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groq-core-workflow-a

Execute Groq's primary workflow: chat completions with tool use and JSON mode. Use when implementing chat interfaces, function calling, structured output, or building AI features with Groq's fast inference. Trigger with phrases like "groq chat completion", "groq tool use", "groq function calling", "groq JSON mode".

68

Quality

83%

Does it follow best practices?

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SecuritybySnyk

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SKILL.md
Quality
Evals
Security

Quality

Content

78%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.

Well-structured content that keeps the SKILL.md body lean while pushing full implementations into one-level-deep reference files. The main improvement opportunity is trimming the少量 marketing language and folding a second executable skeleton inline.

Suggestions

Remove or tighten the 'Groq's LPU delivers sub-200ms time-to-first-token, making these patterns viable for real-time user-facing features' sentence; it is marketing context Claude does not need to execute the workflow.

Consider inlining a minimal tool-use or JSON-mode skeleton alongside the chat skeleton so the most common patterns are actionable without opening a reference file.

DimensionReasoningScore

Conciseness

The body is mostly efficient and assumes Claude's competence, with only minor trim opportunities such as the marketing-flavored 'sub-200ms time-to-first-token...viable for real-time user-facing features' line.

4 / 5

Actionability

Provides a copy-paste-ready chat skeleton and concrete API field names (response_format, tool_choice, strict: true), with the bulk of full examples correctly deferred to references rather than inlined.

4 / 5

Workflow Clarity

Five numbered patterns are sequenced with an explicit 'read the target file, then Write or Edit the integration code' instruction; this is an integration-pattern skill rather than a destructive/batch operation, so the missing-validation cap does not apply.

4 / 5

Progressive Disclosure

A lean overview body points via clearly signaled one-level-deep links to the real references/examples.md and references/implementation.md files, with content appropriately split and easy to navigate.

5 / 5

Total

17

/

20

Passed

Description

87%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.

A strong, third-person description that explicitly covers both capability and trigger conditions with concrete phrases. Minor specificity gaps (structured outputs, multi-turn) keep it just below a perfect specificity score.

DimensionReasoningScore

Specificity

Names the Groq domain and several concrete actions ('chat completions with tool use and JSON mode'), but omits structured outputs and multi-turn patterns covered in the body, leaving minor coverage gaps.

4 / 5

Completeness

Clearly states what it does ('Execute Groq's primary workflow...') and when to use it ('Use when implementing chat interfaces, function calling...') with concrete trigger phrases, matching the top anchor.

5 / 5

Trigger Term Quality

Explicit trigger phrases ('groq chat completion', 'groq tool use', 'groq function calling', 'groq JSON mode') plus a 'Use when' clause give good natural-keyword coverage with synonyms, though a few common variations are absent.

4 / 5

Distinctiveness Conflict Risk

The Groq-specific niche and distinct trigger phrases make it unlikely to fire for unrelated skills, with minimal overlap risk.

5 / 5

Total

18

/

20

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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