Content
78%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-structured library skill: executable, copy-paste-ready examples; a concrete solver-selection decision guide; and clean progressive disclosure with five real, one-level-deep reference files. Weaknesses are minor — some duplicated reference listings, a couple of example-code blemishes (unused function, undefined variables in the HEOM snippet), and validation advice that lives in tips rather than in the workflows themselves.
Suggestions
Remove the closing 'References' section (or the inline 'See references/...' pointers) — the same five files are listed twice, costing tokens without adding navigation value.
Fix the two-qubit workflow: either use the defined compute_concurrence callback or delete it, and use a physically meaningful Hamiltonian (e.g., 0 or the interaction term) instead of qeye([2, 2]).
Make convergence validation an explicit step inside the simulation workflows (vary Hilbert space size / ntraj and compare) rather than only a tip at the end.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is code-dense and assumes domain competence — no padding explaining what quantum mechanics or libraries are, and the Overview, Tips, and Troubleshooting sections are tight. Anchor 5 is missed mainly due to redundancy: the closing 'References' section re-lists all five reference files already linked inline in each section. | 4 / 5 |
Actionability | Nearly all examples are complete, executable code covering common cases (damped oscillator, Jaynes-Cummings, Bell-state dephasing), and the solver-selection guide gives concrete decision rules. Minor gaps keep it below anchor 5: the HEOM example references undefined variables (ck_real, vk_real), and the two-qubit workflow defines an unused compute_concurrence function while calling mesolve with a qeye Hamiltonian instead of it. | 4 / 5 |
Workflow Clarity | Workflows are clearly sequenced (parameters -> operators -> evolve -> plot) and the solver selection guide plus Tips ('Check convergence: Vary ntraj, Hilbert space size, and tolerances') and Troubleshooting sections provide most checkpoints. Validation is advisory rather than embedded as explicit steps in the workflows, so it sits at anchor 4 rather than 5. | 4 / 5 |
Progressive Disclosure | SKILL.md is a genuine overview: each core section ends with a well-signaled one-level-deep pointer ('**See** references/time_evolution.md'), all five referenced files exist in the bundle, and no reference file points to further files. The closing References section gives an easy navigation index. This matches anchor 5. | 5 / 5 |
Total | 17 / 20 Passed |