Conciseness

Roughly the first 340 lines are gstack framework boilerplate (Voice, AskUserQuestion format, telemetry prompting flows, Completeness Principle tables, Contributor Mode) unrelated to design review; the AI Slop blacklist is duplicated verbatim (Phase 3 category 9 and "AI Slop blacklist" under Design Hard Rules) and the browse-binary setup block appears twice. This is noticeably verbose with several padded sections (anchor 2) — not 1, because the design checklists are genuine non-obvious domain knowledge rather than concepts Claude already knows.

Actionability

Fully executable throughout: exact commands like `$B screenshot "$REPORT_DIR/screenshots/first-impression.png"`, complete `$B js "JSON.stringify(...)"` extraction scripts, `$D generate --brief ... --output ...`, a commit message format (`style(design): FINDING-NNN — short description`), and numeric thresholds (44px touch targets, 4.5:1 contrast, ≤3 fonts). Copy-paste ready and covering common cases — the 5 anchor, with no material gaps that would drop it to 4.

Workflow Clarity

Eleven clearly sequenced phases with explicit validation checkpoints and feedback loops: clean-tree check before starting, per-fix re-test with before/after screenshots (8d), verified/best-effort/reverted classification (8e), immediate `git revert` on regression, risk-based self-regulation every 5 fixes with a hard cap of 30, and a final re-audit that warns if scores regress. This matches the 5 anchor; the destructive-operation cap does not apply because validation and revert loops are present.

Progressive Disclosure

No bundle files exist at all — no references/, scripts/, or assets/ — so everything is inlined in a single ~1,200-line SKILL.md. The framework preamble, the ~80-item design checklist, and the entire test-framework bootstrap clearly belong in separate one-level-deep reference files, matching anchor 2 ("content that clearly belongs in separate files is inlined"). Not 3, because this is not minor inline overflow — the majority of the file should live elsewhere; not 1, because phase and section headers keep it navigable.

Specificity

The description lists multiple concrete actions covering the full loop — "finds visual inconsistency, spacing issues, hierarchy problems, AI slop patterns, and slow interactions", "fixes issues in source code, committing each fix atomically and re-verifying with before/after screenshots" — comprehensive coverage with no meaningful gaps, matching the 5 anchor rather than 4.

Completeness

Explicitly answers both "what" (find → fix → atomic commit → re-verify with before/after screenshots) and "when" ("Use when asked to 'audit the design', 'visual QA', ...") with concrete trigger phrases, exactly matching the 5 anchor; the when-clause is fully explicit so 4 does not apply.

Trigger Term Quality

Includes quoted natural trigger phrases users would say ("audit the design", "visual QA", "check if it looks good", "design polish") plus proactive triggers ("visual inconsistencies", "polish the look of a live site"), but misses common variations like "design review" or "make it look better" — good coverage, not comprehensive, so 4 rather than 5.

Distinctiveness Conflict Risk

A clear niche (rendered-site design QA with a fix/verify loop) with design-specific triggers, and it even disambiguates the nearest conflict ("For plan-mode design review (before implementation), use /plan-design-review") — minimal conflict risk, matching the 5 anchor.