CtrlK
BlogDocsLog inGet started
Tessl Logo

deepgram-hello-world

Create a minimal working Deepgram transcription example. Use when starting a new Deepgram integration, testing your setup, or learning basic Deepgram API patterns. Trigger: "deepgram hello world", "deepgram example", "deepgram quick start", "simple transcription", "transcribe audio".

68

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

80%

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 tight, highly actionable quickstart with executable TypeScript and Python examples and useful reference tables. Its weaknesses are the absence of explicit validation feedback loops in the workflow and an orphaned bundle reference that is never linked from the main content.

Suggestions

Link `references/extended-examples.md` from the body (e.g., a "More examples" pointer) and move the duplicated extended examples out of the main SKILL.md so the bundle is discoverable and one level deep.

Add an explicit validate-and-retry checkpoint after transcription (e.g., check the API response/error, retry on transient failures, then surface the transcript) to strengthen the workflow's feedback loop.

Collapse the redundant URL/file transcription duplication between the TypeScript and Python sections (or delegate one to the reference file) to tighten token efficiency.

DimensionReasoningScore

Conciseness

The body is lean: short overview, brief prerequisites, code with terse useful comments, and compact tables, assuming Claude's competence without explaining basic transcription concepts. It is not the level below because it avoids padded explanations and every section earns its place, with only minor justified cross-language duplication.

3 / 3

Actionability

Provides fully executable TypeScript and Python code using real SDK calls, a real sample audio URL, real env-var usage, concrete run commands, a model-selection table, and an error-to-solution table — copy-paste ready. It is not below 3 because all guidance is concrete and complete rather than pseudocode or abstract.

3 / 3

Workflow Clarity

Steps 1–6 are clearly sequenced and code includes an inline `if (error) throw error` check, but there is no explicit validate-then-retry checkpoint loop in the workflow. It is not 3 because the rubric's top anchor requires explicit validation steps and feedback loops, which are absent here.

2 / 3

Progressive Disclosure

Sections are well organized and "Next Steps" points to sibling skills, but the existing bundle file `references/extended-examples.md` is never linked or signaled from the body, and overlapping extended examples are inlined instead of split out. It is not 3 because the one-level-deep reference is not clearly signaled, and not 1 because the body itself is well structured rather than a monolithic wall of text.

2 / 3

Total

10

/

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.

The description clearly conveys purpose and trigger conditions with strong, natural trigger terms and a distinct Deepgram niche. Its only weakness is that it names a single action rather than a broader list of concrete capabilities.

DimensionReasoningScore

Specificity

Names the Deepgram transcription domain and one concrete action ("Create a minimal working Deepgram transcription example") but does not enumerate multiple specific actions like the score-3 anchor; the imperative "Create" voice is borderline second-person rather than strict third person.

2 / 3

Completeness

Explicitly states what it does ("Create a minimal working Deepgram transcription example") and when to use it ("Use when starting a new Deepgram integration, testing your setup, or learning basic Deepgram API patterns") with explicit triggers.

3 / 3

Trigger Term Quality

Includes a dedicated Trigger list with natural phrases a user would say ("deepgram hello world", "deepgram example", "simple transcription", "transcribe audio"), giving good coverage.

3 / 3

Distinctiveness Conflict Risk

Scoped tightly to Deepgram with Deepgram-keyworded triggers, making it unlikely to fire for or conflict with 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

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.