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.
A well-structured, lean body with a concrete fixture shape, an executable validation snippet, and a disciplined workflow with an explicit validation checkpoint. The only notable gap is that agreement computation and annotation-tool config translation are described but not shown with runnable examples.
Suggestions
Add a short copy-paste snippet for computing span-level inter-annotator agreement (e.g., a few lines producing span F1 or Cohen's κ), since step 5 currently names the metric without showing how to compute it.
Include a minimal BRAT `annotation.conf` entity-types example and/or a Label Studio labeling-config XML fragment so step 4's tool configuration is directly executable rather than descriptive.
Show one example of converting a BRAT `.ann` standoff (or Label Studio JSON) record into the fixture `gold_spans` format, since the 'map either back to the fixture shape above' instruction currently leaves the translation logic to the reader.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is lean and assumes competence: a fixture JSON example, a directory tree, seven tight workflow steps, and an edge-case list with no padding or explanation of concepts Claude already knows. The repeated 'committed = synthetic' rule is deliberate hard-rule emphasis rather than verbosity, so it fits the score-5 anchor over the score-4 'could be trimmed' anchor. | 5 / 5 |
Actionability | The fixture JSON and the `load_fixtures` validation snippet are executable and copy-paste ready, and the directory layout is concrete. However, key steps — computing 'span-level inter-annotator agreement (F1 or Cohen's κ)' and mapping BRAT's `annotation.conf` or Label Studio's labeling-config XML back to the fixture shape — remain at the instruction level without examples, matching the score-4 anchor 'minor gaps'. | 4 / 5 |
Workflow Clarity | The seven-step workflow has a clear sequence and an explicit validation checkpoint ('Validate and commit. Run `load_fixtures`; confirm spans align and ids are unique') plus a pre-trust validation snippet in Quick Start and re-validate guidance in the gotchas for shifted offsets. This feedback-loop structure matches the score-5 anchor, and the batch-commit operation does have validation so the cap does not apply. | 5 / 5 |
Progressive Disclosure | The single SKILL.md stays at overview altitude with well-organized sections, and the 'Standards & references' section links to external resources one level deep, clearly signaled. No content that belongs in separate bundle files is inlined (no references/, scripts/, or assets/ directories exist). | 5 / 5 |
Total | 19 / 20 Passed |