ponytail-gain

dietrichgebert/ponytail/ponytail-gain

ponytail-gain 技能以紧凑记分牌形式展示 ponytail 的实测影响，包括更少的代码、更低的成本和更快的速度，数据来源于基准测试中位数。该技能为一次性显示，不会改变模式或持久化任何内容。记分牌显示五个日常任务（邮箱验证器、防抖、CSV 求和、倒计时器、限流器）在三个模型（Haiku、Sonnet、Opus）上的基准测试中位数。它展示代码行数、成本和速度的对比，并指向 /ponytail-debt 和 /ponytail-audit 以获取更多仓库特定信息。请注意，这些数字是基准测试中位数，并非针对当前仓库的节省量。

安装量 · 952查看来源

Installation

npx skills add https://github.com/dietrichgebert/ponytail --skill ponytail-gain

技能文件

SKILL.md

最近同步 · 2026年10月22日

SKILL.md›

---
name: ponytail-gain
description: >
  Show ponytail's measured savings (code, cost, speed) from the benchmark.
  One-shot display. Use for /ponytail-gain, "what does ponytail save",
  "ponytail impact".
---

# Ponytail Gain

Display this scoreboard when invoked. One-shot: do NOT change mode, write flag
files, or persist anything.

The figures are the published agentic benchmark of Ponytail 5: headless Claude
Code (Opus 5.5, default effort) on 39 tasks (feature tickets in a real FastAPI +
React repo, bug fixes, security and privacy cases, small apps), 5 runs each,
against the same agent without the skill. 18 of the tasks have hidden checks
for correctness and safety. Each figure is the geometric mean of the per-task
medians. They are measured, not computed from the current repo.
Source: `benchmarks/results/2026-10-07-agentic.md` and the README.

## Scoreboard

Render plain ASCII bars. The bar length shows ponytail as a share of the
no-skill baseline; the label carries the exact figure:

```
  ponytail gain           benchmark · 39 tasks × 5 runs · Opus 5.5

  no-skill        ████████████████████  100%
  Lines of code   █████████···········   47%   ▼ 53%
  Output tokens   ███████████·········   55%   ▼ 45%
  Cost            ███████████████·····   74%   ▼ 26%
  Time            ████████████········   59%   ▼ 41%
  Hidden checks passed   97%  (no-skill 96%)
  Tests where the logic needs one   98%  (no-skill 68%)

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

## Honesty boundary

These are benchmark averages, 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.

## Boundaries

One-shot display. Edits nothing, changes no mode.