Conciseness

Lean prose that assumes competence — no explanation of git or what slop 'is', only executable commands and targeted focus-area bullets; not at level 2 because there is no unnecessary explanation or padding to tighten.

Actionability

Provides copy-paste-ready commands ('git fetch origin main', 'git diff origin/main...HEAD', 'npm test -- --changed --passWithNoTests 2>&1 | tail -10') and concrete named slop patterns; not at level 2 because guidance is fully executable rather than pseudocode or incomplete.

Workflow Clarity

A clear six-step numbered sequence with explicit validation checkpoints ('Re-run git diff ... to verify only slop was removed' and 'Run tests or type-check to confirm behaviour unchanged'); not at level 2 because checkpoints are explicit, not merely implied.

Progressive Disclosure

A single well-organized SKILL.md under 80 lines with clear sections and one clearly signaled one-level-deep pointer (rules/skill-conventions.mdc); for a skill this size the simple-skill scoring note applies, so organized sections score 3 without external bundle files.

Specificity

Lists multiple concrete actions — 'Remove AI-generated code slop, unnecessary comments, and over-engineering', 'Cleans up boilerplate, simplifies abstractions, strips defensive code', 'lints SKILL.md files for quality' — matching the anchor for multiple specific concrete actions; not at level 2 because the actions are enumerated and concrete rather than partial.

Completeness

Explicitly answers both what (remove slop from the current branch diff; lint SKILL.md files) and when ('Use when cleaning up code, simplifying, removing boilerplate, before committing, or when reviewing a skill before promoting it.'); not at level 2 because an explicit 'Use when' clause is present.

Trigger Term Quality

Includes natural phrases a user would actually say — 'cleaning up code, simplifying, removing boilerplate, before committing, or when reviewing a skill before promoting it' — giving good coverage; not at level 2 because common variations are well represented rather than missing.

Distinctiveness Conflict Risk

Occupies a clear niche — AI-slop removal on a branch diff with a distinct skill-file linting mode — with triggers unlikely to fire for unrelated skills; not at level 2 because the scope is specific and not merely 'works with code'.