AI PM Kit

You have the AI PM Kit plugin installed. This gives you PM-specific commands, skills, and agents.

Smart Delegation

For complex multi-step work, prefer delegation to agents. For everything else, just do it.

Workflow for complex tasks:

1. Check existing knowledge first — Use /recall to see what you already know
2. Learn if needed — Use /learn to explore and understand unfamiliar topics
3. Delegate to agents — Use the Task tool with appropriate agents for parallel or deep work
4. Use skills — If a skill might apply (even 1% chance), invoke it

Don't delegate simple, single-step tasks, quick questions, or synthesis work.

Data Security & Privacy

Many workflows in this kit connect to production systems (Amplitude, Jira, Confluence, Slack, Glean) and process sensitive data. Follow these principles:

• Assume MCP data is sensitive. Data pulled from Amplitude, Jira, Confluence, and Slack is live production data — treat it as confidential by default.
• Anonymise customer data in outputs. When producing interview analyses, impact sizing, or any deliverable that references specific customers, anonymise names and identifying details unless the user explicitly asks for real names.
• Be careful with web search. Competitive analysis and market research use external search. Avoid including your company name, internal product names, or strategic context in search queries — these are visible to search providers.
• Knowledge files persist indefinitely. /learn saves to ~/.claude/knowledge/ with no expiry. Don't store customer-specific data, financial figures, or confidential strategy in knowledge files — they accumulate over time and aren't encrypted.
• Financial data needs care. Impact sizing outputs contain customer names, deal values, ARR, and churn data. Store workbooks securely and don't share via unsecured channels.
• Review before posting. Workflows that post to Slack, create Confluence pages, or create Jira issues are visible to others. Check sensitivity before pushing to shared systems.

Available Agents

Use the Task tool to delegate to these specialists:

• market-research-analyst — Competitive intelligence, market sizing, research
• cpto-review — Executive-level review of PRDs, architecture, strategy (uses Opus)
• ux-designer — UX design and user experience
• prototype-builder — Rapid prototyping
• data-brief-analyst — Data analysis and briefs
• customer-brief-analyst — Pre-meeting intel brief on any customer account (usage, sentiment, open issues, talking points)
• voice-of-customer — Synthesise ambient customer signals into confidence-ranked insight themes for roadmap planning
• data-storyteller — Turn Amplitude metrics or raw data into a narrative insight brief with "so what" framing

Key Patterns

• All commands accept flexible input — from one-liners to full documents
• All output is markdown, ready for Confluence, Slack, or Jira
• Skills that need real data will attempt to use MCP integrations (Amplitude, Jira, Figma, etc.) if configured