dashboard-review-skill
David-abu/dashboard-review-skill
This skill provides a structured framework for auditing and critiquing data dashboards and reports from the perspective of a senior data analyst.
7 2No licenseUpdated 2026-05-06
59
FairOverview
The dashboard review skill acts as an expert auditor for business intelligence artifacts, such as Power BI reports, Tableau workbooks, spreadsheets, and visual exports. It conducts a multi-dimensional evaluation focusing on audience fit, domain logic, visual design, and data storytelling, producing severity-classified findings and actionable remediation steps.
Capabilities
- ▸Evaluates dashboards across 6 rigorous dimensions
- ▸Classifies data and design issues by severity (Critical, Major, Minor)
- ▸Performs internal data consistency checks and time-horizon adequacy tests
- ▸Calibrates feedback to specific target audiences from executives to frontline workers
Best for
Reviewing and scoring corporate dashboards before executive presentations, Auditing Power BI or Tableau files for design flaws and metric accuracy, Providing structured design feedback on data visualization exports and screenshots
Works with
Claude CodeCodexChatGPTGemini CLICursorGitHub CopilotOpenCode
Evoa Score breakdown= Σ (score × weight)
59Task usefulness20%77 → +15.4
実タスクにどれだけ役立つか（機能の豊富さ・用途の明確さ）。 — AIによるcapabilities/use-cases解析
Code quality15%90 → +13.5
実装・指示の品質。 — AIによるSKILL.md/README解析
Maintenance15%70 → +10.5
リポジトリがどれだけ活発に保守されているか。 — GitHub 最終push日時の新しさ
Documentation12%25 → +3.0
ドキュメントの充実度・分かりやすさ。 — README/独自要約の情報量
Security15%80 → +12.0
危険・不審な挙動が無いか。 — AIによるセキュリティレビュー
Originality10%85 → +8.5
ありふれたラッパーではない独自性。 — AIによる独自性判定
Popularity8%27 → +2.2
コミュニティの採用度。 — GitHub Stars/Forks（対数スケール）
Compatibility5%100 → +5.0
対応AIエージェントの広さ。 — AIによる対応エージェント判定
Weighted total70.1 / 100
ライセンス不明/制限あり（Red）のSkillは総合スコアに0.85倍の補正を適用します。 ランキングはこのScoreのみで決まり、広告で変わりません。 算出方法の詳細 →
Security considerations
Processes uploaded reports, screenshots, and metadata to evaluate design and logic. Ensure sensitive business data is scrubbed if privacy policies restrict sharing internal metrics.
Categories
Summary and analysis are original content generated by AI Skills Rank. The skill's source text is not reproduced here — view it on the linked repository.