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arn-spark-clickable-prototype-teams

This skill should be used when the user says "clickable prototype teams", "arn clickable prototype teams", "team clickable prototype", "debate clickable prototype", "collaborative interaction review", "clickable prototype with debate", "team-based interaction review", "interaction debate", "review interactions as a team", "interactive prototype teams", "team prototype review", or wants to create a clickable interactive prototype with linked screens and validate it through iterative expert debate cycles where product strategist and UX specialist discuss their scores and findings before producing a combined review, with Playwright-based interaction testing, per-criterion scoring, an independent judge verdict, and versioned output. Supports Agent Teams for parallel debate or sequential simulation as fallback. For standard lower-of-two-scores interaction review, use /arn-spark-clickable-prototype instead.

73

Quality

92%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

85%Weight 40%Scale 1-3

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

The body is a highly actionable, well-sequenced orchestration skill with strong validation feedback loops and a clean one-level-deep reference structure. Its main weakness is conciseness: the Agent Invocation Guide and Error Handling sections duplicate the inline workflow, and the verbatim dialogs are long.

Suggestions

Remove or drastically trim the 'Agent Invocation Guide' table and 'Error Handling' list, since they restate cases already handled inline in Steps 1–9; keep one or the other and cross-reference.

Condense the verbatim AskUserQuestion/display blocks (e.g., Step 1's Agent Teams enablement instructions) into shorter prompts or move the setup detail into a reference file.

Move the long configuration/token-cost comparison prose in Step 3 into a reference, keeping only the parameter table inline in SKILL.md.

DimensionReasoningScore

Conciseness

Mostly efficient and procedural (no padding with concepts Claude already knows), but it runs ~640 lines and the 'Agent Invocation Guide' and 'Error Handling' sections substantially restate the inline workflow, plus long verbatim user-facing dialogs; this matches 'mostly efficient but could be tightened' rather than the lean top anchor, and is not level 1 because it avoids concept explanation.

2 / 3

Actionability

Provides concrete executable guidance — the Bash command `echo $CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS`, exact output paths like `prototypes/clickable/v[N]/app/` and `prototypes/clickable/reviews/round-N-strategist-review.md`, named agents invoked via the Task tool with specified context, and copy-ready AskUserQuestion prompts; fully actionable even though it is instruction-based rather than code-based.

3 / 3

Workflow Clarity

A clearly sequenced 9-step process with sub-steps and Phases 1–4, plus explicit validation checkpoints (Step 5d threshold check, Step 6 independent judge gate) and feedback loops (fail -> next cycle, judge FAIL -> more cycles, Agent Teams file-existence verification, builder retry up to 3 times); matches the anchor requiring explicit validation steps and error-recovery loops.

3 / 3

Progressive Disclosure

Clean one-level-deep bundle: the three reference files (debate-protocol.md, expert-interaction-review-template.md, debate-review-report-template.md) are real and clearly signaled via 'Read' directives, and the heavy material (debate protocol, report/review templates) is appropriately externalized; matches the well-signaled one-level-deep anchor rather than the monolithic/nested anchor below.

3 / 3

Total

11

/

12

Passed

Description

100%Weight 40%Scale 1-3

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 specific, complete, and distinctive: it states concrete capabilities, provides explicit when-triggers, and clearly routes away from the simpler sibling skill. Its only weakness is mild keyword stuffing in the trigger list, which does not drop any dimension below the top anchor.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — 'create a clickable interactive prototype with linked screens', 'validate it through iterative expert debate cycles', 'Playwright-based interaction testing', 'per-criterion scoring', 'an independent judge verdict', and 'versioned output' — matching the 'lists multiple specific concrete actions' anchor; not the level below because it goes well beyond naming a single domain and a couple of actions.

3 / 3

Completeness

Explicitly answers both what ('create a clickable interactive prototype with linked screens and validate it through iterative expert debate cycles... combined review') and when ('This skill should be used when the user says... or wants to create...') with explicit triggers; not below because the when-clause is explicit, not merely implied.

3 / 3

Trigger Term Quality

Covers natural phrases a user would say — 'clickable prototype teams', 'collaborative interaction review', 'review interactions as a team', 'interactive prototype teams', 'team prototype review' — giving good coverage of natural terms; not below because the genuinely natural utterances are present, even though several keyword permutations like 'arn clickable prototype teams' are stuffed.

3 / 3

Distinctiveness Conflict Risk

Occupies a clear niche (debate-based expert review) and explicitly de-conflicts with 'For standard lower-of-two-scores interaction review, use /arn-spark-clickable-prototype instead'; not below because the routing guidance makes overlap with the base skill unlikely.

3 / 3

Total

12

/

12

Passed

Validation

87%

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

Validation14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

skill_md_line_count

SKILL.md is long (658 lines); consider splitting into references/ and linking

Warning

frontmatter_unknown_keys

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

Warning

Total

14

/

16

Passed

Repository
AppsVortex/arness
Reviewed

Table of Contents

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