openai-whisper-api

Transcribe audio via OpenAI Audio Transcriptions API (Whisper).

2.27x

Quality

—

Does it follow best practices?

Impact

91%

2.27x

Average score across 3 eval scenarios

Securityby

Passed

No known issues

Quality

Content

100%

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

A tight, well-structured single-purpose skill: executable commands, real bundled script with validation, and no token waste. It fully meets the simple-skill bar across all dimensions.

Dimension	Reasoning	Score
Conciseness	Lean body with quick-start command, defaults, flags, and API-key config; no conceptual padding or unnecessary explanation of what Whisper is.	3 / 3
Actionability	Provides concrete, executable commands with real flags backed by an actual script with input validation, copy-paste ready.	3 / 3
Workflow Clarity	Single-action skill with an unambiguous command; the bundled script validates file existence and API key with clear error exits.	3 / 3
Progressive Disclosure	Under 50 lines with no external reference files needed, organized into clear sections; the referenced {baseDir}/scripts/transcribe.sh resolves to a real bundle file.	3 / 3
	Total	12 / 12 Passed

Description

72%

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 is concise and names a clear, distinctive niche with natural trigger terms, but it omits an explicit 'when to use' clause and lists only a single action, limiting completeness and specificity.

Suggestions

Add an explicit 'Use when...' clause, e.g. 'Use when transcribing speech from an audio file or when the user mentions audio transcription / Whisper.'

Expand the action list to cover concrete capabilities, e.g. 'Transcribe audio to text or JSON via OpenAI Whisper, optionally specifying language or a prompt hint.'

Dimension	Reasoning	Score
Specificity	Names a concrete action ('Transcribe audio') and mechanism ('OpenAI Audio Transcriptions API (Whisper)'), but lists a single action rather than multiple specific concrete actions as the score-3 anchor requires.	2 / 3
Completeness	Clearly states what the skill does but lacks any explicit 'Use when...' trigger clause; per the rubric this caps completeness at 2.	2 / 3
Trigger Term Quality	Includes natural terms a user would actually say ('Transcribe', 'audio', 'Whisper'), giving good coverage of the domain's trigger vocabulary.	3 / 3
Distinctiveness Conflict Risk	The named OpenAI Whisper API niche is specific and unlikely to trigger for unrelated skills.	3 / 3
	Total	10 / 12 Passed

Validation

81%

Warnings & errors only

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 13 / 16 Passed

Validation for skill structure

Criteria	Description	Result
metadata_version	'metadata.version' is missing	Warning
metadata_field	'metadata' should map string keys to string values	Warning
frontmatter_unknown_keys	Unknown frontmatter key(s) found; consider removing or moving to metadata	Warning

	Total	13 / 16 Passed

Repository: trpc-group/trpc-agent-go
Commit: 737835b

Reviewed: about 13 hours ago

Table of Contents

Discovery Implementation Validation

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