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ads-attribution

Audit cross-platform attribution, conversion definitions, reporting windows, GA4, AdServices and AdAttributionKit, MMPs, browser and server events, offline conversions, and platform reconciliation. Use for attribution audit, attribution models, conversion windows, requests to add or total Meta and Google conversions, incompatible reporting-window aggregation, GA4 attribution, MMP review, AppsFlyer, Adjust, Branch, Singular, or cross-platform discrepancies.

77

Quality

96%

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

92%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 concise, well-structured audit methodology with a clear sequenced workflow and an explicit comparability gate acting as a validation checkpoint. The main weakness is reliance on undefined external contracts and a JSON schema that are referenced but not bundled or located.

Suggestions

Add a reference to where 'the main ads contract' and 'normalized account snapshots' live, or inline a minimal schema so the audit steps are self-contained.

Include a compact example of the 'common JSON contract' output shape so the return-finding step is concrete rather than implied.

Optionally note the comparator platforms/MMPs list inline or via a one-level reference file so the source inventory step has explicit scope.

DimensionReasoningScore

Conciseness

Lean and efficient with no padding; it assumes Claude knows what attribution/MMPs are and every line (steps, constraints, gate, example) earns its place.

5 / 5

Actionability

Concrete, specific procedural guidance with a worked Meta/Google example, but it references undefined external artifacts ('the main ads contract', 'normalized account snapshots', 'common JSON contract') without defining or locating them, leaving minor gaps.

4 / 5

Workflow Clarity

A clear numbered 1-6 sequence with an explicit validation gate ('Reject aggregation until the sources share...') that serves as a checkpoint with feedback (reconcile first, then aggregate), plus a prohibitions checklist.

5 / 5

Progressive Disclosure

A short (~30 line), single-file, well-organized skill with clear sections and no bundle files; under 50 lines with no need for external references, so well-organized sections suffice.

5 / 5

Total

19

/

20

Passed

Description

100%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, third-person description with concrete actions, comprehensive natural trigger terms, and an explicit 'Use for' clause covering both what and when. It is distinctive and unlikely to trigger for the wrong skill.

DimensionReasoningScore

Specificity

Lists multiple concrete audit actions ('Audit cross-platform attribution, conversion definitions, reporting windows... platform reconciliation') plus named platforms (GA4, AdServices, AdAttributionKit), giving comprehensive coverage.

5 / 5

Completeness

Explicitly answers both what ('Audit cross-platform attribution...') and when ('Use for attribution audit, attribution models, conversion windows...') with concrete trigger phrases.

5 / 5

Trigger Term Quality

Comprehensive natural trigger terms including platform synonyms ('Meta and Google conversions', 'GA4 attribution', 'MMP review', 'AppsFlyer, Adjust, Branch, Singular', 'cross-platform discrepancies') that a user would actually say.

5 / 5

Distinctiveness Conflict Risk

Clear niche (cross-platform attribution audit) with distinct, specific platform triggers and minimal overlap risk with other skills.

5 / 5

Total

20

/

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.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
AgriciDaniel/claude-ads
Reviewed

Table of Contents

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