Content
93%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 body is an excellent skill document: lean and Vizro-specific, immediately actionable with copy-paste recipes, and cleanly split against a well-signaled one-level-deep reference whose section targets check out. The only notable gap is the absence of an explicit post-wiring verification step; there is also a small duplication error in the target list ('vm.Graph, vm.Table, vm.Figure, vm.Table').
Suggestions
Add a brief verification step after wiring an interaction (e.g., 'Run the app, click the source component, and confirm the target updates — a silent no-op usually means a missing custom_data or a wrong controls id') to close the workflow_clarity gap.
Fix the duplicated 'vm.Table' in the target-components list in the 'Core concept' section (line 14) — one instance should presumably be a different component or be removed.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is dense with non-inferable, Vizro-specific knowledge (set_controls mechanics, custom_data for non-positional columns, filter_interaction removed in 1.0.0, Flex-vs-Grid layout rationale) and never explains concepts Claude already knows; every section earns its tokens, fitting the 'lean and efficient' anchor rather than anchor 4's trimmable over-explanation. | 5 / 5 |
Actionability | It provides four copy-paste-ready recipes (export button, cross-filter, actions chain, cross-page drill-through with back button), a correct-vs-wrong example for built-in action wiring, exact flags in the gotchas, and a key-imports block — covering the common cases across all five patterns. | 5 / 5 |
Workflow Clarity | The Source → Control → Target steps and the explicit decision-flow tree give a clear, sequenced process, and gotchas flag build-time failure modes (ValueError without show_in_url). However, there is no verification checkpoint after wiring an interaction (e.g., run the app and click to confirm the target updates), which keeps it below the anchor-5 'explicit validation steps' bar. | 4 / 5 |
Progressive Disclosure | SKILL.md stays an overview (concepts, pattern table, quick recipes) while full templates, wireframes, and the mistakes table live in references/actions-reference.md, referenced one level deep with a need-to-'Search for' navigation table whose target headings (## Pattern 1–4, ## Common Implementation Mistakes) all exist in the bundle. | 5 / 5 |
Total | 19 / 20 Passed |