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commands/audit-data-contracts.md

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+---
+name: audit-data-contracts
+description: Reviews BI data contracts, ownership, and quality SLAs across GTM domains.
+usage: /business-intelligence:audit-data-contracts --domains revenue,success --window 30d --format memo
+---
+
+# Command: audit-data-contracts
+
+## Inputs
+- **domains** – comma-separated business areas (revenue, marketing, success, product, finance).
+- **window** – lookback for incidents/changes (7d, 30d, quarter).
+- **owners** – optional list of data owners to highlight.
+- **format** – dashboard | memo | ticket-pack.
+- **severity-threshold** – warn | breach to filter issues.
+
+## Workflow
+1. **Contract Inventory** – pull registered contracts with schemas, owners, SLAs.
+2. **Issue Harvest** – gather incidents, failed tests, schema changes, and backlog tickets.
+3. **Compliance Review** – compare to SLAs, governance policies, and regulatory requirements.
+4. **Recommendation Engine** – prioritize fixes, assign owners, and set timelines.
+5. **Packaging** – produce memo/dashboard plus follow-up tasks for RevOps + engineering.
+
+## Outputs
+- Contract health report with SLA adherence and issue list.
+- Remediation tracker assigning owners, due dates, and status.
+- Governance summary for leadership covering risks + decisions needed.
+
+## Agent/Skill Invocations
+- `data-architecture-lead` – leads contract evaluation + remediation planning.
+- `insights-program-director` – escalates systemic risks and resource asks.
+- `data-contract-framework` skill – enforces documentation + SLA standards.
+- `metric-governance-kit` skill – cross-checks KPI dependencies.
+
+---

commands/build-exec-dashboard.md

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+---
+name: build-exec-dashboard
+description: Generates executive KPI dashboard spec with governance hooks and adoption plan.
+usage: /business-intelligence:build-exec-dashboard --audience elt --kpis bookings,pipeline,nrr --cadence weekly --format deck
+---
+
+# Command: build-exec-dashboard
+
+## Inputs
+- **audience** – elt | board | revenue-leadership | marketing-lead | cs-lead.
+- **kpis** – comma-separated KPI list to emphasize.
+- **cadence** – reporting frequency (daily, weekly, monthly, quarterly).
+- **format** – deck | dashboard | memo | loom.
+- **drilldowns** – optional list of dimensions to include (segment, region, product).
+
+## Workflow
+1. **Requirement Intake** – align on decisions the dashboard should drive + success metrics.
+2. **KPI Blueprint** – confirm definitions, formulas, source tables, and owners.
+3. **Layout Design** – arrange hero metrics, drill panels, and action callouts.
+4. **Governance Layer** – document refresh cadence, QA steps, and change control.
+5. **Enablement Pack** – prepare walkthrough notes, adoption plan, and automation hooks.
+
+## Outputs
+- Dashboard spec with layout, queries, filters, and data sources.
+- KPI dictionary snippet for the selected metrics.
+- Enablement kit (talk track, adoption checklist, Slack/email rollout plan).
+
+## Agent/Skill Invocations
+- `data-architecture-lead` – validates KPI definitions + data contracts.
+- `analytics-enablement-partner` – crafts rollout + training plan.
+- `dashboard-playbook` skill – enforces layout + storytelling best practices.
+- `executive-kpi-briefings` skill – formats exec-ready narratives.
+
+---

commands/plan-bi-roadmap.md

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+---
+name: plan-bi-roadmap
+description: Prioritizes BI initiatives with impact, effort, and governance alignment.
+usage: /business-intelligence:plan-bi-roadmap --inputs backlog.csv --capacity 5 --themes revenue,success --audience exec
+---
+
+# Command: plan-bi-roadmap
+
+## Inputs
+- **inputs** – backlog source (csv, notion, jira board, spreadsheet).
+- **capacity** – number of initiatives supportable next cycle.
+- **themes** – comma-separated strategic themes (revenue, success, marketing, product).
+- **audience** – exec | bi-lead | revops | async.
+- **constraints** – optional notes on tooling, compliance, or dependency limits.
+
+## Workflow
+1. **Backlog Normalization** – ingest initiatives, tag by theme, align to OKRs.
+2. **Scoring Engine** – calculate impact, effort, risk, and sponsor readiness.
+3. **Roadmap Draft** – allocate capacity, stage workstreams, and highlight dependencies.
+4. **Governance Layer** – attach owners, status checkpoints, and success metrics.
+5. **Packaging** – tailor roadmap deck/memo with decisions + asks for audience.
+
+## Outputs
+- Prioritized roadmap with scoring table + swimlane view.
+- Governance tracker with owners, milestones, and KPI definitions.
+- Decision log capturing trade-offs and follow-up actions.
+
+## Agent/Skill Invocations
+- `insights-program-director` – orchestrates prioritization + stakeholder alignment.
+- `data-architecture-lead` – validates feasibility and data contract implications.
+- `metric-governance-kit` skill – ensures KPI definitions are locked.
+- `dashboard-playbook` skill – provides adoption considerations for planning.
+
+---