Direct visual and creative work for campaigns, photography, illustration, video, and branded experiences. Use this skill whenever the user wants to brief a photographer, direct illustrators, plan a creative campaign, develop visual concepts, write a creative direction document, or evaluate creative work for fit. Triggers on art direction, photo brief, photography brief, illustration brief, campaign concept, creative concept, visual direction, mood board, look and feel, visual treatment, video direction. Also triggers when the user has approved brand identity but needs to extend it into specific creative deliverables.
67
81%
Does it follow best practices?
Impact
—
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 skill description that clearly articulates specific capabilities, provides extensive natural trigger terms, and explicitly states both what the skill does and when to use it. The only notable weakness is some potential overlap with adjacent skills like brand identity or general design, though the description partially addresses this with the 'approved brand identity' boundary clause. Overall, it follows best practices and would serve well in a multi-skill selection context.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Lists multiple specific concrete actions: 'brief a photographer', 'direct illustrators', 'plan a creative campaign', 'develop visual concepts', 'write a creative direction document', 'evaluate creative work for fit'. These are clearly defined, actionable tasks. | 3 / 3 |
Completeness | Clearly answers both 'what' (direct visual and creative work for campaigns, photography, illustration, video, branded experiences) and 'when' (explicit 'Use this skill whenever...' clause plus a detailed list of trigger terms and an additional contextual trigger about extending approved brand identity). | 3 / 3 |
Trigger Term Quality | Excellent coverage of natural trigger terms users would say: 'art direction', 'photo brief', 'photography brief', 'illustration brief', 'campaign concept', 'creative concept', 'visual direction', 'mood board', 'look and feel', 'visual treatment', 'video direction'. These are terms practitioners and non-specialists alike would naturally use. | 3 / 3 |
Distinctiveness Conflict Risk | While the trigger terms are specific to creative direction, there is potential overlap with a brand identity skill (mentioned in the last sentence about 'approved brand identity') and potentially with general design or marketing skills. The boundary between 'creative direction' and 'brand identity' or 'graphic design' could cause confusion, though the description does attempt to clarify the handoff point. | 2 / 3 |
Total | 11 / 12 Passed |
Implementation
70%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-organized art direction skill with strong workflow clarity and good progressive disclosure through reference templates. Its main weakness is that it reads more as a comprehensive framework description than a set of concrete, actionable instructions—it would benefit from at least one worked example showing a filled-in brief section. Some inline content (variant sizes, spec lists) could be trimmed or moved to reference files to improve conciseness.
Suggestions
Add a concrete, filled-in example of at least one layer (e.g., 'The Story' for a sample campaign) so Claude can see what good output looks like rather than just the structure.
Move the detailed variant size lists and format specifications into the reference templates to reduce inline verbosity while keeping the main skill lean.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The content is generally well-structured and avoids explaining basic concepts, but it's verbose in places—the 5-layer framework, failure patterns, and variant lists are thorough but could be tightened. Some sections (e.g., 'The variants' common variant set) are more reference-like and could be offloaded to the template files rather than inline. | 2 / 3 |
Actionability | The skill provides structured frameworks, checklists, and clear categories for briefing creative work, which is strong for an instruction-only skill. However, it lacks concrete examples of actual brief content (e.g., a sample premise, a sample 'what to avoid' section, or a filled-in brief excerpt), making it more of a framework description than fully actionable guidance. | 2 / 3 |
Workflow Clarity | The workflow section clearly sequences three distinct scenarios (external creative, in-house, evaluation) with explicit milestone reviews and validation checkpoints. The 'Review milestones' step and the evaluation scoring criteria serve as feedback loops, and the failure patterns section reinforces what happens when steps are skipped. | 3 / 3 |
Progressive Disclosure | The skill provides a clear overview with well-signaled references to three specific template files for detailed brief content. The main body serves as the conceptual framework while detailed templates are appropriately split into reference files. Navigation is one level deep and clearly labeled. | 3 / 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 | |
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Table of Contents
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