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Audit, diagnose, and safely operate connected X Ads (Twitter Ads) accounts through the NotFair MCP. Use for X Ads performance, campaign or line-item analysis, spend, conversions, targeting, promoted posts, audiences, budgets, bids, creative, campaign setup, or approved X Ads changes.

72

Quality

90%

Does it follow best practices?

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SecuritybySnyk

Medium

Suggest reviewing before use

SKILL.md
Quality
Evals
Security

Quality

Content

81%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.

The body is a tight, actionable operating contract with strong workflow sequencing and explicit validation/feedback loops for destructive ad-spend changes; progressive disclosure is good but references are inline rather than navigational.

Suggestions

Tighten or remove soft filler like 'Choose available read capabilities and batch related data when useful' to push conciseness toward the 5 anchor.

Move the shared/docs references into a short 'References' or 'Prerequisites' section with labeled links (e.g., 'Operating contract: ../shared/operating-contract.md') to strengthen navigation and progressive disclosure.

Add one concrete example of a safe write flow (e.g., a pause/enable or budget-change call with its dry-run preview and before/after confirmation) to lift actionability toward copy-paste-ready specificity.

DimensionReasoningScore

Conciseness

Lean and respectful of Claude's competence with no concept-padding; a few sentences such as 'Choose available read capabilities and batch related data when useful' could be tightened further, keeping it just below the 5 anchor.

4 / 5

Actionability

As an instruction-only skill driving a live MCP connector, executable code is not expected, and the guidance is concrete and specific (divide *_local_micro by 1,000,000, resolve targeting names to IDs before applying, create paused then verify); minor gaps in fully copy-paste-ready specificity keep it at 4.

4 / 5

Workflow Clarity

A clearly sequenced Establish scope -> Diagnose -> Execute flow with explicit validation checkpoints and feedback loops (harmless read first, dry-run previews, verify before activation, confirm resulting state after mutation, report partial failures), satisfying the destructive-operation validation requirement.

5 / 5

Progressive Disclosure

No bundle files exist, and the three external references (shared operating-contract, measurement-framework, docs/mcp-connection) are one level deep and clearly signaled with markdown links in a well-sectioned body; references sit inline at the top rather than in a dedicated navigation section, a minor organization gap from the 5 anchor.

4 / 5

Total

17

/

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.

The description is exemplary: concise, concrete, and comprehensive, with a clear what/when structure, natural trigger terms including synonyms, and a distinct niche that minimizes conflict risk.

DimensionReasoningScore

Specificity

Lists multiple concrete actions (audit, diagnose, operate, campaign/line-item analysis, spend, conversions, targeting, promoted posts, audiences, budgets, bids, creative, campaign setup) with comprehensive coverage; third-person voice is used correctly with no first/second person.

5 / 5

Completeness

Explicitly answers both 'what' (audit, diagnose, and safely operate X Ads accounts through the NotFair MCP) and 'when' (a 'Use for X Ads...' clause with concrete trigger phrases).

5 / 5

Trigger Term Quality

Comprehensive coverage of natural terms users would say (performance, spend, conversions, targeting, budgets, bids, creative, campaign setup) plus the X Ads / Twitter Ads synonym pair.

5 / 5

Distinctiveness Conflict Risk

Carves a clear niche (X Ads accounts via the NotFair MCP) with distinct triggers and minimal overlap risk with other skills.

5 / 5

Total

20

/

20

Passed

Validation

87%

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

Validation — 14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

relative_links

Relative link issues: 1 suspicious

Warning

Total

14

/

16

Passed

Repository
nowork-studio/notfair-plugin
Reviewed

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