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paid-ads-chatgpt

Plan and review ChatGPT Ads experiments without assuming ad inventory, account access, or platform capabilities. Use for ChatGPT advertising, OpenAI ads, conversational ad concepts, ChatGPT campaign plans, or performance reviews from a verified export.

66

Quality

80%

Does it follow best practices?

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SecuritybySnyk

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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 concise, actionable planning skill with a clear design-then-verify workflow and explicit guardrails against fabrication. Its main weakness is that the shared references it instructs Claude to read do not exist in the bundle, which hurts navigability.

Suggestions

Resolve or inline the missing ../shared/operating-contract.md and ../shared/measurement-framework.md references so the "Read" instruction at the top does not point at non-existent files.

Add one concrete worked example of a ready_for_review brief to lift actionability from a checklist to copy-paste-ready guidance.

Make the verify-then-fix loop explicit (e.g., 'if the export exposes no delivery data, revise the brief to state the missing access and re-present') to tighten workflow clarity.

DimensionReasoningScore

Conciseness

The body is lean and directive with no padding or restating of concepts Claude already knows; every sentence instructs, so it matches the lean/efficient anchor.

5 / 5

Actionability

It gives a concrete checklist of required brief elements (hypothesis, guardrail, stop condition, attribution caveat, etc.) and explicit prohibitions, though it lacks a worked example of a complete ready_for_review brief.

4 / 5

Workflow Clarity

A clear two-phase sequence (design a bounded experiment, then verify externally) with checkpoints (human policy/eligibility check, stop condition, guardrail) is present, though the validate-fix-retry loop is implicit rather than spelled out.

4 / 5

Progressive Disclosure

The body is short and well-sectioned and points to two one-level-deep shared files, but those references (../shared/operating-contract.md, ../shared/measurement-framework.md) do not resolve within the bundle, impairing navigation.

3 / 5

Total

16

/

20

Passed

Description

82%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 tight, well-structured description that clearly states its niche, lists explicit trigger terms, and avoids over-claims. It is slightly thin on the breadth of distinct concrete actions, which keeps specificity at the midpoint.

DimensionReasoningScore

Specificity

It names the ChatGPT Ads domain and two concrete actions ("Plan and review ChatGPT Ads experiments") but does not enumerate a comprehensive set of distinct actions, so it matches the 1-2-action anchor rather than several.

3 / 5

Completeness

It explicitly answers both "what" (plan and review ChatGPT Ads experiments) and "when" via concrete "Use for" trigger phrases, matching the anchor that requires both with explicit triggers.

5 / 5

Trigger Term Quality

The "Use for" clause surfaces good coverage with synonyms ("ChatGPT advertising, OpenAI ads, conversational ad concepts, ChatGPT campaign plans, or performance reviews"), though a few natural phrasings are missing.

4 / 5

Distinctiveness Conflict Risk

The ChatGPT Ads niche is specific with distinct triggers ("ChatGPT advertising, OpenAI ads") and minimal overlap with other skills, fitting the clear-niche anchor.

5 / 5

Total

17

/

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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