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seo-firecrawl

Full-site crawling, scraping, and site mapping via Firecrawl MCP. Use when user says "crawl site", "map site", "full crawl", "find all pages", "broken links", "site structure", "discover pages", "JS rendering", or needs site-wide analysis.

72

Quality

88%

Does it follow best practices?

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SecuritybySnyk

Critical

Do not install without reviewing

SKILL.md
Quality
Evals
Security

Quality

Content

77%

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 dense, actionable reference with concrete tool/parameter specs, a clear orchestration workflow, and an availability check plus error-recovery table. Its main weaknesses are volume (extensive per-command usage-pattern lists) and a monolithic single-file structure with no progressive disclosure into reference files.

Suggestions

Trim the per-command 'SEO Usage Patterns' lists (currently 5 each) to the 2-3 highest-value patterns, or move the full lists into a references file linked from a concise overview, to improve conciseness.

Split the detailed parameter references and Cross-Skill Integration detail into separate reference files (e.g. references/commands.md, references/integration.md) and leave SKILL.md as an overview with one-level-deep links, raising progressive_disclosure.

The 'Example orchestration for /seo audit' is currently numbered pseudocode; consider showing it as concrete MCP tool-call invocations to maximize actionability consistency.

DimensionReasoningScore

Conciseness

The body avoids explaining concepts Claude already knows and stays reference-oriented, but at ~200 lines it is voluminous -- e.g. 5 SEO usage patterns per command (20 total) and a Cross-Skill Integration section that restates some material -- so it 'could be tightened' rather than earning the score-3 'every token earns its place' anchor.

2 / 3

Actionability

Each command names its MCP tool and lists concrete parameters with types, defaults, and limits, plus a command table, an orchestration example, and a copy-ready error-resolution table, matching the 'fully executable commands; specific examples' anchor rather than score 2's incomplete/pseudocode level.

3 / 3

Workflow Clarity

Sequences the /seo audit orchestration in clear numbered steps, opens with an explicit availability-validation checkpoint ('verify the MCP server is connected'), and pairs an error table with a graceful-fallback recovery path, matching the 'clear sequence with explicit validation steps; feedback loops' anchor; crawling is read-only so the destructive-cap does not apply.

3 / 3

Progressive Disclosure

Sections are well-organized (Quick Reference overview, per-command detail, Cross-Skill, Error Handling), but at ~200 lines all reference material is inline in one file with no bundle files split out, fitting the 'content that should be separate is inline' anchor; the under-50-line leniency does not apply here.

2 / 3

Total

10

/

12

Passed

Description

100%

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 concise, third-person, and tightly scoped to Firecrawl-based site crawling, with explicit capability verbs and a generous list of natural trigger phrases. It cleanly answers both what the skill does and when to invoke it.

DimensionReasoningScore

Specificity

Lists three concrete actions ('Full-site crawling, scraping, and site mapping') via a named tool (Firecrawl MCP), matching the 'multiple specific concrete actions' anchor rather than the score-2 'some actions' anchor.

3 / 3

Completeness

Explicitly answers what ('Full-site crawling, scraping, and site mapping via Firecrawl MCP') and when ('Use when user says ...'), matching the 'both what AND when with explicit triggers' anchor; not score 2 because the 'when' is explicit, not implied.

3 / 3

Trigger Term Quality

Provides broad coverage of natural phrases a user would say ('crawl site', 'map site', 'full crawl', 'find all pages', 'broken links', 'site structure', 'discover pages', 'JS rendering'), matching the 'good coverage of natural terms' anchor rather than score 2's 'missing common variations'.

3 / 3

Distinctiveness Conflict Risk

Firecrawl-scoped site-wide crawling is a clear niche with distinct triggers unlikely to collide with general fetch/WebFetch skills, matching the 'clear niche with distinct triggers' anchor rather than score 2's overlap risk.

3 / 3

Total

12

/

12

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

frontmatter_unknown_keys

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

Warning

Total

15

/

16

Passed

Repository
AgriciDaniel/claude-seo
Reviewed

Table of Contents

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