Content
90%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 highly actionable, concise, well-structured procedural skill with concrete formulas, thresholds, and a worked example that leave no ambiguity about what to do. The main gap is the absence of an explicit post-placement validation feedback loop and any progressive-disclosure structure for a skill that exceeds the simple-skill line count.
Suggestions
Add an explicit verification step after PO placement (e.g., confirm the appended purchase_orders.jsonl entry is well-formed and that no duplicate open PO exists for the SKU) to form a validate-fix-retry loop appropriate for a destructive/batch skill.
Since the skill exceeds 50 lines, consider splitting the Prioritization and Transfer-vs-reorder sections into a references/ file with a one-line pointer from SKILL.md to improve progressive-disclosure structure.
Add a brief error-recovery note for when input files (stock_levels.csv, products.csv) are missing or stale, so the workflow has a fallback path rather than implicitly assuming inputs are present.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is lean and assumes Claude's competence: it uses a compact inputs table, formulas, and a worked example with no over-explanation of what SKUs, reorder, or POs are; every section adds StockPilot-specific knowledge Claude would not already have. | 5 / 5 |
Actionability | Guidance is fully executable: exact file paths, numeric formulas (safety_stock, order_qty), concrete thresholds (confidence < 0.6, $10,000, >30 days cover), and copy-paste-ready JSON output schemas, plus a fully worked numeric example. | 5 / 5 |
Workflow Clarity | The four-step decision rules are clearly sequenced with explicit checkpoints (stop at step 1, escalate at step 3) and guardrails (confidence guard, no-duplicate-PO, batch accounting), but for a batch/destructive PO skill there is no explicit validate-then-fix-then-retry feedback loop after placement. | 4 / 5 |
Progressive Disclosure | Content is well organized into clearly headed sections with no material that belongs in a separate file, but at ~90 lines (over the simple-skill threshold) and with no bundle files or one-level-deep references, it is a single self-contained document rather than an overview-plus-references structure. | 4 / 5 |
Total | 18 / 20 Passed |