Content
81%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-structured, highly actionable server-side AI skill with an explicit preflight workflow and clear reference split. The main weakness is conciseness: the anti-hallucination message about createModel's three legal arguments is repeated across multiple sections.
Suggestions
Consolidate the 'createModel accepts exactly three legal values / never guess' rule into one authoritative section (e.g. the STOP block) and have later sections reference it rather than restating it.
Move the inline DescribeAIModels/DescribeManagedAIModelList return-shape definitions into references/api-reference.md, keeping only the operational decision steps in the body.
Tighten Best Practices items 1–3, which restate the preflight and createModel rules already covered in detail above, to a brief cross-reference.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body assumes Claude's competence (no basic-concept padding) but restates the 'createModel accepts exactly three legal values / never guess' warning verbatim-ish across the STOP, Available Providers, and Best Practices sections, which could be consolidated. | 3 / 5 |
Actionability | Fully executable guidance: concrete MCP tool calls with exact params, copy-paste code for createModel+generateText, the full UpdateAIModel payload, and exact API actions (DescribeAIModels, DescribeManagedAIModelList, UpdateAIModel). | 5 / 5 |
Workflow Clarity | The mandatory two-step preflight has an explicit sequence (Step 0 → ① eligibility → ② group readiness) with pass/fail validation checkpoints and error-recovery feedback loops (missing model → enable via full-replacement UpdateAIModel). | 5 / 5 |
Progressive Disclosure | Clean overview with one-level-deep references to two real bundle files (api-reference.md, custom-onboarding.md) and an 'on demand' framing; minor inline API-contract detail (DescribeAIModels return shapes) that could live in the reference file. | 4 / 5 |
Total | 17 / 20 Passed |