Content
92%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-engineered skill body: executable code and exact API contracts, a sequenced preflight with real validation checkpoints and feedback loops, and clean progressive disclosure to two real reference files. The only weakness is moderate redundancy — the createModel-three-values rule and preflight are restated across the STOP, Available Providers, and Best Practices sections.
Suggestions
Collapse the 'createModel accepts exactly three values' guidance into one authoritative location (the STOP section) and have Best Practices #3 and the Available Providers section cross-reference it instead of restating it, to cut ~20-30 lines of repetition.
Trim Best Practices #1 to a one-line pointer ('Run the two-step preflight above before business code') rather than re-narrating the full eligibility + group-readiness sequence already covered in the Preflight section.
Move the per-provider model SKU lists (Hunyuan/DeepSeek/GLM/Kimi/MiniMax enumerations) into references/api-reference.md, keeping only the 'discover at runtime, do not hard-code' rule inline.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is information-dense with genuinely non-obvious CloudBase contract details Claude would not know (preflight actions, PascalCase params, full-replacement Models), but the 'createModel accepts exactly three values' rule is restated in the STOP table, Available Providers, and Best Practices #3, and the preflight is detailed then re-summarized in Best Practices #1 — minor redundancy that could be trimmed. Not a 5 because the repetition exceeds 'every token earns its place'; not a 3 because the content is specialized, not padded explanations of concepts Claude already knows. | 4 / 5 |
Actionability | Fully executable throughout: exact `npm install`/`tcb.init` code, concrete `ai.createModel('cloudbase')` + `model.generateText({ model: 'deepseek-v4-flash' })` patterns, precise `callCloudApi(service='tcb', action=..., params={...})` signatures, a complete `UpdateAIModel` payload, and numeric timeout ranges — copy-paste ready and covering the common cases. | 5 / 5 |
Workflow Clarity | The mandatory two-step preflight is a clearly sequenced checklist (Step 0 env id → ① eligibility → ② group readiness) with explicit pass/fail checkpoints, stop conditions ('stop writing code and surface this to the user'), and a feedback loop (DescribeAIModels → if missing → DescribeManagedAIModelList → UpdateAIModel → verify); the destructive full-replacement Models operation is explicitly safeguarded, so the batch/destructive cap does not apply. | 5 / 5 |
Progressive Disclosure | SKILL.md acts as an overview and offloads bulk detail to verified one-level-deep references — [api-reference.md](references/api-reference.md) for generateText/streamText/generateImage examples and types, [custom-onboarding.md](references/custom-onboarding.md) for CreateAIModel onboarding — with a closing Reference index; both referenced files exist, links are well-signaled, and navigation is easy. | 5 / 5 |
Total | 19 / 20 Passed |