Content
14%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This skill reads as an encyclopedic reference document rather than an actionable skill for Claude. It is extremely verbose, explaining concepts Claude already knows (SMART criteria, common KPI definitions), and lacks a clear workflow for actually designing a dashboard. The content would benefit enormously from being restructured into a concise overview with supporting bundle files for the detailed KPI lists, code examples, and layout patterns.
Suggestions
Add a clear step-by-step workflow (e.g., 1. Identify audience/level → 2. Select 5-7 KPIs → 3. Choose layout pattern → 4. Implement → 5. Validate with stakeholders) with validation checkpoints.
Remove the exhaustive KPI lists by department — Claude already knows common business metrics. Instead, provide a brief framework for selecting KPIs and move detailed lists to a separate KPIS_REFERENCE.md file.
Split the SQL queries and Streamlit code into separate bundle files (e.g., examples/sql_kpis.sql, examples/streamlit_dashboard.py) and reference them from the main skill.
Remove explanations of basic concepts like SMART criteria and the definition of KPI levels — these add no value for Claude and waste token budget.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Extremely verbose at ~400+ lines. Extensive lists of KPIs by department (Sales, Marketing, Product, Finance) are general business knowledge Claude already knows. The ASCII dashboard mockups, while visually interesting, consume enormous token budget. The full Streamlit app and SQL queries are lengthy and could be in separate reference files. | 1 / 3 |
Actionability | The SQL queries and Streamlit code are executable and concrete, which is good. However, much of the content is descriptive/encyclopedic (lists of KPI names, SMART acronym expansion, do's/don'ts) rather than instructive. The skill reads more like a reference document than actionable guidance for building a specific dashboard. | 2 / 3 |
Workflow Clarity | There is no clear workflow or sequenced process for actually designing and building a KPI dashboard. The content presents patterns, lists, and code snippets but never guides through a step-by-step process (e.g., gather requirements → select KPIs → design layout → implement → validate). No validation checkpoints exist. | 1 / 3 |
Progressive Disclosure | All content is monolithically packed into a single file with no references to supporting files. The KPI lists, SQL queries, full Streamlit app code, and ASCII layouts should be split into separate reference files. The external links at the bottom are to third-party resources, not bundle files. No bundle structure exists to support this large volume of content. | 1 / 3 |
Total | 5 / 12 Passed |