add folders in plugins

2026-04-02 09:19:07 +01:00
parent 7ad6ec62fa
commit f9b79a48b9
39 changed files with 2465 additions and 0 deletions
@@ -0,0 +1,122 @@
+---
+name: dashboard-brief
+description: "Convert a business question into a complete dashboard specification. Use when asked to design a dashboard, create a dashboard spec or brief, plan a BI report, or define what charts and metrics a dashboard should include. Produces a structured spec with metrics, dimensions, chart types, filters, and layout guidance."
+---
+
+# Dashboard Brief Skill
+
+This skill converts a business question or monitoring need into a complete, implementation-ready dashboard specification. The output gives a data engineer or BI developer everything they need to build without a follow-up meeting.
+
+## Required Inputs
+
+Ask the user for these if not provided:
+- **The business question this dashboard should answer** (e.g. "How is our activation funnel performing this week?")
+- **Primary audience** (exec / product team / operations / customer success / engineering)
+- **Refresh cadence** (real-time / hourly / daily / weekly)
+- **Data sources available** (e.g. Postgres, BigQuery, Mixpanel, Salesforce, Jira)
+- **BI tool being used** (Looker / Metabase / Tableau / Power BI / Grafana / Custom / Unknown)
+
+## Output Structure
+
+---
+
+# Dashboard Brief: [Dashboard Name]
+
+**Business Question:** [The question this dashboard answers — verbatim from inputs or refined]
+**Audience:** [Who uses this]
+**Refresh Rate:** [Real-time / Hourly / Daily / Weekly]
+**Data Sources:** [List]
+**BI Tool:** [Tool or Unknown]
+
+---
+
+## Section 1: Key Metrics (KPI Cards)
+
+List the headline numbers that should appear at the top of the dashboard as KPI cards.
+
+| Metric | Definition | Data Source | Comparison |
+|---|---|---|---|
+| [Metric name] | [How it's calculated] | [Table/source] | [vs. last week / vs. target / MoM] |
+
+Aim for 3–6 KPI cards. More than 6 is noise.
+
+---
+
+## Section 2: Charts & Visualisations
+
+For each chart, specify:
+
+### Chart [N]: [Chart Title]
+
+- **Chart type:** [Line / Bar / Stacked bar / Pie / Funnel / Heatmap / Table / Scatter]
+- **Why this chart type:** [One sentence — why this type suits this data]
+- **X-axis / Rows:** [Dimension — e.g. Date, User segment, Product]
+- **Y-axis / Values:** [Metric — e.g. Count of active users, Revenue]
+- **Breakdown/colour:** [Optional secondary dimension — e.g. by Plan tier, by Channel]
+- **Data source:** [Table or source]
+- **Filters:** [Any default filters applied — e.g. "Exclude internal test accounts"]
+- **Key insight to surface:** [What pattern or signal this chart should help the viewer spot]
+
+---
+
+## Section 3: Filters & Controls
+
+Global filters available to dashboard viewers:
+
+| Filter | Type | Default | Options |
+|---|---|---|---|
+| Date range | Date picker | Last 30 days | Custom |
+| [Segment filter] | Dropdown | All | [List relevant values] |
+| [Other filter] | Multi-select | All | [List relevant values] |
+
+---
+
+## Section 4: Layout Recommendation
+
+Describe the dashboard layout in plain terms:
+
+```
+[ROW 1 — KPI Cards]: [Metric 1] | [Metric 2] | [Metric 3] | [Metric 4]
+[ROW 2 — Primary chart, full width]: [Chart name]
+[ROW 3 — Two charts side by side]: [Chart A] | [Chart B]
+[ROW 4 — Supporting table, full width]: [Table name]
+```
+
+---
+
+## Section 5: Data Requirements
+
+List any data transformations, joins, or derived fields needed:
+
+| Derived Field | Logic | Source Tables |
+|---|---|---|
+| [Field name] | [How it's calculated] | [Tables involved] |
+
+Flag any fields that may not exist in current data infrastructure.
+
+---
+
+## Section 6: Access & Ownership
+
+- **Dashboard owner:** [Leave for user to fill]
+- **Who can edit:** [Leave for user to fill]
+- **Who can view:** [Leave for user to fill]
+- **Review cadence:** [When should this dashboard be reviewed for relevance?]
+
+---
+
+## Quality Checks
+
+- [ ] Every chart has a stated "key insight to surface" — not just "show the data"
+- [ ] KPI cards are 3–6 (not more)
+- [ ] Chart types are justified
+- [ ] Layout follows visual hierarchy (summary → detail)
+- [ ] Data requirements section flags any missing fields
+- [ ] Filters are practical and don't require IT to configure
+
+## Example Trigger Phrases
+
+- "Design a dashboard to track [business process]"
+- "Give me a spec for a [team] performance dashboard"
+- "What should go on a [topic] dashboard?"
+- "Write a dashboard brief for our [metric] monitoring"