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ai-content

Use when auditing metadata, crawlability, structured data, or indexability related to Audit and refine AI-generated content. Verify the rendered HTML and HTTP response rather than relying only on source files.

58

Quality

68%

Does it follow best practices?

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SecuritybySnyk

Passed

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Fix and improve this skill with Tessl

tessl review fix ./skills/ai-content/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

65%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 well-structured, concise overview that appropriately delegates detail to references/rule.md, but the in-body guidance is high-level and lacks concrete evaluation criteria or validation steps for the audit workflow.

Suggestions

Add concrete evaluation criteria or a short checklist for 'unique value' (e.g. signals to look for, anti-patterns like rewritten top-ranking articles) so the Check step is actionable rather than subjective.

Include a verification/feedback step in the Code Review section (e.g. how to confirm the flagged route's rendered output vs. source) to add a validation checkpoint.

Trim the opening background sentence and the 'Explain' section, which restate SEO common knowledge Claude already has.

DimensionReasoningScore

Conciseness

The body is lean with tight Check/Fix/Code Review sections and no library tutorials, but the opening 'Search engines prioritize helpful, reliable, people-first content...' and the redundant 'Explain' section restate general knowledge Claude already has.

4 / 5

Actionability

Provides some concrete direction ('Rewrite AI-generated sections to include original research, personal experiences, and a unique brand voice', 'Flag exact routes or templates'), but lacks specific criteria, checklists, or examples for judging 'unique value', so guidance stays high-level.

3 / 5

Workflow Clarity

A rough Check -> Fix -> Explain -> Code Review sequence is present, but there are no validation checkpoints or feedback loops and the ordering/dependencies between sections are implicit.

3 / 5

Progressive Disclosure

A concise overview with well-organized sections and a single clearly-signaled one-level-deep reference ('see references/rule.md', which exists in the bundle), giving easy navigation with no nested references.

5 / 5

Total

15

/

20

Passed

Description

71%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 has an explicit 'Use when...' trigger and several concrete audit actions, but its phrasing is garbled and conflates general SEO auditing with the AI-content rule, weakening clarity and distinctiveness.

Suggestions

Rewrite the description so the trigger cleanly names the AI-content niche (e.g. 'Use when reviewing AI-generated or AI-assisted content for SEO quality') instead of mixing in generic metadata/crawlability/indexability terms.

Lead with a concrete 'what' verb phrase ('Audits and refines AI-generated content for accuracy, originality, and E-E-A-T signals') before the 'Use when' clause.

Add natural user-facing synonyms (e.g. 'AI content', 'helpful content', 'people-first content') to improve trigger-term coverage and distinctiveness.

DimensionReasoningScore

Specificity

Lists several concrete actions ('auditing metadata, crawlability, structured data, or indexability', 'Verify the rendered HTML and HTTP response rather than relying only on source files'), though phrasing is muddled and coverage is generic-SEO rather than comprehensive for the AI-content topic.

4 / 5

Completeness

Explicitly answers both what (auditing/verifying actions) and when ('Use when auditing...'), but the when-clause is circular and conflates the AI-content rule with generic SEO auditing, keeping it below a clean 5.

4 / 5

Trigger Term Quality

Good coverage of natural SEO-audit terms ('metadata', 'crawlability', 'structured data', 'indexability', 'rendered HTML', 'HTTP response') that practitioners would say, with a few common variations missing.

4 / 5

Distinctiveness Conflict Risk

The trigger terms (metadata, crawlability, structured data, indexability) are broad general-SEO concerns that overlap with other SEO skills, and the AI-content niche is buried in awkward phrasing rather than defining a distinct trigger.

3 / 5

Total

15

/

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.

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

metadata_version

'metadata.version' is missing

Warning

Total

15

/

16

Passed

Repository
thedaviddias/Front-End-Checklist
Reviewed

Table of Contents

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