Synthesize Insights

Command: synthesize-insights

Inputs

• theme – focus topic (onboarding, adoption, support, expansion, churn).
• sources – comma-separated inputs (interviews, surveys, community, NPS, usage).
• audience – target stakeholders (product, marketing, sales, cs, exec).
• urgency – normal | rush to tailor scope.
• format – deck | memo | digest.

Workflow

1. Signal Collection – gather requested data + qualitative notes; dedupe/resample as needed.
2. Coding & Tagging – cluster observations into themes, sentiments, and impact level.
3. Quantification – add metrics per theme (occurrence, ARR impacted, retention delta).
4. Recommendation Layer – map insights to actions, owners, and next experiment ideas.
5. Packaging & Distribution – produce deck/memo/digest plus repository updates.

Outputs

• Insight brief with themes, quotes, metrics, and action items.
• Repository updates with tags + links.
• Follow-up tracker for product/GTM owners.

Agent/Skill Invocations

• customer-insights-partner – leads research synthesis.
• segmentation-architect – contextualizes insights by segment.
• retention-analyst – quantifies impact on retention metrics.
• insight-repository skill – maintains tagging + historical logs.
• activation-map skill – links insights to GTM actions.