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deepgram-core-workflow-b

Implement real-time streaming transcription with Deepgram WebSocket. Use when building live transcription, voice interfaces, real-time captioning, or voice AI applications. Trigger: "deepgram streaming", "real-time transcription", "live transcription", "websocket transcription", "voice streaming", "deepgram live".

72

Quality

Does it follow best practices?

Impact

No eval scenarios have been run

SecuritybySnyk

Passed

No known issues

SKILL.md
Quality
Evals
Security

Quality

Content

92%

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

A highly actionable, concise, well-sequenced code skill; its main gap is progressive disclosure — an existing reference file is not linked from SKILL.md and overlapping content stays inline.

Suggestions

Link references/streaming-implementation.md from the body (e.g., a '## Implementation details' pointer) so the bundle file is discoverable and signaled.

Move the duplicated deeper material (full WebSocket setup, mic capture, diarization manager, SSE endpoint) into the reference file and keep SKILL.md as a concise overview, leaving the reference one level deep.

Reconcile the divergence between the body (nova-3, language 'en') and the reference file (nova-2, language 'en-US') so the signaled reference does not contradict the main instructions.

DimensionReasoningScore

Conciseness

The body is mostly lean executable code with purposeful inline comments and minimal prose; it does not explain concepts Claude already knows, so every token earns its place.

3 / 3

Actionability

Each of the six steps provides complete, copy-paste-ready TypeScript with real SDK calls and specific parameters, fully executable rather than pseudocode.

3 / 3

Workflow Clarity

Steps are clearly numbered and build logically, with graceful-shutdown handling and an Error Handling table providing recovery guidance; the additive feature-building task does not require destructive-operation validation checkpoints.

3 / 3

Progressive Disclosure

A bundle file references/streaming-implementation.md exists but is never signaled or linked from the body, and content that overlaps it (WebSocket setup, mic capture, diarization, SSE) is kept inline, fitting the 'references present but not clearly signaled; content that should be separate is inline' anchor.

2 / 3

Total

11

/

12

Passed

Description

90%

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 description with explicit 'Use when' triggers and good natural keyword coverage; its only weakness is naming a single capability rather than enumerating several concrete actions.

DimensionReasoningScore

Specificity

The description names the domain and a single action — "Implement real-time streaming transcription with Deepgram WebSocket" — but does not list multiple concrete capabilities, so it sits at the 'names domain and some actions, not comprehensive' anchor rather than the multi-action level 3.

2 / 3

Completeness

It explicitly answers both 'what' (implement real-time streaming transcription with Deepgram WebSocket) and 'when' ("Use when building live transcription, voice interfaces, real-time captioning, or voice AI applications"), matching the explicit-trigger anchor.

3 / 3

Trigger Term Quality

It lists natural terms a user would say — "deepgram streaming", "real-time transcription", "live transcription", "websocket transcription", "voice streaming", "deepgram live" — giving good coverage of common variations.

3 / 3

Distinctiveness Conflict Risk

The Deepgram-specific WebSocket streaming niche with Deepgram-named triggers is clearly distinguishable and unlikely to fire for unrelated skills.

3 / 3

Total

11

/

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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