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 suffers from extreme verbosity, embedding hundreds of lines of template scaffolding inline rather than referencing separate template files. While it provides useful structural guidance for golden layer documentation, it lacks a clear workflow for the actual analysis process and has no validation steps to ensure extracted information is accurate. The content would benefit enormously from being restructured into a concise SKILL.md overview with templates and examples in separate bundle files.
Suggestions
Extract the massive template sections (parent page, attributes page, behaviors page) into separate bundle files (e.g., TEMPLATE_PARENT.md, TEMPLATE_ATTRIBUTES.md, TEMPLATE_BEHAVIORS.md) and reference them from a concise overview in SKILL.md.
Add a clear numbered workflow for the analysis process: 1) Scan .dig files to discover tables, 2) Parse SQL files to extract attributes/logic, 3) Categorize into attribute vs behavior tables, 4) Validate extracted data against actual schema, 5) Generate documentation from templates.
Include concrete, executable code or tool-use examples for the discovery phase (e.g., specific Glob patterns to find .dig and .sql files, regex patterns or parsing approaches to extract COALESCE patterns and CASE statements).
Add validation checkpoints such as 'verify extracted attribute count matches SQL SELECT columns' or 'confirm all referenced source tables exist in enriched layer' before generating final documentation.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The skill is extremely verbose at ~300+ lines, mostly consisting of massive template scaffolding that Claude could generate from a brief description. It explains obvious concepts (what golden layers are, what atomic replacement means, what MDM is) and includes extensive markdown templates that are essentially boilerplate rather than actionable guidance. | 1 / 3 |
Actionability | The skill provides concrete template structures and specifies that real SQL/code must be extracted from the codebase, which is useful. However, it lacks executable code for the actual discovery process (e.g., how to parse .dig files, how to extract attributes from SQL), relying instead on vague instructions like 'Dynamically discover all attribute and behavior tables from actual code' without showing how. | 2 / 3 |
Workflow Clarity | There is no clear multi-step workflow for the documentation generation process itself. The skill jumps from 'get codebase access' directly to massive templates without sequencing the analysis steps (e.g., first scan .dig files, then parse SQL, then categorize tables, then generate docs). No validation checkpoints exist for verifying extracted information accuracy before generating documentation. | 1 / 3 |
Progressive Disclosure | The entire skill is a monolithic wall of text with massive inline templates that should be in separate reference files. The template sections alone (parent page, attributes page, behaviors page, child pages) could each be their own referenced file, dramatically improving readability. No bundle files are provided despite the clear need for them. | 1 / 3 |
Total | 5 / 12 Passed |