What problem does it solve? Codebases accumulate over-engineering: speculative abstractions, unnecessary dependencies, and boilerplate that inflate maintenance cost. This Skill forces the laziest solution that works, cutting code before it is written and auditing what already exists. ## Core Features & Use Cases - The Ladder: A decision hierarchy that stops at the first sufficient rung: skip unneeded work, reuse existing code, use the standard library, use native platform features, then installed dependencies, and only then write minimal code. - Nine Verbs: design, refactor, review, audit, test, teach, debt, stats, and help, each with a dedicated reference file covering planning, diff review, repo audits, and debt tracking. - Three Levels: lite suggests lazier alternatives, full enforces the ladder by default, and ultra challenges requirements before building. - Use Case: When asked to add a caching layer, instead of building a custom cache class, the Skill applies functools.lru_cache in one line and records the skipped complexity. ## Quick Start Ask the agent to review this diff with ponytail and cut anything the standard library or platform already covers.