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groq-sdk-patterns

Apply production-ready Groq SDK patterns for TypeScript and Python. Use when implementing Groq integrations, refactoring SDK usage, or establishing team coding standards for Groq. Trigger with phrases like "groq SDK patterns", "groq best practices", "groq code patterns", "idiomatic groq".

78

Quality

100%

Does it follow best practices?

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SecuritybySnyk

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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.

The body exemplifies progressive disclosure: a concise overview mapping each pattern to a one-line summary and a copy-paste skeleton, with complete implementations and the OpenAI-vs-Groq comparison cleanly offloaded to one-level-deep references. It is actionable, well-sequenced, and free of filler.

DimensionReasoningScore

Conciseness

The body is a lean fast-map of one-line step summaries plus a single essential skeleton, adding Groq-specific knowledge (rate limits, queue_time metadata) rather than restating basics Claude already knows.

3 / 3

Actionability

Provides a copy-paste-ready singleton skeleton, concrete executable examples for completion/streaming/Python, and specific status-code error guidance with full implementations one level deep in references.

3 / 3

Workflow Clarity

The seven numbered steps form a clear layered build-up (client → wrapper → streaming → errors → retry → Python → multi-tenant), and safeComplete/withRetry supply explicit error-recovery feedback loops for API operations.

3 / 3

Progressive Disclosure

SKILL.md is an overview pointing to three well-signaled, one-level-deep reference files (verified to exist and not nest further), with full implementations appropriately split out and easy step-indexed navigation.

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 pairs a concrete capability statement with an explicit 'Use when' trigger and natural keyword variations. It cleanly answers what the skill does and when to use it without padding.

DimensionReasoningScore

Specificity

Names multiple concrete actions — 'implementing Groq integrations, refactoring SDK usage, or establishing team coding standards' — beyond a single vague domain, matching the anchor for listing several specific actions.

3 / 3

Completeness

Explicitly answers both 'what' ('Apply production-ready Groq SDK patterns for TypeScript and Python') and 'when' with an explicit 'Use when' trigger clause, satisfying the top anchor.

3 / 3

Trigger Term Quality

Provides natural phrases a user would actually say — 'groq SDK patterns', 'groq best practices', 'groq code patterns', 'idiomatic groq' — giving good coverage of common variations.

3 / 3

Distinctiveness Conflict Risk

The Groq-specific niche and Groq-scoped trigger phrases make 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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