What problem does it solve? Skill files often accumulate bloat, duplication, and vague instructions that waste context tokens and cause unpredictable agent behavior. This Skill provides a vocabulary and a repeatable review pass to make skill content tight, predictable, and cheap to load. ## Core Features & Use Cases - Six named failure modes: Diagnose premature completion, duplication, sediment, sprawl, no-ops, and negation, each with a concrete fix. - Structured review pass: An eight-step checklist covering the no-op test, single source of truth, leading words, completion criteria, and information-tier placement. - Progressive disclosure guidance: Rules for deciding what stays inline in SKILL.md versus what moves to external reference files. - Use Case: When a skill keeps stopping early or feels bloated, run the review pass to sharpen completion criteria, delete no-op sentences, and report each cut tagged by failure mode. ## Quick Start Review this skill file for bloat and report each deletion tagged with the failure mode it fixes.