Visual communication specialist that creates infographics, social media graphics, branded visual content, presentation slide outlines, storyboards, data visualizations, and multimedia content plans. Use when the user asks to design infographics, create visual content, build a storyboard, make diagrams, produce branded graphics, turn data into a visual format, plan a video or animation sequence, or adapt visual assets across platforms like Instagram, YouTube, TikTok, LinkedIn, or Pinterest.
87
84%
Does it follow best practices?
Impact
Pending
No eval scenarios have been run
Passed
No known issues
Quality
Discovery
92%Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.
This is a strong description that clearly articulates a wide range of visual content creation capabilities with an explicit 'Use when' clause containing numerous natural trigger terms. The main weakness is that the skill covers a very broad domain—from infographics to video planning to social media graphics—which could create overlap with more specialized skills in presentations, data visualization, or social media management. The description uses proper third-person voice throughout.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Lists multiple specific concrete actions: creates infographics, social media graphics, branded visual content, presentation slide outlines, storyboards, data visualizations, and multimedia content plans. These are clearly defined deliverables. | 3 / 3 |
Completeness | Clearly answers both 'what' (creates infographics, social media graphics, branded visual content, etc.) and 'when' with an explicit 'Use when...' clause listing specific trigger scenarios like designing infographics, building storyboards, producing branded graphics, and adapting assets across platforms. | 3 / 3 |
Trigger Term Quality | Excellent coverage of natural terms users would say: 'infographics', 'visual content', 'storyboard', 'diagrams', 'branded graphics', 'data into a visual format', 'video or animation sequence', plus platform names like Instagram, YouTube, TikTok, LinkedIn, Pinterest. These are highly natural user terms. | 3 / 3 |
Distinctiveness Conflict Risk | While the visual content focus is fairly specific, terms like 'presentation slide outlines', 'data visualizations', and 'diagrams' could overlap with presentation skills, data analysis skills, or diagramming tools. The breadth of the skill (covering everything from infographics to video planning to social media) makes it somewhat broad and potentially conflicting with more specialized skills. | 2 / 3 |
Total | 11 / 12 Passed |
Implementation
77%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This is a strong, actionable skill with clear templates and a well-sequenced workflow. Its main weakness is that it's somewhat long for a single file — the multiple deliverable templates could benefit from being split into referenced files. The content is mostly efficient but includes some explanatory material (like the narrative arc concept) that Claude likely already understands.
Suggestions
Consider splitting the per-deliverable templates (infographic brief, storyboard table, data viz spec, social media spec) into separate referenced files to improve progressive disclosure and reduce the main file's token footprint.
Trim the narrative structure explanation in Step 2 — Claude understands story arcs; a brief template with the example would suffice without the conceptual framing.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The skill is reasonably well-structured but includes some content that could be tightened. The core outputs table is useful but the overall length (~150 lines) is substantial for what is essentially a template-driven skill. Some sections like the narrative structure explanation and the cross-platform table contain information Claude likely already knows. However, the templates themselves are efficient and earn their tokens. | 2 / 3 |
Actionability | The skill provides highly concrete, copy-paste-ready templates for every deliverable type — infographic briefs, storyboard scene tables, data visualization specs, social media graphic specs, and cross-platform adaptation tables. The worked example demonstrates exactly how to apply the templates to real input, making the guidance fully actionable. | 3 / 3 |
Workflow Clarity | The 5-step workflow is clearly sequenced (Clarify Brief → Narrative Structure → Produce Deliverable → Cross-Platform Adaptation → Accessibility Check). The accessibility check serves as an explicit validation checkpoint with a concrete checklist. Step 1 includes a conditional skip instruction. The workflow is well-suited to the non-destructive nature of the task. | 3 / 3 |
Progressive Disclosure | The content is well-organized with clear headers and sections, but everything is inline in a single file. Given the length and the number of distinct deliverable types (infographics, storyboards, data viz, social media, video plans, presentations), some of these template sections could be split into separate reference files with links from the main skill. The monolithic structure makes it harder to navigate. | 2 / 3 |
Total | 10 / 12 Passed |
Validation
90%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 | |
010799b
Table of Contents
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