fal-generate

Generate images and videos using fal.ai AI models

Quality

24%

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Passed

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Quality

Content

7%Scale 1-5

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

This skill is essentially a placeholder with no actionable content. It repeats the same vague description three times and provides no code, commands, examples, model names, API patterns, or workflow steps. The only reference is an external GitHub link, making this skill useless as standalone guidance for Claude.

Suggestions

Add concrete, executable code examples showing how to call fal.ai APIs for image and video generation, including authentication, model selection, and request/response handling.

Define a clear workflow: e.g., 1) Set up API key, 2) Choose model, 3) Submit generation request, 4) Poll/wait for result, 5) Download output — with validation at each step.

Remove the redundant 'When to Use' and 'Instructions' boilerplate sections that just restate the overview, and replace them with actual technical content.

Include specific fal.ai model identifiers (e.g., fal-ai/flux, fal-ai/fast-sdxl) and example API calls with expected input/output formats.

Dimension	Reasoning	Score
Conciseness	The content is padded with repetitive boilerplate — the overview, 'when to use', and 'instructions' sections all say essentially the same thing. However, it's short enough that it's not extensively verbose, just wastefully redundant.	2 / 5
Actionability	There is zero concrete guidance — no code, no commands, no API endpoints, no examples, no model names. It only describes the skill's purpose and links to an external repository without providing any executable instructions.	1 / 5
Workflow Clarity	No steps, no sequence, no workflow of any kind is provided. There is nothing to follow — just a vague description and an external link.	1 / 5
Progressive Disclosure	There are no bundle files, no referenced supporting documents, and the only link is to an external GitHub repository. The skill provides no structured content to disclose progressively, and the external link effectively defers all content elsewhere.	1 / 5
	Total	5 / 20 Passed

Description

41%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.

The description is concise but too minimal. It identifies the domain and platform but lacks specific capabilities, natural trigger terms users would say, and any 'Use when...' guidance. The mention of 'fal.ai' provides some distinctiveness but is insufficient to reliably differentiate this skill from other image/video generation skills.

Suggestions

Add a 'Use when...' clause with natural trigger phrases like 'Use when the user asks to create, generate, or produce images or videos using AI, mentions fal.ai, or requests text-to-image/text-to-video generation.'

List more specific capabilities such as 'text-to-image generation, text-to-video generation, image-to-video, style transfer' to improve specificity and trigger term coverage.

Include common synonyms and natural user phrases like 'AI art', 'create an image', 'make a video', 'AI-generated' to improve trigger term quality.

Dimension	Reasoning	Score
Specificity	Names the domain (image and video generation) and the platform (fal.ai), but only lists two broad actions ('generate images and videos') without detailing specific capabilities like style transfer, inpainting, upscaling, or model selection.	3 / 5
Completeness	Provides a basic 'what' (generate images and videos using fal.ai) but has no 'when' clause or trigger guidance. Per rubric guidelines, a missing 'Use when...' clause caps completeness at 3, and the 'what' itself is fairly thin, placing this at a 2.	2 / 5
Trigger Term Quality	Includes relevant keywords like 'images', 'videos', and 'fal.ai', but misses natural user phrases like 'create an image', 'AI art', 'text-to-image', 'generate a video', or 'AI generation'. Users may not mention 'fal.ai' by name.	3 / 5
Distinctiveness Conflict Risk	Mentioning 'fal.ai' adds some distinctiveness from other image/video generation skills, but 'generate images and videos' is broad enough to overlap with any other AI image or video generation tool skill.	3 / 5
	Total	11 / 20 Passed

Validation

90%

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 — 10 / 11 Passed

Validation for skill structure

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

	Total	10 / 11 Passed

Repository: administrakt0r/AI-Agents-Safe-Coding-Skills
Path: skills/fal-generate/SKILL.md
Commit: 57c135b

Reviewed: 3 days ago

Table of Contents

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