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firecrawl-performance-tuning

Optimize Firecrawl scraping performance with caching, batch scraping, and format selection. Use when experiencing slow scrapes, optimizing credit usage per page, or building high-throughput scraping pipelines. Trigger with phrases like "firecrawl performance", "optimize firecrawl", "firecrawl latency", "firecrawl caching", "firecrawl slow", "firecrawl batch".

78

Quality

100%

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

100%Weight 40%Scale 1-3

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

A well-structured, action-oriented skill body: executable TypeScript examples in a clear six-step sequence, supported by benchmark and error-handling tables and concise validation checkpoints. It is token-efficient and appropriately scoped with no padded explanations.

DimensionReasoningScore

Conciseness

The body is lean — a benchmarks table, six tight commented code steps, and short reference tables — assuming Claude's competence and avoiding concept explanations; every section earns its place.

3 / 3

Actionability

Every step provides fully executable, copy-paste TypeScript using the real FirecrawlApp API with concrete options, plus actionable latency and error-handling tables — no pseudocode.

3 / 3

Workflow Clarity

Steps 1–6 are explicitly sequenced, Step 3 gates caching on result.success, Step 6 provides a measurement checkpoint, and the Error Handling table gives issue→cause→solution recovery guidance, meeting the validation/feedback-loop anchor.

3 / 3

Progressive Disclosure

The self-contained skill (~190 lines, no bundle files) is well-organized into clear sections with one-level-deep external links in Resources and a single Next Steps pointer, satisfying the simple-skill allowance.

3 / 3

Total

12

/

12

Passed

Description

100%Weight 40%Scale 1-3

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong, third-person description that states concrete capabilities, gives an explicit Use-when clause, and lists natural trigger phrases. It is concise without fluff and well-scoped to the Firecrawl performance niche.

DimensionReasoningScore

Specificity

Names three concrete levers — "caching, batch scraping, and format selection" — listing multiple specific actions rather than vague language, matching the 'multiple specific concrete actions' anchor.

3 / 3

Completeness

Explicitly answers what ("Optimize Firecrawl scraping performance with caching, batch scraping, and format selection") and when ("Use when experiencing slow scrapes, optimizing credit usage per page, or building high-throughput scraping pipelines"), with explicit triggers.

3 / 3

Trigger Term Quality

Provides a rich set of natural trigger phrases ("firecrawl performance", "optimize firecrawl", "firecrawl latency", "firecrawl caching", "firecrawl slow", "firecrawl batch") that a user would plausibly say, with good coverage of variations.

3 / 3

Distinctiveness Conflict Risk

The niche (Firecrawl scraping performance) is narrow and all triggers are Firecrawl-prefixed, making it clearly distinguishable and unlikely to fire for unrelated skills.

3 / 3

Total

12

/

12

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.

Validation14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

allowed_tools_field

'allowed-tools' contains unusual tool name(s)

Warning

frontmatter_unknown_keys

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

Warning

Total

14

/

16

Passed

Repository
jeremylongshore/claude-code-plugins-plus-skills
Reviewed

Table of Contents

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