Content
40%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 a well-structured pointer document: lean, organized into clear sections, and correctly delegating detail to a real one-level-deep reference file. Its weakness is that it contains no actionable procedure of its own — only role, persona, and triggers — so the skill's executable value is entirely outsourced to the guide, and the persona paragraph adds padding without content.
Suggestions
Add a brief 'Quick start' to the body (e.g., the wrapper-stack skeleton or a hard-cost-limits checklist) so the root file has at least one concrete, executable element.
Cut the second-person persona paragraph ('You know AI wrappers get a bad rap...') — it states nothing Claude does not already assume and violates the efficient-overview pattern.
Deduplicate the Expertise bullet list against the guide's Capabilities section, keeping a single source of truth.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Mostly efficient at 49 lines, but the persona paragraph is motivational padding ("You know AI wrappers get a bad rap... You create AI products people actually pay for and use daily") and the Expertise bullet list duplicates the guide's Capabilities section. Not score 4 because the persona paragraph and duplication are unnecessary tokens that could be trimmed. | 3 / 5 |
Actionability | The body contains no executable guidance for the skill's actual work — no code, commands, or specific steps — only a navigation instruction ("Read [the detailed guide](references/detailed-guide.md) before executing this skill") and abstract role framing ("You are... AI Product Architect" metaphorically via 'Role'). Not score 3 because there is no partial concrete procedure at all in the body; not score 1 because the pointer instruction and When to Use triggers are concrete, actionable directives. | 2 / 5 |
Workflow Clarity | No sequence of steps appears in the body itself; the only procedural content is the single directive to read the guide first, with all sequencing and validation offloaded to the referenced file. Not score 3 because even a rough step list is absent; not score 1 because the delegation instruction is coherent and mandatory-sounding ("Treat its safety, prerequisites, and validation requirements as mandatory"). | 2 / 5 |
Progressive Disclosure | Good structure: a lean 49-line overview with one clearly signaled, one-level-deep reference to references/detailed-guide.md (which exists on disk, 664 lines) including load guidance ("For focused work, load the relevant sections; for end-to-end work, read the guide completely"). Not score 5 because the body's Expertise list duplicates the guide's Capabilities section and the guide itself contains duplicated headings (e.g., '### AI Product Architecture' and '## AI Product Architecture' both appear), leaving minor organization gaps. | 4 / 5 |
Total | 11 / 20 Passed |