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 highly actionable, well-sequenced skill body with executable patterns and explicit cost-validation checkpoints. It is slightly let down by a duplicated cost/security warning and no in-bundle reference files to offload detail.
Suggestions
Dedupe the cost-protection / security warning: state it once in Authentication and reference it rather than restating near-verbatim at the end of the file.
Move the full GPU pricing table and benchmark comparison into a references/ file (e.g. PRICING.md) and keep only the VRAM rules-of-thumb inline, to improve token efficiency.
Verify the referenced ../shared-references/compute-env-contract.md exists relative to this skill, or inline the contract summary so the reference is not dangling.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Mostly lean, relying on tables and executable code rather than explaining concepts Claude already knows, but the security/cost-protection warning is repeated near-verbatim and could be tightened. | 4 / 5 |
Actionability | Provides six copy-paste-ready launcher patterns (A-F), concrete CLI commands, and a required cost-estimation template covering the common workload types. | 5 / 5 |
Workflow Clarity | Clear 6-step sequence with an explicit cost-estimation checkpoint before every run, plus a verify/monitor step; the required confirmation loop gates risky spend. | 5 / 5 |
Progressive Disclosure | Well-organized sections with appropriately inline content and a single one-level-deep reference to compute-env-contract.md; no bundle files exist to split content further, so minor organization gaps remain. | 4 / 5 |
Total | 18 / 20 Passed |