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Audit Snapchat Ads measurement, Snap Pixel and Conversions API, mobile and app campaigns, creative, AR and catalog formats, audiences, budgets, brand safety, and reporting. Use for Snapchat Ads, Snap Ads, Snap Pixel, Snapchat Conversions API, AR Lens ads, app-install campaigns, or Snapchat dynamic product ads.

72

Quality

88%

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SKILL.md
Quality
Evals
Security

Quality

Content

82%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 lean, well-structured orchestration body whose boundaries section is notably strong. Its main weakness is referential precision: several steps point to unnamed shared references and contracts, which forces the reader to resolve them at runtime.

Suggestions

Replace the categorical mention "relevant shared measurement, benchmark, creative, policy, and scoring references" with the actual file paths, ideally as a linked list under a References section.

Name the specific JSON contract files ("the common JSON contracts") or link to them so the output step is unambiguous.

Add an explicit validation checkpoint after step 6 (e.g., verify findings against the schema and fix before returning) to close the workflow's feedback loop.

DimensionReasoningScore

Conciseness

The 33-line body contains no concept explanations Claude already knows; every line carries non-obvious instructions ("Do not convert vendor recommendations into universal thresholds", "Keep all account changes as drafts until the main mutation gate passes"), matching the lean-every-token-earns-its-place anchor.

5 / 5

Actionability

Concrete file paths ("ads/references/snapchat-audit.md") and a specific input-collection checklist make most steps executable, but "relevant shared measurement, benchmark, creative, policy, and scoring references" and "the common JSON contracts" name no paths or files, leaving execution gaps; above the pseudocode/incomplete level of 3.

4 / 5

Workflow Clarity

A clear 7-step ordered sequence with most checkpoints present ("Return schema-valid findings", "Render a platform report only from the validated run bundle"), but schema validation is an expectation rather than an explicit validate-and-retry step, so it falls short of the explicit-feedback-loop anchor of 5.

4 / 5

Progressive Disclosure

Sections (Procedure, Boundaries, Output) are well-organized and the external reference is clearly named, but it is inline prose rather than a linked navigation section, and the shared references are identified by category rather than by path; good structure with minor organization gaps.

4 / 5

Total

17

/

20

Passed

Description

95%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: third-person, concise, comprehensive in trigger coverage, and explicitly separating capabilities from use conditions. The only refinement is varying the action verbs beyond the single "Audit".

DimensionReasoningScore

Specificity

Enumerates a comprehensive, platform-specific set of audit areas ("Snap Pixel and Conversions API, mobile and app campaigns, creative, AR and catalog formats, audiences, budgets, brand safety, and reporting") but relies on the single verb "Audit" rather than the multiple distinct action verbs of the 5 anchor; well above the 1-2 concrete actions of a 3.

4 / 5

Completeness

Explicitly answers both what ("Audit Snapchat Ads measurement... reporting") and when ("Use for Snapchat Ads... or Snapchat dynamic product ads") with concrete trigger phrases, mirroring the 5 anchor structure.

5 / 5

Trigger Term Quality

"Use for Snapchat Ads, Snap Ads, Snap Pixel, Snapchat Conversions API, AR Lens ads, app-install campaigns, or Snapchat dynamic product ads" covers natural synonyms (Snapchat Ads / Snap Ads) and platform-native terms a user would actually say, matching the comprehensive-synonyms anchor.

5 / 5

Distinctiveness Conflict Risk

A clear Snapchat-only niche with distinct triggers (Snap Pixel, AR Lens ads, Conversions API) that would not fire for generic ads or document skills; conflict risk is minimal.

5 / 5

Total

19

/

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
AgriciDaniel/claude-ads
Reviewed

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