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arn-spark-visual-sketch

This skill should be used when the user says "visual sketch", "arn visual sketch", "sketch directions", "explore visuals", "visual proposals", "try different looks", "design directions", "sketch the UI", "visual exploration", "compare styles", "show me options", "what could this look like", or wants to generate multiple visual direction proposals as real HTML/CSS running on the scaffolded project's dev server, iteratively selecting and refining until a final visual direction is chosen.

71

Quality

64%

Does it follow best practices?

Impact

No eval scenarios have been run

SecuritybySnyk

Advisory

Suggest reviewing before use

Optimize this skill with Tessl

npx tessl skill review --optimize ./plugins/arn-spark/skills/arn-spark-visual-sketch/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Discovery

82%

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 excels at providing extensive trigger terms and clearly answering both 'what' and 'when', making it strong on completeness and trigger term quality. However, it is somewhat front-loaded with trigger phrases at the expense of describing concrete capabilities in more detail, and some of the broader trigger terms like 'show me options' could conflict with other design-related skills. The actual capability description is condensed into a single clause at the end.

Suggestions

Expand the capability description to list more specific concrete actions (e.g., 'generates 3-4 distinct visual direction proposals as HTML/CSS pages, presents them side-by-side for comparison, supports iterative refinement of selected directions').

Add negative boundaries or scope clarifiers to reduce conflict risk (e.g., 'Not for building final production UI components or detailed interaction design—focused on early-stage visual exploration and style comparison').

DimensionReasoningScore

Specificity

The description mentions generating 'multiple visual direction proposals as real HTML/CSS running on the scaffolded project's dev server' and 'iteratively selecting and refining until a final visual direction is chosen,' which names the domain and some actions but doesn't list multiple distinct concrete actions comprehensively (e.g., what specific design artifacts are created, how many options, what refinement entails).

2 / 3

Completeness

The description explicitly answers both 'what' (generate multiple visual direction proposals as real HTML/CSS on the dev server, iteratively refine until a final direction is chosen) and 'when' (with a comprehensive list of trigger phrases and the condition 'wants to generate multiple visual direction proposals'). The 'Use when' guidance is clearly present.

3 / 3

Trigger Term Quality

The description includes an extensive list of natural trigger phrases users would actually say, such as 'visual sketch', 'sketch the UI', 'show me options', 'what could this look like', 'compare styles', 'try different looks', and 'design directions'. These cover a wide range of natural language variations.

3 / 3

Distinctiveness Conflict Risk

While the description carves out a niche around visual exploration and design direction proposals, terms like 'sketch the UI', 'design directions', and 'show me options' could overlap with general UI design skills, prototyping skills, or component building skills. The specificity of 'scaffolded project's dev server' helps somewhat but the broad trigger terms create some conflict risk.

2 / 3

Total

10

/

12

Passed

Implementation

47%

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

This is a well-structured orchestration skill with excellent workflow clarity and comprehensive error handling, but it suffers significantly from verbosity. The conversational templates, repeated error handling information, and extensive inline dialogue examples inflate the token cost substantially. The skill would benefit from aggressive trimming of template dialogue (Claude can generate appropriate conversational responses) and moving reference tables to separate files.

Suggestions

Remove verbatim conversational templates (Steps 1-3, 7-8) — Claude can generate appropriate user-facing messages from brief instructions like 'Present context summary: framework, CSS, component lib, platform, target users. Propose 2-4 key screens.'

Consolidate the error handling — the inline error handling in each step and the dedicated Error Handling section are largely redundant. Keep only the dedicated section and reference it from steps.

Move the Agent Invocation Guide table to a separate reference file to reduce the main skill's token footprint.

Add executable code snippets for key operations like gallery page creation, manifest JSON schema, and Task tool invocation syntax rather than describing them in prose.

DimensionReasoningScore

Conciseness

The skill is extremely verbose at ~400+ lines. It over-explains conversational flow with extensive template dialogue, repeats information across sections (e.g., error handling duplicated in workflow and dedicated section), and includes lengthy tables and presentation templates that Claude could generate on its own. Many sections describe what to say to the user verbatim rather than providing concise instructions.

1 / 3

Actionability

The skill provides concrete directory structures, specific framework-aware paths, and clear agent invocation patterns. However, it lacks executable code examples — the route structures are shown but no actual file content is provided, gallery creation is described but not shown, and the actual Task tool invocation syntax is never demonstrated. Much of the guidance is procedural description rather than copy-paste ready implementation.

2 / 3

Workflow Clarity

The 10-step workflow is clearly sequenced with explicit prerequisites, validation checkpoints (build verification before proceeding, manifest reading after agent completion), error recovery paths (agent failure handling, retry offers), and a well-defined iteration loop in Step 8. The feedback loop for rounds of refinement is explicit with clear exit conditions and the error handling section covers edge cases comprehensively.

3 / 3

Progressive Disclosure

The skill references external files appropriately (aesthetic-philosophy.md, sketch-gallery-guide.md, visual-direction-template.md) with clear read instructions, which is good progressive disclosure. However, no bundle files were provided to verify these references exist, and the main SKILL.md itself is monolithic — the extensive error handling table, agent invocation guide, and verbose step-by-step dialogue templates could be split into reference files to keep the main skill leaner.

2 / 3

Total

8

/

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.

Validation10 / 11 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

10

/

11

Passed

Repository
AppsVortex/arness
Reviewed

Table of Contents

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