Content
87%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
The body is an efficient, well-structured analysis skill with concrete formulas, defaults, and output rules, plus a properly signaled one-level reference. The main gap is workflow clarity: the data-quality step lacks an explicit validate/fix/retry feedback loop.
Suggestions
Add an explicit feedback loop after the Data Quality Check — e.g., 'If missing values or anomalies are found, report them to the user and ask whether to proceed or exclude affected rows before running analysis.'
Specify what to do when a denominator is zero or unavailable (e.g., Email channel has no impressions, so CTR is undefined) to make the funnel steps unambiguous edge-case guidance.
Include one short worked example row (actual numbers → computed CTR/CVR/ROAS/Net Profit) so the output format and calculations are unambiguous on first use.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is lean — formulas are stated directly ('CTR = clicks / impressions × 100'), defaults live in compact tables, and there is no padding explaining what marketing or ROAS is — so every token earns its place rather than the level-2 'could be tightened' case. | 3 / 3 |
Actionability | Though instruction-only (no code), guidance is fully concrete: exact formulas, specific default values (Target ROAS 4.0x, Max CPA $50, Shipping $8, Product Cost 35%), and precise output columns plus status rules ('[OK] Above' if >= target), meeting the actionable top anchor. | 3 / 3 |
Workflow Clarity | Sections are sequenced (Data Quality Check → Funnel → Efficiency → Output) and a data-quality check exists, but there is no explicit feedback loop or 'if the check fails, do X' checkpoint, matching the level-2 anchor of steps present with implicit checkpoints rather than the level-3 explicit validation/retry pattern. | 2 / 3 |
Progressive Disclosure | The body is organized into clear sections and offloads the detailed budget rules to a single one-level-deep, clearly signaled reference ('read references/budget_reallocation_rules.md for the complete decision framework'), which exists as a real file — matching the top anchor. | 3 / 3 |
Total | 11 / 12 Passed |