Content
81%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.
The body is an exceptionally actionable audit methodology with a clearly sequenced five-step workflow, explicit validation and abstention checkpoints, and a well-signaled one-level-deep examples reference. Its main weakness is length: repeated boundary statements and long justification essays for each convention threshold inflate the token budget without adding proportional guidance.
Suggestions
Tighten the per-convention justification essays in Steps 2–4 (e.g., the 2/5/15% flake-band and 10/25-point ratio-cut rationales) to one or two sentences each, or move the extended reasoning into references/examples.md alongside the anti-pattern table.
Deduplicate the ownership boundary: the not-owned table and the "Read the boundary this way" paragraph state the same rule twice; keep one.
Cite each external source once per claim rather than re-quoting the same articles (the pyramid and non-determinism pieces are each quoted multiple times); a single quote plus the References index preserves the grounding at lower token cost.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is mostly efficient decision content (tables, bands, formulas), but the extended per-convention justification essays (e.g., the multi-paragraph defenses of the 2/5/15% flake cuts and the 10/25-point ratio cuts), the boundary stated twice (the not-owned table plus the "Read the boundary this way" paragraph), and repeated inline citations of the same sources add noticeable padding that could be tightened. Not a 2, because the prose is decision-relevant rather than explaining concepts Claude already knows, and not a 4, because the tightening opportunities are more than minor. | 3 / 5 |
Actionability | Fully executable for an instruction-only skill: exact tier rules with specific paths and imports ("e2e/", "@playwright/test", "selenium-webdriver"), numeric severity bands, a concrete ROI formula, an ordered first-match-wins verdict table, and a copy-paste-ready output template. The guidance specifies exact thresholds and ordering, leaving no ambiguity about what to do. | 5 / 5 |
Workflow Clarity | The five steps are clearly sequenced with explicit evaluation order ("Apply the rules in order. First match wins"; "Evaluate in order. The first matching row is the verdict") and strong validation checkpoints: the classification-confidence figure, the 80% confidence floor, the un-assessable conditions table, and the requirement to name the specific input that would unlock a "Cannot assess" verdict. Abstention rules ("Prefer `not assessed` over a proxy you do not trust") provide feedback loops for weak inputs. | 5 / 5 |
Progressive Disclosure | Good structure: worked examples and the anti-pattern table are correctly split into a real, clearly signaled, one-level-deep reference ("[references/examples.md](references/examples.md)", verified to exist), and the methodology that must be inline is inline. Not a 5, because the body is long for a SKILL.md and the extended convention-justification prose attached to Steps 2–4 could itself be offloaded to a reference, which is a minor organization gap. | 4 / 5 |
Total | 17 / 20 Passed |