keyword-research

Find high-value SEO keywords: search volume, difficulty, intent classification, topic clusters. 关键词研究/内容选题

Quality

83%

Does it follow best practices?

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Securityby

Passed

No findings from the security scan

Quality

Content

85%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The body is well-structured with a clear phased workflow, concrete scoring guidance, and properly disclosed references. Its main weakness is conciseness, as it re-explains basic SEO concepts Claude already knows.

Suggestions

Trim general-knowledge explanations (e.g., the intent-category definitions and generic difficulty-factor descriptions) down to the skill-specific scoring logic and thresholds.

Replace narrative prose in phases like Discover and Variations with tighter bullet directives to reduce token overhead.

Dimension	Reasoning	Score
Conciseness	The body is mostly efficient with useful matrices and templates, but it explains general SEO concepts Claude already knows (intent definitions, generic difficulty-factor descriptions) and is padded in places that could be tightened.	2 / 3
Actionability	It provides concrete executable guidance: a real scoring formula (Opportunity = Volume × Intent Value / Difficulty) with numeric intent weights, filled-out templates, and a quality-bar table with specific worked examples.	3 / 3
Workflow Clarity	An explicit 8-phase sequence is announced per phase ("[Phase X/8: Name]") and is bracketed by Input and Output Validation Checklists, giving clear sequencing with validation checkpoints.	3 / 3
Progressive Disclosure	The SKILL.md is an overview that points to four real, one-level-deep reference files (all confirmed present in ./references/), clearly signaled in a 'Reference Materials' section with appropriate inline pointers.	3 / 3
	Total	11 / 12 Passed

Description

82%

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 specific and distinctive with good trigger-term coverage, but it omits an explicit 'Use when...' trigger clause, which limits completeness. Adding a trigger clause would raise the completeness dimension.

Suggestions

Append a 'Use when...' clause to the description, e.g. 'Use when starting keyword research for a new page, topic, or campaign, or when the user asks about search volume, keyword difficulty, or what to write about.'

Consider adding 'long-tail keywords' to the description's capability list since it is a core concept the skill emphasizes but is currently only in when_to_use.

Dimension	Reasoning	Score
Specificity	The description enumerates multiple concrete capabilities — "search volume, difficulty, intent classification, topic clusters" — directly matching the anchor that lists several specific actions.	3 / 3
Completeness	It clearly answers "what does this do" but contains no "Use when..." clause or equivalent trigger guidance in the description itself; per the rubric a missing explicit trigger clause caps completeness at 2.	2 / 3
Trigger Term Quality	It surfaces natural terms users say ("high-value SEO keywords", "search volume", "difficulty", "topic clusters") plus localized variants (关键词研究/内容选题), giving good coverage of phrasings a user would actually utter.	3 / 3
Distinctiveness Conflict Risk	The niche is clearly defined (SEO/GEO keyword research) with distinct terms, making it unlikely to trigger for unrelated skills.	3 / 3
	Total	11 / 12 Passed

Validation

87%

Warnings & errors only

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

Criteria	Description	Result
metadata_field	'metadata' should map string keys to string values	Warning
frontmatter_unknown_keys	Unknown frontmatter key(s) found; consider removing or moving to metadata	Warning

	Total	14 / 16 Passed

Repository: MODSetter/SurfSense
Path: .cursor/skills/keyword-research/SKILL.md
Commit: 3b319ce

Reviewed: about 14 hours ago

Table of Contents

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