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gh-gtmagents-gtm-agents-plu…/commands/run-member-insight-sprint.md
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name, description, usage
name description usage
run-member-insight-sprint Executes a rapid member insight sprint across forums, interviews, and surveys with routing plan. /community-building:run-member-insight-sprint --theme onboarding --sample champions,builders --window 21d --audience product,marketing

Command: run-member-insight-sprint

Inputs

  • theme focus topic (onboarding, ai-use-cases, integrations, advocacy, support).
  • sample member cohorts to include (champions, builders, execs, partners, lurkers).
  • window sprint duration (7d, 14d, 21d, custom).
  • audience comma-separated stakeholders for readout (product, marketing, cs, exec, community).
  • evidence optional list of threads, tickets, or recordings to ingest.

Workflow

  1. Sprint Setup define questions, sampling plan, and instrumentation across channels.
  2. Signal Collection launch prompts, AMAs, micro-surveys, and 1:1 interviews.
  3. Tagging & Analysis apply taxonomy for personas, drivers, sentiment, urgency.
  4. Narrative & Actions craft insight summary, quotes, data, and recommended actions per audience.
  5. Follow-up & Routing create action register, assign owners, and message members on outcomes.

Outputs

  • Insight sprint report (deck/memo) with top findings, quotes, and metrics.
  • Tagged dataset + member story snippets for reuse.
  • Action tracker linking insights to owners, deadlines, and follow-up comms.

Agent/Skill Invocations

  • member-insights-advocate leads data capture, tagging, and storytelling.
  • community-ecosystem-strategist aligns insights to strategic priorities.
  • community-insight-taxonomy skill enforces tagging standards.
  • closed-loop-community-playbook skill manages routing + member follow-up.