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campaign-structure-auditor

Audit a Google Ads account's structure — ad group focus, keyword duplication, match-type distribution, cross-campaign conflicts, and naming consistency. Use when a user wants an account audit, asks why an account is hard to manage, or suspects duplicate keywords or messy structure.

Quality

86%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

The canonical home for this skill is campaign-structure-auditor in Synter-Media-AI/plugin

SKILL.md
Quality
Evals
Security

Quality

Content

78%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A tight, well-structured instruction-only skill: concrete tool calls, specific audit criteria, and an approval/re-audit loop with validation on the risky fix stage. Main gaps are minor: some trimmable rationale, no concrete thresholds for judgment calls like broad-heavy distribution, and a workflow that is implied by prose rather than explicitly sequenced.

Suggestions

Provide a concrete threshold or example for judgment calls, e.g. what fraction of keywords being broad constitutes 'broad-heavy' or how many overlapping keywords constitute a duplication problem.

Consolidate the workflow into one explicit ordered list (confirm account → inspect → prioritize by spend → report → on approval apply one change → re-check → re-audit) so the sequence and checkpoints are readable in one place.

Trim inferable rationale such as 'Inconsistent names make the account unmanageable' and the opening framing sentences to save tokens.

DimensionReasoningScore

Conciseness

The body is lean with domain-specific rationale ("Sprawling ad groups with unrelated keywords drag Quality Score and CTR") that earns its place, but framing sentences ("Good structure is why an account is cheap to run and easy to read") and inferable rationale ("Inconsistent names make the account unmanageable") are minor over-explanation that could be trimmed, fitting the 4 anchor rather than the every-token-earns-its-place 5 anchor.

4 / 5

Actionability

Concrete tool names (list_connected_accounts, audit_account_structure, pull_google_ads_performance) and a specific reporting spec ("Rank findings by cost and effort... name the specific campaigns or ad groups and the concrete change") give mostly executable guidance; it falls short of the 5 anchor because judgment calls like "broad-heavy" lack concrete thresholds or examples for what to flag.

4 / 5

Workflow Clarity

A full loop is present (confirm account → inspect structure → prioritize by spend → report → apply on approval → re-audit) with explicit checkpoints ("approved changes, applied one at a time and re-checked") covering the batch-like fix stage; it misses the 5 anchor because the sequence is spread across prose sections rather than one explicit ordered workflow with feedback loops.

4 / 5

Progressive Disclosure

The skill is under 50 lines with no bundle files and no need for external references, and its sections (What to audit, Report, Rules) are well organized; the two bold cross-references to other skills (negative-keywords, utm-builder) are clearly signaled and one level deep, so the simple-skill exception applies for a 5.

5 / 5

Total

17

/

20

Passed

Description

88%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong description: concrete third-person capability list, explicit and specific use-when triggers, and a clear Google Ads structure niche. The only weaknesses are incomplete synonym coverage in the trigger terms and one broad trigger ("account audit") that slightly overlaps with performance-audit skills.

DimensionReasoningScore

Specificity

"ad group focus, keyword duplication, match-type distribution, cross-campaign conflicts, and naming consistency" lists five concrete audit dimensions in third person, matching the comprehensive-coverage anchor; the neighboring 4 anchor (minor gaps) fits worse since every major structural area is named.

5 / 5

Completeness

It explicitly answers both what ("Audit a Google Ads account's structure" plus the five areas) and when ("Use when a user wants an account audit, asks why an account is hard to manage, or suspects duplicate keywords or messy structure") with concrete trigger phrases, matching the 5 anchor exactly.

5 / 5

Trigger Term Quality

Natural phrases like "a user wants an account audit", "asks why an account is hard to manage", "suspects duplicate keywords or messy structure" are what users would actually say, but common synonyms (PPC, campaign structure, account health) are missing, fitting the good-but-incomplete 4 anchor rather than 5.

4 / 5

Distinctiveness Conflict Risk

The Google Ads structure niche with duplicate-keyword triggers is mostly distinct, but the broad trigger "a user wants an account audit" could overlap with performance or optimization audit skills, fitting the 4 anchor (minor overlap risk with closely related skills) better than the 5 anchor.

4 / 5

Total

18

/

20

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

Synter-Media-AI/plugin

Path

packages/claude-directory/skills/campaign-structure-auditor/SKILL.md

Reviewed

Table of Contents

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