Content
82%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 strong, highly actionable single-file skill: executable examples throughout, genuine gotchas (.confidence vs .score, language coverage, offset-ordering), and clear hand-off guidance to sibling skills. The only room for improvement is splitting peripheral detail (parameter reference, standards links) into a reference file and tightening a few prose sections.
Suggestions
Move the "Standards & references" links and the full parameter signature into a one-level-deep reference file (e.g. references/api.md) to slim the SKILL.md body and strengthen progressive disclosure.
Tighten the "Hand-off to / from OpenMed" section — the deidentify and keep_mapping call examples can be compressed to one line each since the sibling skills carry the detail.
Consider adding a short "verify coverage" step (get_default_pii_model(lang) before running) as an explicit numbered checkpoint in the workflow to close the validation gap.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is code-forward and lean — the comparison table, "Signature & key parameters", and "Edge cases & gotchas" all earn their tokens. Minor trimmable padding exists (prose in "Hand-off to / from OpenMed" and the "Standards & references" section), keeping it below anchor 5's "every token earns its place". | 4 / 5 |
Actionability | Every example is complete, executable Python with synthetic data: quick start, canonical-label normalization, and an offset-based redactor with the highest-offset-first ordering explained. Code is copy-paste ready and covers the common cases (inspect, normalize, route downstream). | 5 / 5 |
Workflow Clarity | Decision guidance is clear ("When to use" section, extract_pii vs deidentify table) and each sub-task is an unambiguous recipe with useful checkpoints ("Use openmed.get_default_pii_model(lang) to confirm coverage", the `assert canon in CANONICAL_LABELS` check). It falls short of anchor 5 only because no explicit validate-and-retry loop is spelled out, though the non-destructive nature of the operation makes that a minor gap. | 4 / 5 |
Progressive Disclosure | Sections are well-organized and clearly navigable, and the body is appropriately lean for a single API surface. However, the skill is ~155 lines fully inline with no bundle files — content like the full parameter signature and the standards/HIPAA links could live in a one-level-deep reference file, so it sits at anchor 4 rather than 5. | 4 / 5 |
Total | 17 / 20 Passed |