Content
57%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.
A well-organized, genuinely useful reference for mobile app analytics with strong benchmark data and a concrete event catalog, but it front-loads definitional content Claude already knows and lacks a sequenced workflow beyond the initial assessment. Splitting the metric/event reference tables into a separate reference file and trimming known definitions would lift both conciseness and progressive disclosure.
Suggestions
Drop definitional rows Claude already knows (DAU/MAU, ARPU, churn formulas) and keep only the non-obvious data: benchmarks, tool costs, and event properties.
Move the Key Metrics Framework tables and full event catalog into a references/ file, leaving SKILL.md as an overview with clearly signaled links.
Sequence the work end-to-end (assessment -> audit -> tracking plan -> dashboard setup -> interpretation) so the skill reads as a workflow rather than disconnected reference sections.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Many table rows define concepts Claude already knows ("DAU | Daily Active Users", "ARPU | Revenue / All Users"), while the genuinely non-obvious data (benchmark ranges, tool costs, event catalog) sits alongside them. Mostly efficient but a recurring pattern of unnecessary definitional content keeps it below anchor 4. | 3 / 5 |
Actionability | Concrete guidance throughout: exact assessment questions, a tool table with cost and priority, a full snake_case event catalog with properties, and output-format templates. Placeholders like [primary_action] and [N] prevent it from being fully copy-paste ready, matching anchor 4 rather than 5. | 4 / 5 |
Workflow Clarity | The Initial Assessment is a numbered 1-5 sequence, but the remaining sections are unsequenced reference material with no validation checkpoints or feedback loops. Sequence is present but checkpoints are implicit, matching anchor 3; it does not reach anchor 4 because only one section is actually sequenced. | 3 / 5 |
Progressive Disclosure | Single-file skill with well-organized headers, but roughly 200 lines of metric tables and event catalogs are inlined where a reference file split would fit. Structure exists but content that could be separate is inline, matching anchor 3 rather than 4. | 3 / 5 |
Total | 13 / 20 Passed |