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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.

66

Quality

80%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

Low

Low-risk findings worth noting

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tessl review fix ./extensions/firecrawl/skills/seo-firecrawl/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

68%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, actionable command reference with concrete parameters and error handling. Its main weakness is workflow clarity: batch crawl operations that spend credits lack explicit validation checkpoints and feedback loops.

Suggestions

Add an explicit validation/feedback loop to the audit orchestration workflow — e.g., verify the map returned expected page counts before crawling, and re-run on failures — so batch operations that consume credits have a checkpoint.

De-duplicate the crawl usage patterns and the Cross-Skill Integration section, which repeat the map-then-crawl-then-feed-agents flow; consolidate into one canonical sequence and reference it.

Replace the numbered pseudo-step orchestration with a concrete, copy-paste-ready sequence of MCP tool calls (with example arguments) to lift actionability from 4 toward 5.

DimensionReasoningScore

Conciseness

The body is an efficient reference of tables, parameters, and usage patterns without over-explaining concepts Claude already knows; minor redundancy between the crawl orchestration example and the Cross-Skill Integration section keeps it just below a 5.

4 / 5

Actionability

Concrete MCP tool names, parameters with defaults/types, slash commands, and an error/resolution table give mostly executable guidance; the orchestration examples are numbered pseudo-steps rather than literal copy-paste tool calls, a minor gap versus a 5.

4 / 5

Workflow Clarity

Multi-step sequences are present (audit orchestration 1-4, cross-skill integration 1-5) but the batch crawl operations that consume paid credits lack an explicit validate-then-fix-then-retry feedback loop, capping this dimension at 3 per the batch-operation guideline.

3 / 5

Progressive Disclosure

No bundle files exist and the skill is a single self-contained file with well-organized sections (Quick Reference, Commands, Cross-Skill, Error Handling); structure is good with only minor organization gaps, though some reference material could arguably be split out.

4 / 5

Total

15

/

20

Passed

Description

91%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 strong: it explicitly states capabilities and gives an explicit, trigger-rich "Use when" clause in third person. Minor gaps in action breadth and slight overlap with generic web-fetching keep specificity and distinctiveness at 4 rather than 5.

DimensionReasoningScore

Specificity

Names three concrete actions — "Full-site crawling, scraping, and site mapping via Firecrawl MCP" — matching the anchor that lists several specific actions with minor gaps; it stops short of the comprehensive 4+ action coverage of a 5.

4 / 5

Completeness

Clearly answers both what (crawling/scraping/site mapping via Firecrawl MCP) and when (explicit "Use when user says..." clause with concrete trigger phrases), matching the top anchor exactly.

5 / 5

Trigger Term Quality

Comprehensive natural trigger phrases ("crawl site", "map site", "full crawl", "find all pages", "broken links", "site structure", "discover pages", "JS rendering") including multiple synonyms a user would naturally say, matching the comprehensive-coverage anchor.

5 / 5

Distinctiveness Conflict Risk

The Firecrawl MCP niche and crawl-specific triggers are mostly distinct, but "scraping" and "find all pages" carry minor overlap risk with general web-fetch skills (WebFetch, fetch_page.py referenced in the body), so it sits just below a 5.

4 / 5

Total

18

/

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

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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