Ponytail is an anti-overengineering skill that teaches coding agents to reach for the standard library before the framework — and its corrected benchmark counts diff lines, not promises.
Before it writes anything, the agent stops at the first rung of a six-step ladder that already solves the problem: skip the work, use the standard library, use the platform, reuse a dependency, write one line, or write the minimum. What lifts it above a slogan is the carve-out — validation, data loss, security, and accessibility are never simplified away.
Your agents solve small problems with large code — a framework where a function would do. Install the skill, hand the agent ordinary tickets, and let the ladder argue for the standard library first.
The repo's corrected agentic benchmark — real Claude Code sessions against twelve tickets, scored by added lines in git diff — cut code 54%, cost 20%, and time 27% at a 100% safety rate.
Boundary — turn it off when the task genuinely is architecture.
A team spread across Claude Code, Codex, Cursor, and Copilot drifts into ten different coding temperaments. Install the ladder once; thin adapters carry the same eight rules to every agent family.
The ladder's eight rules validated identical across every adapter, and all 62 of the repo's unit tests passed on our bench — one rulebook, ten front doors.
Boundary — the rules are identical, but the effect still rides on each model's instruction-following.
A one-line "YAGNI" system prompt looks like a free substitute for the whole skill. What you're actually installing is the ladder's explicit carve-outs — the rules that refuse to simplify the wrong thing away.
In the repo's own control run, the bare YAGNI one-liner got respectable reduction numbers — and then quietly dropped a path-traversal guard. The full skill kept it.
Boundary — the one-liner isn't useless; it's just missing the carve-outs that matter.
If you run one play tonight, put your next ticket on a diet — install the skill, hand the agent an ordinary backend task, and read the diff. The ladder makes its case for the standard library before you've written a line, and the guardrails stay up while it does.
git clone https://github.com/DietrichGebert/ponytail # drop the skill into your agent, then diff your next ticket