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brainstorming

You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.

90

1.12x
Quality

Does it follow best practices?

Impact

89%

1.12x

Average score across 3 eval scenarios

SecuritybySnyk

Passed

No known issues

SKILL.md
Quality
Evals
Security

Quality

Content

85%

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

A well-structured, actionable instruction skill with a clear sequenced workflow and explicit validation checkpoints. Its only notable weakness is redundancy between the Process and Key Principles sections, which slightly hurts token efficiency.

Suggestions

Remove or merge the "Key Principles" section since its bullets duplicate guidance already covered in "The Process", recovering token budget without losing information.

DimensionReasoningScore

Conciseness

The body is mostly efficient with no concept-explaining fluff, but the "Key Principles" section largely recapitulates guidance already stated in "The Process" (one question at a time, multiple choice, explore alternatives, incremental validation), so it could be tightened and does not reach the every-token-earns-its-place level 3.

2 / 3

Actionability

Provides concrete, specific, copy-applicable guidance — "Ask questions one at a time", "Propose 2-3 different approaches", "200-300 words" sections, the file path docs/plans/YYYY-MM-DD-<topic>-design.md, and named tools/skills — which for an instruction-only skill meets the concrete-guidance bar.

3 / 3

Workflow Clarity

A clearly sequenced process (understand → document → explore approaches → present → after design) with explicit validation checkpoints ("checking after each section whether it looks right") and feedback loops ("Be ready to go back and clarify"), matching the clear-sequence-with-validation anchor.

3 / 3

Progressive Disclosure

No bundle files exist and the content is a self-contained, well-organized overview split into clear sections with only single-level references to other skills (no 2+ level nested reference chains), meeting the well-organized-sections bar for a skill without external references.

3 / 3

Total

11

/

12

Passed

Description

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.

A strong, explicit description that clearly states both capability and trigger conditions with concrete actions and natural trigger terms. Its main weakness is a somewhat broad trigger domain that risks overlap with general build/implementation skills.

Suggestions

Tighten the trigger scope to reduce overlap with general coding skills, e.g. narrow "any creative work" to design/brainstorming-specific contexts like scoping a new feature or choosing an approach before implementation.

DimensionReasoningScore

Specificity

Lists multiple concrete actions and trigger contexts — "creating features, building components, adding functionality, or modifying behavior" and "Explores user intent, requirements and design before implementation" — matching the multiple-specific-actions anchor, not the less-comprehensive level 2.

3 / 3

Completeness

Explicitly answers both what ("Explores user intent, requirements and design") and when ("You MUST use this before any creative work"), with explicit trigger guidance present so it is not capped at 2.

3 / 3

Trigger Term Quality

Covers natural phrases a user would say when starting build work ("creating features, building components, adding functionality, modifying behavior"), giving good coverage rather than only some relevant keywords.

3 / 3

Distinctiveness Conflict Risk

The pre-implementation design niche is somewhat specific, but the broad trigger domain "any creative work" / building features overlaps with many general implementation skills, so it does not reach the clear-distinct-niche level 3.

2 / 3

Total

11

/

12

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
majiayu000/claude-skill-registry
Reviewed

Table of Contents

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