Files
gh-gtmagents-gtm-agents-plu…/commands/synthesize-voc-insights.md
2025-11-29 18:32:08 +08:00

35 lines
1.9 KiB
Markdown
Raw Permalink Blame History

This file contains ambiguous Unicode characters
This file contains Unicode characters that might be confused with other characters. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.
---
name: synthesize-voc-insights
description: Turn multi-channel VoC signals into quantified insights, impact sizing, and exec-ready narratives.
usage: /voice-of-customer:synthesize-voc-insights --window quarter --drivers onboarding,ai --audience exec,product --format deck
---
# 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.
---