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 exceptionally actionable, executable guidance with a well-sequenced preflight workflow that includes real validation checkpoints and error-recovery loops — the main defect is redundancy, with the same critical rules (enable-check, full-replacement Models, casing fallback) restated across four or five sections. As a single large monolithic file it also misses the opportunity to move type definitions and legacy-group reference material into bundle files.
Suggestions
Deduplicate the repeated rules — state 'never assume a model is enabled', 'Models is a full replacement', and the PascalCase/camelCase fallback once in the preflight section, then reference that statement from the STOP table, Providers section, and Best Practices instead of restating each.
Move the Type Definitions block and the legacy `hunyuan-v3` / `hunyuan-exp` group details into reference files (e.g. references/types.md, references/legacy-groups.md) with clearly signaled one-level-deep links, keeping SKILL.md as a lean overview.
Trim the 'Available Providers and Models' section, which restates the STOP section's four legal createModel values and enable-check rules almost verbatim — collapse the two into a single authoritative section.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Core rules are repeated many times: "Never assume a model is already enabled" appears in the STOP table, preflight ② step 2, the Providers section, and Best Practices #1-2; "Models is a full replacement" is stated 4+ times; the PascalCase/camelCase fallback note appears 3 times. Not a 4 because the repetition exceeds minor over-explanation that could be trimmed; not a 2 because there is no basic-concept padding — the content is dense with non-obvious, SDK-specific facts Claude cannot know. | 3 / 5 |
Actionability | Fully executable throughout: exact MCP calls with complete param objects ("callCloudApi(service=\"tcb\", action=\"UpdateAIModel\", params={ EnvId, GroupName: \"cloudbase\", Models: [...], Status: 1 })" including the resend pattern), copy-paste JS for init/session-gate/generateText/streamText/error handling, full TS interfaces, and a concrete purchase-URL template. Common cases are covered with real values; nothing is pseudocode. | 5 / 5 |
Workflow Clarity | The mandatory two-step preflight is a clearly ordered sequence (Step 0 EnvId → ① eligibility pass conditions → ② group-readiness decision tree with numbered steps and an explicit jump to custom onboarding) with explicit validation checkpoints ("verify it is present in DescribeAIModels ... before calling the SDK", "confirm with DescribeAIModels that the group is ready"), feedback loops (camelCase fallback on InvalidParameter, re-check after resource-pack purchase, full-replacement resend rule), and a final self-verify checklist (Best Practices #13: tsc --noEmit, build, browser test, non-zero usage). Matches the 5 anchor's validation + error-recovery + checklist pattern. | 5 / 5 |
Progressive Disclosure | A single ~380-line file with no bundle files: the full TS Type Definitions block, the legacy hunyuan-v3/hunyuan-exp group details, and the DescribeManagedAIModelList field-by-field catalog documentation are all inlined, which is reference material that belongs in separate files per the rubric's structure guideline. Not a 4 because reference-type content is inline in a large monolith rather than 'mostly appropriately placed'; not a 2 because section headers, tables, and delegation to sibling skills ("../auth-tool-cloudbase/SKILL.md") keep the structure clear and navigable rather than minimal. | 3 / 5 |
Total | 16 / 20 Passed |