muapi-platform

Setup and utility scripts for muapi.ai — configure API keys, test connectivity, and poll for async generation results

Quality

83%

Does it follow best practices?

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Securityby

High

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Quality

Content

100%

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, executable quick-start that assumes competence and provides copy-paste commands, with clean organization suited to a simple single-purpose scripting skill. It is already strong across all content dimensions.

Dimension	Reasoning	Score
Conciseness	The body is lean — a compact script table, direct copy-paste commands, and a single requirement — with no concept explanation or padding, so every token earns its place.	3 / 3
Actionability	Commands are concrete and executable (e.g., 'bash setup.sh --add-key "YOUR_MUAPI_KEY"' and 'bash check-result.sh --id "your-request-id" --once'), making them copy-paste ready rather than pseudocode.	3 / 3
Workflow Clarity	This is a simple single-purpose scripting skill where each invocation is unambiguous; the scoring note permits a 3 when the single action is clear and no destructive or batch operations require validation checkpoints.	3 / 3
Progressive Disclosure	At under 50 lines with no need for external references, the well-organized sections (Available Scripts, Quick Start, Requirements) meet the simple-skill standard; no bundle files exist to verify against.	3 / 3
	Total	12 / 12 Passed

Description

67%

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 specific and clearly scoped to the muapi.ai platform with concrete actions, but it lacks an explicit 'Use when...' trigger clause and its keyword coverage is somewhat technical. Adding a usage trigger and broader natural terms would raise completeness and trigger quality.

Suggestions

Add an explicit 'Use when...' clause (e.g., 'Use when configuring or testing muapi.ai API access, or when waiting on async generation results') to lift completeness to 3.

Broaden trigger terms with more natural phrasing such as 'muapi', 'API key setup', or 'polling generation results' to improve trigger_term_quality.

Keep the concise concrete-action list, which already scores well on specificity and distinctiveness.

Dimension	Reasoning	Score
Specificity	Lists multiple concrete actions — 'configure API keys', 'test connectivity', and 'poll for async generation results' — matching the multi-action score-3 anchor rather than the single-action or vague anchors.	3 / 3
Completeness	Clearly states what the skill does but provides no 'Use when...' trigger clause; per the judging guidelines, a missing explicit trigger clause caps completeness at 2.	2 / 3
Trigger Term Quality	Contains relevant terms like 'API keys', 'connectivity', and 'async generation results', but coverage is fairly technical and lacks common natural variations a user would say, so it does not reach the broad score-3 anchor.	2 / 3
Distinctiveness Conflict Risk	Scoped specifically to 'muapi.ai' with distinct actions, giving it a clear niche unlikely to trigger for the wrong skill.	3 / 3
	Total	10 / 12 Passed

Validation

93%

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 — 15 / 16 Passed

Validation for skill structure

Criteria	Description	Result
frontmatter_unknown_keys	Unknown frontmatter key(s) found; consider removing or moving to metadata	Warning

	Total	15 / 16 Passed

Repository: SamurAIGPT/Generative-Media-Skills
Path: core/platform/SKILL.md
Commit: 71242e2

Reviewed: about 21 hours ago

Table of Contents

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