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Design a product metrics dashboard — North Star, input metrics, and guardrails — that a team actually uses to make decisions.
Passed 20 of 23 test cases with the skill, and 14 of 23 without it.
and 3 more in the full report
6 fixed14 passed either way3 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
Just draft the metric layout for an individual software engineer's personal daily dashboard. We want them to track 10 different engineering metrics on their personal screen.
| Checked | Without skill | With skill |
|---|---|---|
| Restricts top-level metrics for an individual contributor to between 1 and 3 metrics. | Missed | Passed |
The instructions your model reads when the skill loads.
A dashboard architecture skill: which metrics go where, at which cadence, for which audience, with which visualization. Focused on producing the ONE artifact a team uses to make decisions — not the 30-chart dashboard nobody opens.
A dashboard ≠ all metrics. A dashboard = these 11-22 metrics presented for fast decision-making.
Before designing the dashboard, confirm these inputs. If any is unknown or vague, ASK — do not assume:
north-star-metric)Stop rule: ask only the 2-3 that most change the output. If the user says "just draft it," proceed and list your assumptions at the top of the artifact.
Already defined? Use it. Not defined? See project-management/execution/north-star-metric.
test cases passed, vs 14 / 23 without
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