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.
The body delivers outstanding actionability and a rigorously validated, fixed-order workflow that directly counters a documented agent hallucination (the createModel provider argument). Its weaknesses are repetition — the same rules are deliberately restated three or four times, inflating token cost — and a monolithic 557-line structure with no reference files to offload type definitions and model catalogs.
Suggestions
State the four legal createModel(provider) values once (in the STOP section) and have later sections and Best Practices reference it instead of fully restating it; likewise drop the repeated "no model is enabled by default" and the duplicated preflight blockquotes before each example.
Move the Type Definitions section, the managed-model catalog/pricing tables, and the Custom Onboarding walkthrough into a references/ file (e.g. references/models.md and references/custom-onboarding.md), keeping only a few key examples inline in SKILL.md.
Consolidate the preflight's per-branch guidance so each billing path's hit criterion and on-miss action appears exactly once, trimming the ~100-line eligibility table's duplicated model-selection advice.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Everything is novel wx-specific knowledge rather than concepts Claude already knows, but the same facts are restated repeatedly: the four legal createModel values appear in full three times (STOP section, Available Providers, Best Practices #2), "no model is enabled by default" recurs 4+ times, and the preflight prerequisite blockquote is repeated before each code example. This is mostly efficient but visibly could be tightened, matching anchor 3 rather than anchor 4's "minor instances". | 3 / 5 |
Actionability | All guidance is executable and copy-paste ready: complete callCloudApi payloads for DescribeActivityInfo/DescribeAIModels/UpdateAIModel/CreateAIModel, a working streamText example with the data wrapper and all three callbacks, the full chooseMedia→compressImage→uploadFile→getTempFileURL chain, and precise hit criteria ("postpayPackageId starts with pkg_tcb_tokencredits_, status ∉ [3, 4]"). Common cases (text, streaming, vision, custom onboarding, errors) are all covered with concrete code. | 5 / 5 |
Workflow Clarity | The two-step preflight is a fixed-order sequence ("① eligibility → ② group readiness. Do not swap the two") with explicit validation hit criteria, on-miss branches (enrollment/purchase links, UpdateAIModel), an error-recovery loop ("if you hit InvalidParameter, switch casing and retry"), a numbered decision procedure, and a final self-verify checklist (Build → DevTools run → onText arrives → [DONE] terminates → no console errors). Database writes are gated by defensive parsing and user review, satisfying the validation expectations for DB operations. | 5 / 5 |
Progressive Disclosure | No bundle files exist (references/, scripts/, assets/ are absent) and all 557 lines live in SKILL.md, including ~70 lines of TypeScript type definitions, provider/pricing catalog tables, and a full custom-onboarding guide — reference material that belongs in separate files per the anchor-4 pattern. Section headers are clear (above anchor 2's "minimal structure"), but "content that should be separate is inline" with zero offload matches anchor 3, and the under-50-line simple-skill exception plainly does not apply. | 3 / 5 |
Total | 16 / 20 Passed |