Content
82%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 strong specialist body: highly actionable with concrete schemas, per-MMP checklists, a debug playbook, and an output template, organized in clean tables with a coherent assessment-to-testing flow. The main gaps are minor over-explanation of known concepts and inline placement of per-MMP detail that would benefit from reference files.
Suggestions
Trim the 'SKAdNetwork 4.0 Essentials' concept table to only the non-obvious SKAN 4 specifics (postback windows, hierarchical source IDs, privacy thresholds) and drop definitions Claude already knows.
Move the per-MMP setup checklists into per-vendor reference files (e.g. references/appsflyer.md, references/adjust.md) and keep one-line summaries in SKILL.md for progressive disclosure.
Make the mid-workflow validation checkpoints explicit (e.g. when to verify postback arrival and CV propagation during implementation, not only in the final testing plan).
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Dense, signal-heavy tables and checklists with almost no filler; however, the 'SKAdNetwork 4.0 Essentials' concept table explains basics (e.g. 'Postback | The signal Apple sends to your ad network confirming an install') that are partially over-explanation, keeping it just below the lean anchor. | 4 / 5 |
Actionability | Fully concrete guidance: a CV schema template with actual value ranges (0, 1–5, 6–15 ... 46–63), per-MMP checklists naming specific SDK calls ('AppsFlyerLib.shared().start()', 'Adjust.appDidLaunch(...)'), a symptom→cause debug playbook, and a copy-ready output template covering the common cases. | 5 / 5 |
Workflow Clarity | Clear sequence (Initial Assessment → stack recommendation → CV schema → implementation checklist → testing plan) with explicit verification checkpoints ('verify postback in MMP within X hours', 'Test deferred deep link from each ad source'), but some mid-process checkpoints are implicit rather than spelled out. | 4 / 5 |
Progressive Disclosure | Well-sectioned single-file body with clear headers and navigation, but no bundle files exist and the per-MMP setup checklists plus the CV schema templates are inline content that would fit better in one-level-deep reference files. | 4 / 5 |
Total | 17 / 20 Passed |