Content
7%Scale 1-3Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This skill reads as a persona description or job posting rather than an actionable skill file. It extensively lists capabilities and traits that Claude already possesses, consuming significant token budget without providing any concrete guidance, executable code, templates, or specific methodologies. The content would need a fundamental restructuring to be useful—replacing capability lists with specific, actionable instructions and worked examples.
Suggestions
Replace the extensive capability lists with 2-3 concrete, executable examples (e.g., a Python snippet for cohort analysis, a SQL template for churn prediction, a specific KPI dashboard structure).
Remove the 'Capabilities', 'Behavioral Traits', and 'Knowledge Base' sections entirely—these describe what Claude already knows and waste tokens.
Transform the 'Response Approach' into a concrete workflow with specific validation checkpoints, such as 'Verify data completeness: check for >5% null values in key columns before proceeding.'
Move detailed methodologies (A/B testing frameworks, financial models, etc.) into separate reference files and link to them from a concise overview in the main skill file.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Extremely verbose with extensive lists of capabilities, behavioral traits, and knowledge bases that Claude already possesses. The content reads like a job description or persona prompt rather than a skill file. Most of the listed items (e.g., 'Advanced statistical analysis and hypothesis testing', 'Color theory and design principles') are things Claude already knows and don't need enumeration. | 1 / 3 |
Actionability | No concrete code, commands, specific templates, or executable examples anywhere. The entire content is abstract descriptions of capabilities and vague process steps like 'Execute comprehensive analysis with statistical rigor.' The 'Example Interactions' section lists prompts but provides no actual outputs or worked examples. | 1 / 3 |
Workflow Clarity | The 'Response Approach' section lists 8 high-level steps but they are generic and lack any validation checkpoints, specific tools/commands, or error recovery guidance. Steps like 'Assess data availability' and 'Create compelling visualizations' provide no actionable sequence for Claude to follow. | 1 / 3 |
Progressive Disclosure | There is one reference to an external file ('resources/implementation-playbook.md') which is good, but the main content is a monolithic wall of bullet-pointed lists that should either be drastically condensed or split into separate reference files. The structure exists (sections with headers) but the content within each section is bloated. | 2 / 3 |
Total | 5 / 12 Passed |