Content
75%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 solid, dense instruction document: concrete paths, macros, and test locations make it highly actionable, and it wastes almost nothing on concepts Claude already knows. The main improvements are structural — normalizing the heading hierarchy, deduplicating the file-list and class-pattern sections, and making the test step an explicit validate-and-iterate checkpoint.
Suggestions
Normalize the heading hierarchy (currently #, ##, ####, ##### mix, with a second H1 '# Adding a New Operator to OpenVINO' mid-document) so sections are consistently navigable.
Make the test step an explicit feedback loop, e.g., 'Run the type_prop and opset tests after implementation; fix and re-run until green before writing the .rst spec.'
Merge the duplicated file-path/class-pattern material ('Create Header and Source Files' vs 'Files to create/update' and 'Core Op Class Pattern') into one section to save tokens and avoid drift.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is directive and assumes OpenVINO competence — it never explains what OpenVINO is or how ops work in general, and nearly every line is a rule, path, or code pointer. Minor trimming is possible (the 'Files to create/update' section repeats the .hpp/.cpp paths already given earlier, and duplicated H1 headings '# Skill Instructions' / '# Adding a New Operator to OpenVINO' add padding), which places it at 4 rather than the fully lean anchor 5. | 4 / 5 |
Actionability | Guidance is concrete: exact file paths with globs, code snippets (OPENVINO_OP macro, visitor.on_attribute, OV_OP_SCOPE), specific method names, and precise test directories. It falls short of 5 because the snippets are illustrative skeletons rather than copy-paste-ready code (e.g., the empty class body 'class OPENVINO_API OpName : public Op {}' and the constructor implementation is described but not shown), leaving minor gaps. | 4 / 5 |
Workflow Clarity | A clear 4-step sequence (analysis → update files → tests → specification) is given up front and expanded in ordered sections, and the 'Tests' section enumerates exactly where each test kind goes — a validation checkpoint of sorts. It stays at 4 rather than 5 because there is no explicit run-tests/fix/re-run feedback loop, and the analysis step is named but has no checklist of what to verify. | 4 / 5 |
Progressive Disclosure | No bundle files exist, and the single-file body is a reasonably sized, well-sectioned overview for a moderately complex procedure — so content placement is appropriate for a one-level structure. Minor organization gaps (inconsistent heading levels mixing #, ##, ####, #####; a second H1 mid-document; 'Core Op Class Pattern' partially duplicating earlier sections) keep it at 4 rather than the fully clean-navigation anchor 5. | 4 / 5 |
Total | 16 / 20 Passed |