Content
39%Scale 1-5Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This skill is a comprehensive reference document rather than an actionable skill. It contains useful concrete examples (SQL, Streamlit code, layout patterns) but suffers from severe verbosity—most of the KPI lists and conceptual explanations are things Claude already knows. The core instructions are vague platitudes, and there's no actual workflow for designing a dashboard, which is the skill's stated purpose.
Suggestions
Replace the generic Instructions section with a concrete step-by-step workflow: 1) Gather requirements (audience, decisions to support), 2) Select KPIs (with selection criteria), 3) Choose layout pattern, 4) Implement, 5) Validate with stakeholders.
Move the department KPI lists, SQL queries, and Streamlit code into separate bundle files (e.g., resources/kpi-catalog.md, resources/sql-examples.md, resources/streamlit-template.py) and reference them from the main skill.
Remove explanations of concepts Claude already knows (SMART framework, what KPIs are, basic dashboard hierarchy) and focus on project-specific decision guidance.
Add validation checkpoints to the workflow, such as 'Verify each KPI has a clear owner, data source, and target before proceeding to layout design.'
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Extremely verbose at ~350+ lines. Extensive lists of KPIs by department (Sales, Marketing, Product, Finance) are reference material Claude already knows. The ASCII dashboard mockups, while visually interesting, consume enormous token budget. The SMART KPI explanation and basic concepts like dashboard hierarchy are things Claude inherently understands. | 2 / 5 |
Actionability | Provides executable SQL queries for MRR, cohort retention, and CAC calculations, plus a complete Streamlit dashboard implementation. The code is copy-paste ready and covers common use cases. However, the skill's core instructions section is vague ('Apply relevant best practices and validate outcomes') and doesn't give concrete steps for the actual design process. | 4 / 5 |
Workflow Clarity | There is no clear workflow or sequenced process for designing a KPI dashboard. The Instructions section offers only generic platitudes ('Clarify goals, constraints, and required inputs'). There's no step-by-step process from requirements gathering through KPI selection, layout design, implementation, and validation. For a design skill, the absence of a structured design workflow is a significant gap. | 2 / 5 |
Progressive Disclosure | References `resources/implementation-playbook.md` but no bundle files exist to support it. The massive amount of inline content (KPI lists, SQL queries, full Streamlit app, ASCII layouts) should clearly be split into separate reference files. Everything is dumped into a single monolithic file with no meaningful content separation. | 2 / 5 |
Total | 10 / 20 Passed |