Content
88%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 strong, highly actionable body: the preflight workflow is explicitly sequenced with validation checkpoints and feedback loops, and every SDK call is executable with exact parameters. The main weaknesses are mild — systematic restatement of the createModel rule and full-replacement warnings across sections, and API-reference material (type definitions, model roster) inlined in a single long file instead of split into a references bundle.
Suggestions
Consolidate the three near-verbatim restatements of the createModel legality rule (the ⛔ STOP section, 'Available Providers and Models', and Best Practices #3) into one canonical section, keeping the others as one-line back-references.
Move the ~35-line Type Definitions block and the managed vendor/model roster into a references/ file (e.g. references/api.md) so SKILL.md stays an overview, and link to it from the code sections.
Drop or shrink the generic 'Error Handling Pattern' try/catch section and Best Practice #7 (wrap AI calls in try/catch) — that is knowledge Claude already has; keep only the SDK-specific guidance such as Best Practice #11 (preflight failure vs model call failure).
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is dense and operational — no filler explaining concepts Claude already knows except the generic try/catch 'Error Handling Pattern' section and Best Practice #7. However, the createModel legality rule is restated near-verbatim across three sections (the '⛔ STOP' table, 'Available Providers and Models', Best Practices #3), and the 'Models is a full replacement' warning and PascalCase/camelCase fallback each appear three times — more than minor trimming opportunity, so not 5; but every repetition concerns non-obvious, high-stakes contract detail rather than known concepts, keeping it above anchor 3. | 4 / 5 |
Actionability | Fully executable throughout: copy-paste MCP calls ('callCloudApi(service="tcb", action="DescribeAIModels", params={ EnvId })'), complete generateText/streamText/init code with output shapes, and exact UpdateAIModel/CreateAIModel parameter blocks including the resend-enabled-models guidance. Matches the 5 anchor (copy-paste ready, common cases covered); not 4 because no pseudocode or missing key details remain. | 5 / 5 |
Workflow Clarity | The two-step preflight is clearly sequenced (Step 0 env id → ① eligibility → ② numbered steps with explicit 'jump to step 4' conditionals), includes explicit pass conditions ('all required'), a stop-and-surface-to-user failure template with a purchase link, a casing-fallback error recovery path on InvalidParameter, and a terminal self-verify checklist ('Run tsc --noEmit + the project build + open the page with agent-browser'). The full-replacement UpdateAIModel batch operation is explicitly guarded, so the batch-op cap does not apply. Matches the 5 anchor's validation steps + feedback loops + checklist. | 5 / 5 |
Progressive Disclosure | Good structure: clear '##' section headers, an early routing/when-to-use section, and well-signaled one-level sibling references ('../auth-tool-cloudbase/SKILL.md', 'auth-web-cloudbase', 'web-development/browser-testing.md'). But everything lives in a single ~330-line file with no bundle files — the ~35-line Type Definitions block and the vendor/model roster are inline API-reference material that belongs in a references/ file. Matches the 4 anchor (good structure, minor organization gaps); not 5 because content that should be split out is inline, not 3 because navigation and sectioning are genuinely clear. | 4 / 5 |
Total | 18 / 20 Passed |