Synthesize Voc Insights

Command: synthesize-voc-insights

Inputs

• window – time range to cover (month, quarter, half, custom dates).
• drivers – comma-separated themes or drivers to emphasize (pricing, onboarding, integrations, reliability, AI, services).
• audience – exec | product | cs | marketing | sales | board (comma list allowed).
• format – deck | memo | workspace | dashboard.
• evidence-links – optional list of folders, dashboards, or note docs to ingest.

Workflow

1. Signal Harvest – pull all tagged feedback, interviews, surveys, support logs, community posts within the window.
2. Taxonomy Alignment – ensure tags match latest taxonomy; resolve duplicates and anomalies.
3. Quantification & Modeling – attach ARR/churn/adoption metrics to each driver and calculate impact range.
4. Story Synthesis – craft storyline with quotes, data viz, confidence levels, and recommendations per audience.
5. Packaging & Distribution – format into requested output, add action register, and log follow-ups.

Outputs

• Insight brief (deck/memo) with top drivers, opportunity sizing, and confidence.
• Supporting appendix with quotes, data tables, and method notes.
• Action register with owners, due dates, and measurement approach.

Agent/Skill Invocations

• customer-insights-lab-analyst – leads modeling and storyline.
• voc-program-director – approves narrative + ensures governance compliance.
• signal-correlation-workbench skill – links telemetry to qualitative data.
• executive-briefing-kit skill (from competitive-intelligence) automatically included when exec/board audience requested.