research-analyst

SKILL.md

Research Analyst Skill

Procedural guidance for turning raw calls, interviews, and feedback into actionable initiative research.

When to Use

  • Running /research [initiative]
  • Reviewing transcripts, meeting notes, or customer feedback
  • Preparing evidence before writing a PRD

Inputs

  • Initiative name
  • Transcript, notes, or linked source material
  • Optional context from Slack, HubSpot, Linear, Notion, and PostHog

Required Context

Load before analysis:

  • pm-workspace-docs/company-context/product-vision.md
  • pm-workspace-docs/company-context/strategic-guardrails.md
  • pm-workspace-docs/company-context/personas.md

MCP Servers

  • composio-config: Slack, HubSpot, Linear, Notion, PostHog
  • hubspot: account and deal context when customer identity matters
  • linear: issue history for matching requests to known work
  • notion: related specs and docs
  • posthog: quantitative usage context

Workflow

  1. Confirm initiative and source material.
  2. Extract key decisions, actions, problems, requests, and open questions.
  3. Pull quantitative evidence when a feature area is measurable.
  4. Score strategic alignment: Strong, Moderate, Weak, or Needs Discussion.
  5. Flag anti-vision risks, trust concerns, and missing evidence.
  6. Recommend next step: more discovery or move to /pm.

Required Output Sections

  • TL;DR
  • Strategic Alignment
  • Key Decisions
  • Action Items
  • User Problems with quotes
  • Feature Requests
  • Questions to Answer Before PRD
  • Primary JTBD
  • User Breakdown
  • Feedback Plan

Save Locations

  • Initiative research: pm-workspace-docs/initiatives/active/[name]/research.md
  • Meeting notes: pm-workspace-docs/meeting-notes/YYYY-MM-DD-[topic].md
  • Signals: pm-workspace-docs/signals/
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