Skip to content
Sam DespoNewsletter
Coding Workflows

Ponytail

Makes Claude write the smallest code that works, cutting tokens and cost by about half.

Open sourceBy DietrichGebert
View source

What is it?

Ponytail is the lazy senior developer who looks at fifty lines and replaces them with one. Installed as a skill, it makes Claude check whether a feature needs to exist, whether the codebase or the browser already does it, and only then write the minimum that works.

The author's benchmarks in Claude Code show roughly half the code, 45% fewer tokens and a quarter lower cost, while more risky logic ships with a test than before. Validation, security and accessibility are never cut.

It also adds /ponytail-review and /ponytail-audit, which review a change or rank your whole repo by what to fix first, plus a cost band above the Claude Code prompt.

Install in Claude Code

In Claude Code run /plugin marketplace add DietrichGebert/ponytail, then /plugin install ponytail@ponytail. It also installs into Codex, Cursor and about twenty other agents.

Try this prompt

Paste into Claude Code
Add a date picker to the sign-up form. Reuse what is already in the repo before adding anything new.

Who it's for

Anyone building with Claude Code who is tired of bloated output and surprise bills.

Best for

  • Cutting Claude Code costs
  • Smaller, simpler features
  • Code review
  • Repo audits

Why it made the list

It is the single biggest token saver on this list and the code gets better, not worse.

More skills like this

  • Caveman

    Productivity

    Makes Claude say less and read less, cutting token use by up to 75% with the same answers.

    Open source
  • I have ADHD

    Productivity

    Forces Claude to lead with the answer, number the steps and skip the padding.

    Open source
  • Superpowers

    Coding Workflows

    A full working method for Claude: brainstorm, plan, build with tests, then review.

    Open source
  • Context Engineering

    Coding Workflows

    A template that gives Claude full context up front so features ship with fewer re-prompts.

    Open source