Conciseness

Strategy and bounds sections are appropriately terse, but the ~10-line promotional footer ("Want this skill (and 40+ more) running on autopilot... Try Synter" with UTM-tagged links) is pure padding, and bid modifier bounds are stated twice ("-90% to +300%" appears in both Device Modifiers and Bid Modifier Bounds sections) — unnecessary content beyond the 'minor instances' of the 4 anchor.

Actionability

Commands are concrete and flag-specific ("python scripts/analyze-bids.py --input campaign_data.csv --output recommendations.json") with explicit thresholds ("CPA > target × 1.3", "95%"), but the two referenced scripts and all three templates are absent from the bundle, so the workflow's core commands cannot actually execute — a missing-key-details gap that the 'minor gaps' of 4 does not cover.

Workflow Clarity

The four-step workflow (Analyze → Review → Generate → Deploy) is clearly sequenced with concrete commands and checkpoints ("Preview before running", manual approval guardrails), but there is no error-recovery feedback loop (e.g., what to do if the preview or recommendations look wrong), keeping it below the explicit-validation 5 anchor.

Progressive Disclosure

The body is well-organized into clear sections, but every external reference — "scripts/analyze-bids.py", "scripts/generate-script.py", and the three files in "templates/" — points to files that do not exist in the bundle, leaving navigation to dead ends; structure is present but the missing referenced files prevent a higher score.

Specificity

Lists several specific capabilities ("CPC optimization, budget allocation, ROAS improvement, day-parting, device modifiers, and audience bid strategies") alongside the core action "Recommends bid adjustments based on performance data", but never names the platform (Google Ads), leaving minor gaps in coverage that keep it below the comprehensive 5 anchor.

Completeness

Explicitly answers both questions: "Recommends bid adjustments based on performance data" (what) and "Use for CPC optimization, budget allocation, ROAS improvement, day-parting..." (when) with concrete trigger phrases, matching the 5 anchor; not 4 because the when-clause is already explicit and specific, not merely present.

Trigger Term Quality

"CPC optimization", "ROAS improvement", "day-parting", and "device modifiers" are natural terms practitioners would actually say, but common synonyms like "Google Ads", "PPC", or "paid search" are missing, matching the 'good keyword coverage; a few natural terms missing' anchor rather than comprehensive coverage.

Distinctiveness Conflict Risk

Niche bidding vocabulary ("day-parting", "ROAS", "device modifiers") establishes a clear trigger territory with minimal conflict risk, but the generic "budget allocation" could overlap with general marketing-budget skills, fitting 'mostly distinct; minor overlap risk' rather than the minimal-risk 5 anchor.