Content
77%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.
Operationally excellent content: the anti-hallucination createModel contract, mandatory preflight with validation checkpoints, and executable code examples make it highly reliable for an agent to follow. The main costs are heavy repetition of the same safety rules across sections and a monolithic single-file structure that inlines material (type definitions, model catalog, onboarding) better served by reference files.
Suggestions
Consolidate the repeated 'never assume a model is enabled → DescribeAIModels → UpdateAIModel' guidance into one authoritative section (e.g. preflight ②) and reference it from the STOP table, providers section, and Best Practices instead of restating it five times.
Move the Type Definitions block, the provider/model catalog details, and the custom-onboarding walkthrough into a references/ file (e.g. references/models.md, references/types.ts) linked one level deep from the body, keeping SKILL.md as a routing-and-workflow overview.
Trim duplicated emphasis of the custom- prefix rule (stated in the STOP table, providers section, CreateAIModel params, and Best Practices #3) to a single normative statement plus one cross-reference.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is dense with non-obvious operational facts and avoids explaining concepts Claude already knows, but the same critical rules are repeated many times: 'Never assume any model is already enabled' → DescribeAIModels → UpdateAIModel appears in the STOP table, decision procedure, preflight ②, the providers section, the generateText prerequisite, and Best Practices #1–#2; the custom- prefix rule appears ~4 times. This matches 'Mostly efficient but includes some unnecessary explanation or could be tightened' — consolidating repetitions would cut the file substantially. Not a 2 because nearly every passage carries SDK-specific contract details rather than generic padding. | 3 / 5 |
Actionability | Fully executable throughout: exact MCP invocations with parameter objects (DescribeAIModels, DescribeManagedAIModelList, UpdateAIModel), copy-paste-ready SDK code for init/generateText/streamText/error handling, a wrong-vs-right table for createModel arguments, and complete TypeScript type definitions. Matches 'Fully executable; copy-paste ready code or commands; specific examples cover the common cases'. | 5 / 5 |
Workflow Clarity | The mandatory preflight is a clearly sequenced workflow (Step 0 EnvId → ① eligibility → ② group readiness) with explicit pass/fail conditions, error-recovery fallbacks (InvalidParameter → camelCase retry), a feedback loop (check DescribeAIModels → enable via UpdateAIModel → re-verify), and a final self-verification checklist (tsc --noEmit, browser test, non-zero usage). Matches 'Clear sequence with explicit validation steps; feedback loops for error recovery; checklists'. | 5 / 5 |
Progressive Disclosure | Section headers are clear and sibling-skill references are one level deep and well signaled, but the skill is a monolithic ~395-line file with no reference bundle: Type Definitions, the provider/model catalog, and the custom-onboarding guide are all inlined content that clearly belongs in separate files. This sits between anchor 2 ('content that clearly belongs in separate files is inlined') and anchor 3 ('some structure ... content that should be separate is inline') — the good in-file organization pulls it to 3. | 3 / 5 |
Total | 16 / 20 Passed |