ponytail

Enforces minimal, standard-library-first solutions for coding tasks with adjustable intensity levels.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/vinodkrishna221/Q-Trace --skill ponytail-vinodkrishna221
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ponytail
Source: https://github.com/vinodkrishna221/Q-Trace/tree/main/.agents/skills/ponytail
Command: npx skills add https://github.com/vinodkrishna221/Q-Trace --skill ponytail-vinodkrishna221

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Codebases accumulate over-engineered abstractions, unnecessary dependencies, and speculative features that create maintenance burden. This Skill forces the simplest working solution for any coding task by applying a strict decision ladder: question whether the work is needed at all (YAGNI), reuse existing code, prefer the standard library and native platform features, and only write new code as a last resort. ## Core Features & Use Cases - The Ladder: A seven-rung decision process that stops at the first sufficient solution, from "does this need to exist?" down to "the minimum code that works." - Intensity Levels: Three modes — lite (suggest the lazier path), full (enforce the ladder, default), and ultra (deletion-first YAGNI extremism) — switchable via /ponytail lite|full|ultra. - Root-Cause Bug Fixing: Requires tracing all callers before editing so fixes land once in the shared code path, not patched per symptom. - Use Case: When asked to "add a cache for these API responses," instead of building a custom cache class, the Skill ships @lru_cache(maxsize=1000) and notes when a custom cache would actually be warranted. ## Quick Start Ask the AI to implement or refactor any piece of code and say "use ponytail" or "give me the simplest solution" to get the minimal working implementation.

Frequently Asked Questions about ponytail

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I avoid over-engineering code with AI assistance?

Invoke the ponytail skill on any coding task to enforce a decision ladder that checks whether the work is needed, whether existing code or the standard library already solves it, and only then writes the minimum new code. The default full mode ships the shortest working diff.

How do I change ponytail intensity levels?

Switch levels with /ponytail lite, /ponytail full, or /ponytail ultra. Lite builds what is asked but names the lazier alternative, full enforces the ladder by default, and ultra is deletion-first YAGNI extremism. The level persists until changed or the session ends.

When should I not use the ponytail skill?

Do not use it for non-coding requests such as general knowledge, prose, translation, or summaries. It also never simplifies away input validation at trust boundaries, error handling that prevents data loss, security measures, accessibility basics, or anything explicitly requested.

Does ponytail skip writing tests to stay minimal?

No. Non-trivial logic such as branches, loops, parsers, or money and security paths must leave one runnable check behind, like an assert-based self-check or a single small test file. Trivial one-liners need no test, since YAGNI applies to tests too.

How does ponytail handle bug fixes differently?

It treats bug reports as symptoms and requires grepping every caller of the function being changed before editing. The fix goes once into the shared code path all callers route through, rather than patching only the path named in the ticket.