Content
92%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
A well-organized, actionable A/B testing guide with concrete steps, templates, and reference tables. Its main weakness is progressive disclosure: everything lives in one inline file and the test-idea library and output templates could be split into separate references.
Suggestions
Move the Common Test Ideas tables and Output Format templates into a separate reference file (e.g. references/test-ideas.md) and link to it from the main body so SKILL.md stays a lean overview.
Add an explicit pre-launch verification checkpoint to the run-test workflow (e.g. confirm variants are correctly uploaded and the traffic split is live before counting the test as started).
The referenced app-marketing-context.md has no matching bundle file; either ship it under references/ or label it as user-supplied context so the reference is verifiable.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Dense, reference-style content with tables and tight bullets; it does not explain concepts Claude already knows (no 'what is A/B testing' padding), so most tokens earn their place even at ~220 lines. | 3 / 3 |
Actionability | Concrete, copy-paste-ready guidance throughout — numbered App Store Connect steps, a hypothesis template with worked examples, and specific rules ('Change ONE thing per test', '90% confidence minimum', sample-size bands) rather than abstract direction. | 3 / 3 |
Workflow Clarity | The Test Design Framework is sequenced as Steps 1–5 with explicit checkpoints ('Monitor but don't stop early', statistical-significance checks in Step 5) and an interpretation checklist, matching the clear-sequence anchor. | 3 / 3 |
Progressive Disclosure | The body is well-sectioned but monolithic at ~220 lines, with the Common Test Ideas tables and Output Format templates kept inline rather than split into reference files; it sits above the 'monolithic wall' anchor but below the 'appropriately split, one-level-deep references' level. | 2 / 3 |
Total | 11 / 12 Passed |