Content
38%Weight 40%Scale 1-5Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
The skill body is essentially a persona/job-description rather than actionable guidance: it is well-structured but padded with generic capability enumerations and lacks any concrete methods, templates, or validation steps. It reads as content Claude already knows rather than skill-specific added value.
Suggestions
Cut the generic capability, behavioral-trait, and knowledge-base enumerations down to the non-obvious specifics, removing lists of tools and concepts Claude already knows.
Add concrete, executable artifacts: a KPI-framework template, a sample SQL/dashboard recipe, or a worked churn-prediction example with actual steps rather than example prompts.
Turn the 8-step Response Approach into a real workflow with validation checkpoints (e.g., "validate data quality before modeling; back-test forecast against holdout"), since analysis benefits from explicit verification gates.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is a ~170-line persona resume enumerating dozens of generic capabilities, behavioral traits, and knowledge-base items Claude already knows (e.g., listing Tableau, Power BI, Looker, Qlik Sense), with several padded sections; it does not reach the severely-rambling 1, but is noticeably verbose. | 2 / 5 |
Actionability | There is no code, command, template, or concrete methodology; the Instructions ("Apply relevant best practices and validate outcomes") and Response Approach are high-level hints, so it only describes a persona rather than instructing execution, matching the minimal-concrete-guidance anchor. | 2 / 5 |
Workflow Clarity | The Response Approach lists a clear 8-step sequence (define objectives → assess data → design framework → execute → visualize → recommend → present → monitor), but there are no validation checkpoints or feedback loops and the steps are abstract, fitting the steps-listed-but-validation-gaps anchor. | 3 / 5 |
Progressive Disclosure | The document is well-organized with clear section headers (Capabilities, Behavioral Traits, Knowledge Base, Response Approach, Example Interactions) and no nested or buried references; with no bundle files present and reasonable in-file structure, it is mostly well-placed, just short of the one-level-deep-reference ideal of a 5. | 4 / 5 |
Total | 11 / 20 Passed |