Content
92%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.
Excellent operational content — lean, fully executable, and with explicit validation loops and a pre-push checklist. The single weakness is organization across files: the body is a monolith carrying a large pattern catalog, and one referenced file is neither bundled nor clearly pathed.
Suggestions
Move the section 4 failure-pattern catalog (B10–B25) into a reference file such as references/notebook-failure-patterns.md, keeping one or two of the most common patterns inline in SKILL.md with a clearly signaled link.
Give the "notebook-release-changes.md" reference a proper relative path and add it to the bundle (e.g., references/notebook-release-changes.md), since it is currently a dangling pointer.
Consider also splitting the section 7 release workflow into the same reference file, leaving SKILL.md as a compact overview of mock-run → fix → validate → push with clearly signaled one-level-deep references.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is almost entirely commands and broken→fixed code pairs with no padding or explanations of concepts Claude already knows; even the brief prose (why to isolate figure code in sandbox/) earns its place by justifying a non-obvious workflow. | 5 / 5 |
Actionability | Every command is copy-paste executable (mock runner, jupyter execute --inplace, gh run view, ruff, pre-commit, checkpoint cleanup) and each failure pattern B10–B25 is given as concrete before/after code covering the common cases. | 5 / 5 |
Workflow Clarity | Section 3 defines a numbered iteration loop with an explicit repeat-until-pass feedback loop, a CRITICAL "Never push until all targeted notebooks pass locally" gate, a pre-push checklist, and a JSON error-output validation script in section 7 — validation checkpoints and error recovery are all explicit. | 5 / 5 |
Progressive Disclosure | Scored against the actual bundle (a single 320-line SKILL.md with no references/ directory): the ~130-line failure-pattern catalog in section 4 is inline content that belongs in a separate reference file, and "notebook-release-changes.md" is cited without a path and is absent from the bundle, leaving one dangling pointer alongside the clear scripts/run_notebooks/README.md reference. | 3 / 5 |
Total | 18 / 20 Passed |