Conciseness

The body is dense with knowledge Claude cannot reliably reproduce from memory (exact platform character limits, rejection triggers, funnel-stage framing) and avoids explaining basics of what ads are. Minor trimmable padding remains — the persona opening ("You are a performance creative director who has written thousands of ads") and conversational asides ("You have something running. Now make it better.") — which fits the efficient-with-minor-over-explanation anchor. Not 5 because those tokens do not earn their place; not 3 because the unnecessary material is genuinely minor.

Actionability

Largely executable: a spec table with exact limits ("30 chars (×15)", "150 chars intro text"), formula templates with worked examples, an output-artifact table defining exact deliverables, and a presentation format template. Not 5 because the quality checklist instructs "use `scripts/ad_copy_validator.py`" and the body twice links reference files, none of which exist in the bundle — a concrete instruction that cannot actually be executed as written.

Workflow Clarity

Each of the three modes has a numbered 5-step workflow, iteration methodology ends in "Validate and Submit: Run all new copy through the quality checklist," and the checklist provides explicit checkpoints — so validation is present (no batch-operation cap applies). Not 5 because the anchor requires feedback loops for error recovery and no workflow states what to do when validation fails (fix which line, re-run, re-check).

Progressive Disclosure

Section structure is well organized and the design intent is right — full specs and framework catalogs pushed to "references/platform-specs.md" and "references/creative-frameworks.md" — but the bundle contains no references/, scripts/, or assets/ directories, so all three referenced paths are dangling. Scored against the actual bundle structure per the judging guidelines: the progressive-disclosure promise is unfulfilled, sitting between the buried/broken-minimal anchor and the good-structure anchor. Not 2 because inlined content is appropriate overview-level and clearly sectioned; not 4 because following any reference link fails.

Specificity

The description names several concrete actions — "generate, iterate, or scale ad creative for paid advertising" — with the object of each action clear. Not score 5 because the capability statement stays at the verb level (generate/iterate/scale one object) without naming the concrete deliverables (headlines, body copy, validation reports) that would make coverage comprehensive; not 3 because three distinct actions plus platform-specific outputs implied by triggers ('RSA headlines,' 'ad copy validation') exceed the 1-2-action anchor.

Completeness

Explicitly answers what ("generate, iterate, or scale ad creative for paid advertising") and when ("Use when they say 'write ad copy,' ...") with concrete trigger phrases — a direct match to the anchor-5 example pattern. Not 4 because the 'when' clause is not merely present but enumerates ten concrete triggers.

Trigger Term Quality

Ten natural quoted phrases users would actually say: 'write ad copy,' 'generate headlines,' 'create ad variations,' 'bulk creative,' 'iterate on ads,' 'ad copy validation,' 'RSA headlines,' 'Meta ad copy,' 'LinkedIn ad,' 'creative testing' — covering verbs, deliverables, and platform-specific synonyms. Matches the comprehensive-coverage anchor; nothing above it exists.

Distinctiveness Conflict Risk

Explicitly delineates its niche: "This is pure creative production — distinct from paid-ads (campaign strategy). Use ad-creative when you need the copy, not the campaign plan." Clear niche with distinct triggers and an explicit disambiguation against the closest competing skill. Not 4 because the overlap risk with adjacent skills (paid-ads, copywriting) is actively addressed rather than merely minor.