Conciseness

The body is dense and lean, with no padding about concepts Claude already knows; every section delivers concrete taxonomy, classifications, or a report template. Not a 5 because the smell taxonomy and fallback inventory are long enough that a few lines could still be tightened; not a 3 because there is no unnecessary explanation.

Actionability

Provides concrete ordered passes, specific UI thresholds (e.g., 'Korean body text at 11-12px', '#3B82F6'), and a copy-paste-ready AI SLOP CLEANUP REPORT template. Not a 5 because the cleanup operations themselves are described as process guidance without literal executable commands; not a 3 because the guidance is specific and largely executable for an instruction-only skill.

Workflow Clarity

Clear sequence with explicit validation checkpoints (behavior-lock tests first, re-run verification after each pass, PASS/FAIL/N/A quality gates) and feedback loops plus an exit-condition checklist. Not a 4 because checkpoints and error-recovery loops are fully present rather than having minor gaps; the destructive-operation validation cap does not apply since validation is explicit.

Progressive Disclosure

Well-organized into clear sections (When to use, Before editing, Smell taxonomy and passes, Evidence/output contract, Exit condition) with a well-signaled one-level-deep reference ('Shared operating invariants live in `templates/AGENTS.md`'). Not a 4 because structure and navigation are clean with no buried or nested references; no bundle files exist to require deeper splitting.

Specificity

Names the domain and three action verbs ("cleanup/refactor/deslop"), but they are near-synonyms rather than distinct concrete operations, so coverage is not comprehensive. Not a 4 because the actions are not separately specific like 'extracts text, fills forms, converts pages'; not a 2 because it names more than a single generic action.

Completeness

It states a clear 'what' ("Run an anti-slop cleanup/refactor/deslop workflow") but includes no 'Use when...' clause or equivalent trigger guidance, so completeness is capped at 3 per the rubric guideline. Not a 4 because 'when' is entirely absent rather than merely weak.

Trigger Term Quality

"cleanup", "refactor", and "deslop"/"anti-slop" are natural terms users actually say, giving good keyword coverage. Not a 5 because common synonyms and variations (e.g., 'dead code', 'dedup', 'tighten') are missing; not a 3 because coverage is broader than a single generic keyword.

Distinctiveness Conflict Risk

The "anti-slop/deslop" framing carves a fairly distinct niche with minimal conflict risk, though "cleanup/refactor" overlap with general refactoring skills. Not a 5 because of that minor overlap with closely related refactor skills; not a 3 because the slop-specific trigger is clearly distinguishing.