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Audit TikTok Ads measurement, Pixel and Events API, mobile-first creative, audiences, Smart+, Shop and commerce campaigns, bidding, budgets, pacing, attribution, and policy. Use for TikTok Ads, TikTok Pixel, Events API, Smart+, TikTok Shop Ads, GMV Max, Spark Ads, or TikTok campaign optimization.

70

Quality

86%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

72%Weight 40%Scale 1-3

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 procedure with clear sequencing and sensible boundaries, but it leans heavily on external contracts and references that are not bundled here, leaving the actionable detail and inline validation feedback loops somewhat implicit.

Suggestions

Inline at least one concrete example of the expected JSON finding shape or a worked control-evaluation snippet so the procedure is executable without the external `ads` contract.

Add an explicit validate→fix→retry loop around the schema-validity and mutation-gate checks (e.g., 'if schema validation fails, revise the finding and re-validate before returning') rather than only referencing the gate.

Confirm the referenced paths (`ads/references/tiktok-audit.md`, shared measurement/benchmark/creative references) exist in the bundle or note they live in a parent skill, so navigation is unambiguous.

DimensionReasoningScore

Conciseness

The body is lean (~40 lines), assumes Claude's competence, and never explains concepts Claude already knows; every line carries procedural or constraint value. Not level 2 because there is no padded or unnecessary explanation to tighten.

3 / 3

Actionability

Steps name concrete items to collect and evaluate ("objective, conversion definition, account and campaign age, geography, date window, timezone, currency, spend, targets"), but the procedure defers most detail to external references not in this bundle ("Read the main `ads` operating contract", "Read `ads/references/tiktok-audit.md`") with no worked example. Not level 3 because guidance is not copy-paste executable; not level 1 because the listed inputs and controls are specific, not abstract.

2 / 3

Workflow Clarity

An explicit 8-step sequence is present with validation gates referenced ("Keep every account change as a draft until the main mutation gate passes", "Return schema-valid findings", "Render a platform report only from the validated JSON run bundle"). Not level 3 because no explicit validate→fix→retry feedback loop is detailed inline for the destructive/account-change operations; checkpoints are referenced externally rather than spelled out.

2 / 3

Progressive Disclosure

Under 50 lines and organized into clear Procedure/Boundaries/Output sections with one-level-deep, clearly signaled references ("Read `ads/references/tiktok-audit.md`"). Not level 2 because content is appropriately split and navigable rather than a monolithic wall of text.

3 / 3

Total

10

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12

Passed

Description

100%Weight 40%Scale 1-3

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, specific description with third-person voice, an explicit 'Use for' trigger clause, and a broad but concrete list of TikTok Ads capabilities. It clearly answers both what the skill does and when to invoke it.

DimensionReasoningScore

Specificity

"Audit TikTok Ads measurement, Pixel and Events API, mobile-first creative, audiences, Smart+, Shop and commerce campaigns, bidding, budgets, pacing, attribution, and policy" lists multiple specific concrete capabilities rather than vague language. Not level 2 because it is comprehensive across many named actions, not just a domain plus a few actions.

3 / 3

Completeness

It states what ("Audit TikTok Ads measurement...") and gives an explicit when clause ("Use for TikTok Ads, TikTok Pixel, Events API..."). Not level 2 because the trigger guidance is explicit, not merely implied.

3 / 3

Trigger Term Quality

"TikTok Ads, TikTok Pixel, Events API, Smart+, TikTok Shop Ads, GMV Max, Spark Ads, or TikTok campaign optimization" are natural terms a user would say when needing this skill. Not level 2 because coverage spans common product-name variations rather than a single keyword.

3 / 3

Distinctiveness Conflict Risk

The triggers are tightly TikTok-specific (GMV Max, Spark Ads, TikTok Shop Ads), carving a clear niche unlikely to fire for other ad skills. Not level 2 because the named products make overlap with generic ads skills unlikely.

3 / 3

Total

12

/

12

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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