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flowai-live-dashboard-template

Team-management dashboard skill in the FlowAI aesthetic — three tabs (Team Members, Team Details, Activity Log), KPI stat row, member table, role distribution bar chart, online presence and activity sparklines, and a top-contributors panel, all in a single self-contained HTML file with light/dark theming, hoverable chart tooltips, click-to-zoom panels, and CSV export. Use when the brief asks for a team / workspace admin dashboard, an interactive admin dashboard with charts, or names FlowAI.

76

Quality

96%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

92%

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

The content is concise, actionable, and clearly sequenced with a validation checkpoint. The one defect is progressive disclosure: the resource map advertises an example.html file that is absent from the bundle, breaking one referenced navigation path.

Suggestions

Add the missing example.html to the skill root (or remove the example.html line from the resource map) so every advertised reference resolves to a real file.

Make the validation feedback loop explicit in the workflow body — e.g. 'If the checklist fails, fix the issue and re-run the checklist before emitting the artifact' — rather than relying on the reader to infer the fix-retry cycle.

Consider linking references/checklist.md as a clickable path in step 6 so the navigation signal matches the resource-map style.

DimensionReasoningScore

Conciseness

The body is lean — a compact intro, a small resource-map tree, a six-step workflow, and an output contract — with no padding explaining concepts Claude already knows (e.g. what HTML or a bar chart is), matching the 'lean and efficient; every token earns its place' anchor.

3 / 3

Actionability

Guidance is concrete and copy-paste ready: 'Start from assets/template.html; never generate the shell from blank', hash values '#members | #details | #activity', the required 'Workflow' column, and an exact artifact XML wrapper. For an instruction-only skill this specificity meets the top anchor without needing inline code.

3 / 3

Workflow Clarity

A clear six-step numbered sequence with an explicit validation checkpoint ('Run through references/checklist.md before final output') and a dedicated checklist file for the complex process, matching the 'clear sequence with explicit validation steps; checklists for complex processes' anchor rather than the implicit-checkpoint score 2.

3 / 3

Progressive Disclosure

Structure is well organized with an explicit resource map and one-level-deep references (assets/template.html, references/checklist.md), but the map advertises 'example.html ... complete hand-built sample (gallery preview)' which does not exist in the bundle, leaving a broken navigation path. Scored against the actual bundle per the rubric guideline, this dangling reference keeps it below the 'easy navigation' top anchor.

2 / 3

Total

11

/

12

Passed

Description

100%

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 strong: it concisely enumerates concrete dashboard capabilities, provides an explicit 'Use when...' trigger clause with natural (and bilingual) keywords, and carves out a distinct FlowAI-branded niche. No vague fluff or over-claims are present.

DimensionReasoningScore

Specificity

Lists many concrete capabilities — 'three tabs (Team Members, Team Details, Activity Log), KPI stat row, member table, role distribution bar chart, ... hoverable chart tooltips, click-to-zoom panels, and CSV export' — matching the 'lists multiple specific concrete actions' anchor rather than the partial domain-only score 2.

3 / 3

Completeness

Clearly answers both 'what' (the full dashboard feature list) and 'when' with an explicit 'Use when...' clause, satisfying the top anchor rather than being capped at 2 for missing trigger guidance.

3 / 3

Trigger Term Quality

'Use when the brief asks for a team / workspace admin dashboard, an interactive admin dashboard with charts, or names FlowAI' plus the bilingual triggers ('团队管理后台', '可交互后台') give good coverage of natural phrasings a user would actually say, beyond the 'some relevant keywords' of score 2.

3 / 3

Distinctiveness Conflict Risk

The FlowAI-brand niche plus tailored triggers ('names FlowAI', 'workspace admin dashboard') carve a clear, unlikely-to-conflict scope, matching the 'clear niche with distinct triggers' anchor.

3 / 3

Total

12

/

12

Passed

Validation

93%

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

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

Total

15

/

16

Passed

Repository
nexu-io/open-design
Reviewed

Table of Contents

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