Content
72%Weight 40%Scale 1-3Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
A token-efficient, well-organized skill body with precise data sources, formulas, and thresholds. The main gaps are the absence of an executable code example for a skill whose central instruction is to write a Python script, and a missing validation/verification checkpoint for a large batch operation.
Suggestions
Add a minimal executable Python snippet showing the load-once / compute / emit-markdown pattern so the central instruction is copy-paste ready, not just specified.
Insert an explicit validation checkpoint (e.g., verify expected row counts from stock_levels.csv or sanity-check that days_cover values are non-negative) before emitting the final markdown.
Number the core workflow steps (load CSVs -> join -> compute cover/stockouts/low-stock/POs/forecast -> emit markdown) so the sequence is explicit rather than implied across sections.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Lean and efficient: no explanation of CSVs/libraries/basic concepts, every section (structure template, cadence table, data sources, code note) earns its place and assumes Claude's competence. | 3 / 3 |
Actionability | Concrete specs are strong (exact paths like /mnt/user/data/stock_levels.csv, formulas like on_hand / avg_daily_sales, thresholds like "top 15 by urgency"), but the core instruction to "write one Python script" lacks any executable code example, so it is not copy-paste ready. | 2 / 3 |
Workflow Clarity | The high-level sequence (load once, compute, emit markdown) and the cadence/aging-PO guidance are present, but this batch operation over ~67k rows has no explicit validation or verification checkpoint, which caps workflow clarity at 2. | 2 / 3 |
Progressive Disclosure | A short single-purpose skill with no bundle files and well-organized sections (Structure, Operating cadence, Aging-PO check, Data sources, Do this in code) qualifies for a 3 under the simple-skills note. | 3 / 3 |
Total | 10 / 12 Passed |