Content
71%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 highly actionable with concrete formulas, worked examples, and decision rules, and the workflows are clearly sequenced with triage checkpoints. Its weaknesses are token efficiency (duplicated framing, textbook statistics, and a promotional footer) and a monolithic structure that inlines reference tables a bundle would offload.
Suggestions
Remove the promotional "About this skill" footer and the Capabilities list that duplicates the section headings, and trim the z-test explanation to just the formulas and interpretation table since the underlying statistics are standard knowledge.
Split the stable reference material — platform fatigue thresholds, decay constants, and refresh/lifespan tables — into files under references/ and link to them from a concise overview section, keeping SKILL.md focused on the detection framework and workflows.
Add a validation step to the workflows (e.g., recompute the fatigue score one week after a swap to confirm the replacement is performing) to close the feedback loop on rotation decisions.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The threshold tables and decay constants are novel, token-dense material, but the intro paragraph restates the description, the Capabilities list duplicates the section headers, the standard z-test/sample-size statistics are explained with step-by-step arithmetic Claude already knows, and a promotional footer with UTM tracking links is pure padding. Mostly efficient but needs tightening — not 4, where over-explanation would be only minor. | 3 / 5 |
Actionability | Fully executable guidance throughout: the composite fatigue formula with explicit weights and interpretation bands, the exponential decay model with a worked numeric example, complete two-proportion z-test and sample-size formulas, and a three-tier rotation system with explicit swap triggers. For an instruction-only analytical skill, the worked examples are copy-paste adaptable and cover the common cases. | 5 / 5 |
Workflow Clarity | Three workflows with numbered steps and score-range triage tables that act as decision checkpoints ("0.50+ → Replace immediately", "0.30-0.50 → Prepare replacement"). Not 5 because there are no explicit validation or feedback loops (e.g., re-checking scores after a swap); not 3 since checkpoints are present, just not true verify-then-proceed gates. | 4 / 5 |
Progressive Disclosure | A single ~420-line monolithic file with good section headers but no bundle files at all; the platform threshold tables, refresh strategy reference, and format-lifespan tables are stable reference material that belongs in separate referenced files. Structure is genuinely good (above anchor 2), but content that should be separate is fully inlined with no references — anchor 3. | 3 / 5 |
Total | 15 / 20 Passed |