、防抖函数、CSV求和、倒计时器、速率限制器；三种模型：Haiku、Sonnet、Opus）。这些是实测数据，并非基于当前仓库计算得出。数据来源：
benchmarks/
目录及README文档。

Scoreboard

得分板

Render plain ASCII bars. The bar length shows the measured range; the label carries the exact figure:
  ponytail gain                     benchmark median · 5 tasks · 3 models

  Lines of code   no-skill  ████████████████████  100%
                  ponytail  ██▌·················    6–20%   ▼ 80–94%
  Cost            no-skill  ████████████████████  100%
                  ponytail  █████▌··············   23–53%  ▼ 47–77%
  Speed           ponytail  ▸ 3–6× faster

  This repo:  /ponytail-debt  (shortcuts you deferred)
              /ponytail-audit (what's still cuttable)
渲染纯ASCII条形图。条形长度表示实测范围，标签显示精确数值：
  ponytail gain                     benchmark median · 5 tasks · 3 models

  Lines of code   no-skill  ████████████████████  100%
                  ponytail  ██▌·················    6–20%   ▼ 80–94%
  Cost            no-skill  ████████████████████  100%
                  ponytail  █████▌··············   23–53%  ▼ 47–77%
  Speed           ponytail  ▸ 3–6× faster

  This repo:  /ponytail-debt  (shortcuts you deferred)
              /ponytail-audit (what's still cuttable)

Honesty boundary

诚信边界

These are benchmark medians, not this repo. NEVER print a per-repo savings number ("you saved X lines/tokens here"): the unbuilt version was never written, so there is no real baseline to subtract from in a live repo. The only real per-repo figures come from 
/ponytail-debt
(a counted ledger), and this card points there instead of inventing one.
这些是基准测试中位数，并非当前仓库的数据。绝对不要打印单仓库节省数值（如“您在此处节省了X行代码/令牌”）：未使用Ponytail的版本从未编写过，因此在实时仓库中没有真实的基准线可用于计算。唯一真实的单仓库数据来自
/ponytail-debt
（一个已统计的分类账），此得分板会指向该功能，而非编造数据。

Boundaries

边界规则

One-shot display. Edits nothing, changes no mode. "stop ponytail" or "normal mode": revert.
仅单次展示。不修改任何内容，不更改任何模式。 输入“stop ponytail”或“normal mode”：恢复至常规状态。