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Plan and review Amazon Ads with margin-aware ACoS, product, and search-term guardrails. Use for Amazon advertising, Sponsored Products, Sponsored Brands, Sponsored Display, ASIN targeting, Amazon ACoS, or Amazon Ads performance exports.

72

Quality

90%

Does it follow best practices?

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

86%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 instruction-only skill that gives concrete unit-economics and review checklists with a clear validation handoff. It would benefit from a worked example or brief template and a more explicit error-recovery path when review fails.

Suggestions

Add a short worked example or brief operator-brief template so the planning and review steps are copy-paste ready rather than list-only.

Make the review feedback loop explicit: specify what to do when a verified connector/operator rejects or cannot confirm a marked change (revise, re-mark ready_for_review, escalate).

Optionally surface 1-2 concrete guardrail thresholds (e.g., a target-ACoS-vs-margin sanity check) to lift actionability from concrete lists to fully executable guidance.

DimensionReasoningScore

Conciseness

Lean and efficient; assumes Claude's competence. The single ACoS definition sentence earns its place because the margin-relative framing is the skill's core operating thesis rather than generic knowledge Claude already has.

5 / 5

Actionability

Provides concrete, specific record/report lists ('product/ASIN, marketplace, currency, contribution margin, price, inventory constraint, and target ACoS') but lacks a worked example or template, falling short of fully copy-paste-ready guidance.

4 / 5

Workflow Clarity

Clear sequenced sections (unit economics -> learning plan -> review/handoff) with an explicit ready_for_review validation checkpoint, but the error-recovery loop if review fails is under-specified, so it is not a full 5.

4 / 5

Progressive Disclosure

Short, well-organized body with two clearly signaled one-level references (../shared/operating-contract.md, ../shared/measurement-framework.md) and no nested bundle; appropriate for a simple skill under 50 lines.

5 / 5

Total

18

/

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, third-person description that clearly states the skill's purpose and provides rich, natural trigger terms scoped tightly to Amazon Ads. The only minor gap is that the action list ('Plan and review') could enumerate more concrete management actions.

DimensionReasoningScore

Specificity

Names the Amazon Ads domain and several concrete actions/guardrails ('Plan and review...with margin-aware ACoS, product, and search-term guardrails'), but is not fully comprehensive across all ads-management actions, so it stops below 5.

4 / 5

Completeness

Explicitly answers both what ('Plan and review Amazon Ads with margin-aware ACoS...') and when ('Use for Amazon advertising, Sponsored Products...') with concrete trigger phrases.

5 / 5

Trigger Term Quality

'Amazon advertising, Sponsored Products, Sponsored Brands, Sponsored Display, ASIN targeting, Amazon ACoS, or Amazon Ads performance exports' gives comprehensive natural-term coverage including synonyms a user would actually say.

5 / 5

Distinctiveness Conflict Risk

Tightly scoped to Amazon-specific triggers (Sponsored Products/Brands/Display, ACoS, ASIN targeting), giving a clear niche with minimal overlap against other skills.

5 / 5

Total

19

/

20

Passed

Validation

93%

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

Validation — 15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository
nowork-studio/notfair-plugin
Reviewed

Table of Contents

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