Content
7%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This skill reads like a job description or persona prompt rather than an actionable skill file. It exhaustively lists topics and capabilities Claude already understands without providing any concrete code, templates, frameworks, or step-by-step workflows. The content is extremely verbose (~200+ lines) yet contains virtually no actionable, executable guidance that would help Claude perform business analysis tasks better than it already can.
Suggestions
Replace the extensive capability listings with 3-5 concrete, executable templates (e.g., a Python cohort analysis script, a SQL KPI query template, a specific A/B test sizing calculation) that Claude can directly use.
Add specific workflow sequences with validation checkpoints for key tasks like 'Build a KPI Dashboard' or 'Run Churn Analysis' — include concrete steps, expected outputs, and verification criteria.
Remove the 'Behavioral Traits', 'Knowledge Base', and 'Capabilities' bullet lists entirely — Claude already knows these concepts. Focus the saved tokens on actionable frameworks and examples.
Populate the referenced 'resources/implementation-playbook.md' bundle file with detailed examples and reference the specific sections from the main skill file for progressive disclosure.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Extremely verbose and padded with information Claude already knows. The massive 'Capabilities' section is essentially a resume listing topics like 'Advanced dashboard creation with Tableau, Power BI, Looker' and 'Machine learning for predictive analytics' — none of which teach Claude anything new or actionable. The 'Behavioral Traits', 'Knowledge Base', and 'Example Interactions' sections are similarly wasteful, describing general competencies rather than providing specific instructions. | 1 / 3 |
Actionability | The skill contains zero concrete code, commands, templates, or executable examples. It is entirely descriptive — listing capabilities and topics rather than providing specific steps, formulas, SQL queries, Python snippets, dashboard configurations, or any copy-paste-ready guidance. The 'Response Approach' section lists generic phases like 'Execute comprehensive analysis' without any specifics. | 1 / 3 |
Workflow Clarity | The 'Response Approach' section lists 8 high-level steps but they are vague and lack any validation checkpoints, error handling, or feedback loops. There are no concrete workflows for any of the many tasks described — no step-by-step process for building a dashboard, running an A/B test, or creating a KPI framework with verification steps. | 1 / 3 |
Progressive Disclosure | There is one reference to 'resources/implementation-playbook.md' for detailed examples, which suggests some attempt at progressive disclosure. However, no bundle files are provided, so this reference is unverifiable. The main content is a monolithic wall of bullet-point lists that could benefit greatly from being split into focused reference files for each capability area. | 2 / 3 |
Total | 5 / 12 Passed |